From 50e166e789f63d87344e2daf2509e5474ae00373 Mon Sep 17 00:00:00 2001 From: Malcolm Barrett Date: Thu, 21 Oct 2021 08:10:30 -0700 Subject: [PATCH 1/2] update affiliation and re-render slides --- slides/pdf/00-intro.pdf | Bin 1960740 -> 1960622 bytes slides/pdf/01-causal_modeling_whole_game.pdf | Bin 330365 -> 330202 bytes slides/pdf/02-dags.pdf | Bin 1069102 -> 1068909 bytes slides/pdf/03-pscores.pdf | Bin 1065487 -> 1065363 bytes slides/pdf/04-using-pscores.pdf | Bin 790023 -> 789898 bytes slides/pdf/05-pscore-diagnostics.pdf | Bin 497126 -> 497124 bytes slides/pdf/06-outcome-model.pdf | Bin 166601 -> 166471 bytes slides/pdf/07-g-computation.pdf | Bin 428565 -> 428386 bytes slides/pdf/08-tipr.pdf | Bin 124868 -> 124746 bytes slides/raw/00-intro.html | 2 +- slides/raw/01-causal_modeling_whole_game.Rmd | 2 +- slides/raw/01-causal_modeling_whole_game.html | 4 +- slides/raw/02-dags.Rmd | 2 +- slides/raw/02-dags.html | 10 +- slides/raw/03-pscores.html | 4 +- slides/raw/04-using-pscores.html | 6 +- slides/raw/05-pscore-diagnostics.html | 86 +++++++++--------- slides/raw/06-outcome-model.html | 4 +- slides/raw/07-g-computation.Rmd | 2 +- slides/raw/07-g-computation.html | 8 +- slides/raw/08-tipr.html | 4 +- 21 files changed, 67 insertions(+), 67 deletions(-) diff --git a/slides/pdf/00-intro.pdf b/slides/pdf/00-intro.pdf index 6bac8067e6a596626952d031cf59c537cee26eb0..0f3c847ab98ba68c18e3cebe2aa8ec3c7c49d88a 100644 GIT binary patch delta 6012 zcmZvfbySpVyT)ZuQo50n1`(!*p}SEL6p#|6ks*eZcnJqkq(m4RQ55M=LP7+Q4(U#b zL0UpU&@=n2efD=YezV@+TJO5nJ ziK@v!!B7a~FA!j91o#RVEJA#Uar$ny|2-rj>MjW^VU>?fFm`v!hCu#KpD$iz@ONad z^VQO#mZ70UJ`#37YH%xme%&UXiAk1zW$ze!d~o@c%4m7zptmL(tg~@^9Dm%iHt4m> zx4PQbeY@ZAa!JgxM~3u%xRl4K!yP_|_Qz*eKj7XaZ69oBdL}R4NMK@4ZXFLB?PKr_ zNWmPWJsF&b)Mi9#YQG#QSlxyOskGGft!~SSflQy2U*HJ_a?dUD^xKkgH(^UQMZUO` zsqr}!U<%*RN-yfT)Yhkyy#7!>h=%f`Z5~ZdnNq^s6P&|uyUDuZx?|yvT^|Nn?_OkW znyxU=XtpC8NJ#T@)CNY;jDi=s}E zKI;!K55KaHg}?+>eMb82PAE!NTj!pAau4s_t-#Hx+XOpMkNpxWGG~B&$79LO-wv!@ zydvw=cp7(dVe^68ayXnc5>84&1VrSo_wz(95FsN%PK1I8B@rqj)I=^4p&>#`gpLS3 z5e6cRM3{&$6Ja63N`#FFI}r{doJ1}W;i`s{a({n83PnKi9&y|}01PFKR#4!>dJzrj zO68Z)W8&{+IGXxAG%+YFB7#fK?eUVy(4$J#hGkOHh&hG5I@(N>s1n>z z#9o_O`LP+aHS-e)YIJ))>ubk%j-H%k?&HLmb9wO`?+NgUpiptVzhooPz$!(UV% zfT1nkOHDo`Gg9;Nd4S{Y#7I7ABY6tyT)Yzb$f0o;#&tYo7wa*F4&k+NYpoC6f*fYa zmjwsfIJ$2-pVK}U5&$^X^Z^T%TN5NU$)GO-`@bGBJdg(Fg?mpqX1>w<+IKNRj^5&u z4VUBL;NZDL*KiKWRoB@XdX5su$6&^n+Hyg=43w*Mnb&##T(2}&HV7i!8S01YedMy$ z=q~@moPMb_s{z4O5bbJXwOKpE+So#Ydiy)@YfER#!u4hMDWE*Gy89bzxy4T&z(x4b z_P*i8Z^ADC3MC zJsG)YzIV4}2js5G5*v_nA#g6zy9~li)gTh)#I)fH0lXNpjrnJr{b26$A8i&tN@5pH zsSsn9A<^!X!RPVwc6$WO7%5$ovLA`T=cYil*CbbMzfOrW;K|dTbJ$g@p!PoM5O50Y zVb(408Cvgxke^t`#3!l}oj74^KW9VR1cJh(tJIE}{pr+?xyB$o&8I1{%Pq|+?{3sc zHSzF029%#IY90lTg)r(nK0=gnHe$l|9TO1zvC3-iNRGw~bT64G*Ss`7zvP%tCHiT` z80*p$tauRN?sdBhA zguGEC7pkehj&S~jY?bZ@W5Uz>xvf$;9-hf3C$z`hM_$Qq_IbV!l4?ou2Z43Xxkmdo zmSWxerc@Odf%N3?G9`)|IaOo(kYSE*%4XBG;&Z@2z9(dcdW;G11*XN4el9 za2d$9mDUO1_hMfiV;i{g^a_8_;l6;_GTm`aO&*EDr(kcwu2gqlLUc)}eHtBEc_SP4 zGv0iWG^1KxE{^aaaAy6pP)Mo*cUGkT@OJg`EH0nU&Qw`rDW(5|;}p+vM&bGKpxMfg zfY2;*`{@-1i%Ac;Wy!_=n8B|;nS5_M=IMV*Jan`?qj&|e=y6j}jPG6jlbn6}A=S!354-v-gF?2xZ z0djxt*VAUXb1_-?@7gMi4AS43J|RARnC1Dc@BTA&>AIqRo%N`NZx} z6F~oi3u5VDplio}7dGGFYZ-L(MOVaobEyzFq9PMSa43~i&ifgry+&7ZC-2@0Aik(H zqfG19%3#YWR!YxYUz94BvE4E0Hn@6=&G^D>%=1#!Jr3)=b~I>qX>LDEui3@h`XrC+ z>M$CkIykXBB9t8Z@VaIdufNT>K-Vfx{k?YqE_C{5b#Ar=%SrHO>b^K0x9E0q=9bg zeeB5D;@9jZN@nJG30~lEa~j>}G3_D-i;3FIq8eH%;a%q^4jUAEGG%wBygN=Po%7Qj zX+Fd)NG)x8-g{?gu-5R#`vn1Eo*Ecg$QWg#EGXHoxK&&{IXV5dx&&hd_!>^W)h{mA z-&2_^k9pY^c*up`G<&--Ki9oD6DcB~u%;%rs~k!;$H58de(ERL-KW(4qH4NP@cZL5 zY}{$S-J`nt*J+|*yaTH!aamXxzN4m4&`PPtHp-1;!ORP941MIuT5xTvQ!v5gOJ76^ z(7w>S!(OD`x$vU$RF~&IfSIx{Xx|^FF1Sf;ap^WoY2kA=)=P4x9Au{|uCL7-Dhl6? zim|U%*2AO>vxNo^kj#fg-M%J~j`cNtAzG>Y_2I1|8PmH`UJu-t<%%!0Sn1!FTK>w_ z-Pj#UK&Sm)X2Lgm@7);dhp{<|eZ_f4W20_c?=D11v;3BB8_I9W0amIu?kF7h%v*ZI z1TR~atN&WJZ`3*b;_XR|^(I@Ki&N}pd|(h1Ic=(z68Y|CgJD^I)cLQsxm8jc zCpD3o$17le%Wo9t3d9JzcYJBKNmELodMEGip=44%bfdw&*YR#n8?zyy`wFD-RQO2+>yR~qC?kmRCBPRy0BDRAC8r5P3FabVDGcAk=wUx^?<=U&emtI}q zVD%2os}9bs@oP~XPIY#xI5GEqEBF3=ZeT^Rt0qF#Refleejfluq_rQKGF=u)zp0Ta zsp(}l=>HNsSnvOfqz-Tj3T-Pfx>NCxzb?iyU0Z6DBW}|%t3Zrz*WtGFp`wGWmv`wM z)|sn<4^vodlH;9Q+L?AV9_EVf`7rabXhl(HB^fR5zN)`>^kv!Nh;E41E%jTqw2f3k z&F2}YowMtHg3>M!I}tvKr8OFPDQ~hTha2-~YZnsdS9_taL@wah{Th~*|FA!#Z)NL^ zcprp)^|B>?mU}NAJB`cAlCXj<=w4iP%U z3|V~4F86u$@grN;$jm&a<_WpzIbVmoJPB9H`_-E?UUZy58?$79Yx(%tV*coxqSq%M zUb&urZt~r|ukp4LAIN{*V`V(O8_Q^j^-79(O>3ba9PvQ83TbHQ*j?5&=!^qp;|hi% z&Fx)2bX9SBw;9r>=8Ot(@a)?+2_gdruseDD5eYBqVLgc&nFAY#_f9icunATb z$d5iV*?6r=3Hyn)kzKOxn38*vRP^Q=Lz2Cj@}pRNz~DvyYS(^fvxK4Z^BXa7^ZuXZ zm%po3j%o~VcUsxoE0)NN3h-}uq_3F0VN;Ew)RE!Buk%L2>WypVK- z?(_WPRyeMO%lokwl4L4y3h)ob4~2d$bxyuJZ+weFERKv$3B4ov1)9Er}GrBT79(2Vp5cv=Bdg49E2Ub9DzkjbhUq72SdJ=c##o8yhu3TG09ILgwX)OCSeeGL!GN?hHb`zZ?;JPwm zVx=umkxQbY){yw9tN<2+CACqFD^Y3^d}2RF;*x-#DynKs`IOB;CE4xT(N+BI2NzXt zW;MLGBq*oo%8}hFkh{fDT2$(|-oE6rKA~q<%MW=~-foiAW!w6qTl-ivtCEjA=A#Z| zvP<&9H{n z?`$I}j@vuN#eF$erp;0bOXYd#ce2Kq->l6HkF<}(=Y<8EuLupUx31=J1WvV7dW;G0 zm|T9k7d9XiU$7Ea#4F>s+@YGuO|JD|d!iHo^q*yC%6Hwsc`cUK@RRT%L$&r_4Y9Cl z)ql%;xpN>?d!ZGWkVTfKm)udTc8Kjvi)Osiu1nwX^zsz0^NrLkHG!{ozJj{Y{^!2T zOH1??b9JF3Bg3bA_ogf0mRo9jD=mSkTN~E>&dr4Dxp@rlp`H~NM-6>8-*ca6R$+pG zZRL9E^#hR4;Go0x3_0J;#Yb;{l?VN7YolGCjjD+!U47XXbx8l%Xp28+GH&_zr67BI zpgo1EipCXJ8s`?9J%NDV~J2Y^1YMjBYa0I4xGm7DefT^n%$FfP%R_ZBFu|c`MW@#4kx<5RKK*#2z<0ME+I_ z$c|VX$2K~8E!0}rFG;SfJ7wy*I-!qx_NIR>Sa2Wsn61kA=HM1t#=ditJvg3g`M`V8 zvG#C&M!fA?Mdz=Rxx}Q?4Hn%_9TIGrf)}@?2ns^p*j*qHz?eKeoP+e^roER8kchnX zDa^D@~EnZQ&M6a4gx-_w>kZ!R+)8I@jl4W!1ijI3v_hj&w8ucs%<a8L^qAN4Q`=xhyeQ zz0mGYcrf~-Uw*G5T8x#bR{y(Ozgt_j+*a4<5+!l`5-OdS)I z5@pj~4g~ok8;^B>x_bX0MQ^;mqXjFTsBsVO3>OahO`5mS!9it*u_b==R;O2T7l25> zc&!?4PXPA+zl1Fkr(?sw^tdhm$CkBhWTIbeY_yo+J2pVYroy>q!cz$xbN%*4b+@v9 zvRb$CayJ)kaW?Pca3_sP&@NL0sUQSQgbPQ0#(oD03RqOJzkK(GW za}VzJW>#BL&jYo2pB&w6%Jb`(fCj%`b;TXXWq#J#qyC+pi64zaPdU`*>{8#XuFEte zpPG$7-8QX~8`|`T%_LvjEjp~-7Zk)&pl%rte!;Vh516-`k#BakJlHDf7BKuBz*E8} zn^~AW;Q8KbX_LoRkHL^D%;$NEn4a<#VUF+vJqB?Wuabw9wSLq(Da^v61i+{_7hp8WW+T}y$F10Na^yfmMH6-lpwqVlIf967i z|F8rM4MCq>9UO{){k@<6)C7m3;b45|DzT90h@%tsPDr{~ww( z41Bg91Q-tgI|uO3KoMXh?CjtX5bz&nKtK?Pv&9fw{KKCJ7y|t7`$oK5#7X`;hw5J! oj_9Q`&O}Iq;eRBNhQiOf1tCpzCVu!Ew+1EAOjJTb>en^?2lPO60{{R3 delta 6191 zcmZvgbyQUC+Qy|*Qt47arDT$sAz!*2I>n&`k(Q7YHYr_Fl1ht&A|;*DF^ZIfFdza- z2+|>(Ip;g)tn874$6uIO%S_zGPnsp*GvlPSf&To&Sy=#By43?JnM&8GOG}e!f5|4%l z$2_Kewjj!2kutq#BI z(fyUDILja1^J9|@GtyO1sOvcH>60saZDGSh@+9+0uxQT|F})n1cga2CAtW>&k22n8 zeuyNwo(MIpH#DH&axa2oW=AjSTg?98Vo&0#>UQ2J4`Y9?Rx4jtpHrvsK$WBBd+QjB zB`ph}sHB}wdRuHi@-0t?&V8oaXC)4`cBULG28Hf|30Tt<&$kSpITHMcT?5EB=q9~y z#`k{RZFpR)Tj|D25{2PPMiJj6dX{WOEJ}2o98b&&Sh#_&P@ya87K`}FXJg+9JI@Ke zYqE&#cShJY5v#mq+Zsr*tv9*TRbg07G)fDCH%C=yaoXYR^dWlv-VZ1d>jA-hVV;^ZT4C0@*S4*GpUX2Z z#1*Dbr0V`l8Y~Hkg=ag*?g<+}PKFe8`D7#mx;%8XlQIvvs7m`z0%qnkIKA7ZLb>0G zn{9=+RvjEO^MvmWVo$e&T&-yb$R4$k?q>(jUoO+II9_{0IcyfC)7jAxIH%D+9LEom z-Mqf1GPH_~5B8eCXZDvS6?k~_3uLN99$Na;jCyZWvEFBl7E%BrQ_8o{aY-ap z2+OrMc%!(3i5(H=6WbLjB559W&Yb78EkRCL?~FbE*hja*nDUg6B-?6F)A+&HZ_$sx zYymC&^#l?fY)(#Pyb=rAFJm3D%e@>jGc|@F$@?;;aO7C8_2$R8t?Ou8e=PA} zTLK>TnmsT~)~WP+(ZUW;$}-~EzD3+nW^A>lOnAeOOfh9553ezz)9r{uCs!WGc;S5cq75kt%~x^e=e9vxga^+M+4o74BPORz++uUX|}b zvt+M`4TCWpIy4T7iVta>FX41~{A`q@-SY&otMceqR}ZlcH4;|<>K3^eLC6Tikb>L7l~x4fdiT%h|`0}J}4Pz{l@QWj~GmyX!|C51l`D{6)D@-cBq zl0>szNs^&!c$#@XV95EtHQCyHBc%hS4sEaiZ{L0%W8y<%&7FeOO)u`dBrHEzAJG!! zGve>7KERGgzsEU*zv2=#BVxIA!s3F~;SKr%+Nq3-H&j+F+hD^GeZMr5{K)mnY#Dw} zK5OI$vr`Qb5~~}!X(Wj64=)kY^XNQ!eF?`mRNSl@Jj$TP3$P$XgZCs8IhRmndD=dT zcDr5g18X#V&nnlpyKzfCp^%9Pq~9rNqKa{2(dnAR3dqI*0i1t` z09nm$Ki0!O^Ovl_ve|++;@K^|z!VuJ8~HDwZMK1&iq-XVxGy? zLA-p|Ji~J1flp;s00UT8gJn08?nH4#{UeR8A5;M#JvuNK$Q7BOu{opD6CaD-cL#JF9aUs$NUn47>fq6>J8jBB4rII2G^Of|dzOm+C ze=jrFhhXpdp$o5oqWct=m5*PyVZ5V7g#GC^kN6kO@3!%NU^0IGi~B%UHLN*i>Dy}F zrPJ$~j9tw?`F_t1x3Ohx`WCiZJUyK4ScMA+N`GP+N8mQ39tRLN>@r8D@B0DAyF~8T zkRkbX01$V)7yM~nE3S@S{`L`_`88H)%CETY%g36rOVy0qN=3Q%3B2W zqNrjtC(!bk#rAGMTJ86#?t?Kg{I@IK2z+j6VSOHpCTaVFp#|Pncb7BG-p7@DsrNjH zGJxr`vUJ{?&;a@A%m5Li)s=o~B;GrSB-;%cb$4h0g%a6Xh+vWpICh3qFLXxZ{TX*^ zgJfl5d6263Z91b-b)|9@)*isRPp{}PJBP7v7ONRKvn(&peRHcQp(c47HC;OpewyPi zQJiDWc%uG+W;B77){pgJ&aHBep*xMvrA%+10P@}9 zn{vNimwp`|Zz-$u@;1Id2#p&aj$3>(IOf>?8nwemim%vVh5&?t%Y2`u|L)lmoi|h%h<_g&^x0l_u zVv$0|)tqc}lrsJe$Itf%Vj0rIDKDNc)xtfUb49DCXfh#3jTUmnkMFG3IHq`{_1M@~ z?{dQ{a@g-_`DJaaH3?RZV;TWvgItQWk!OxUrtGtit;|BHe5g!JD4F^6=<0gK>D&i3 zFB{S<#~!mbqQPV%Gu8!RgM6<^q_XOaY)f+%H54}ghz5YXO-BcoekP;{Uzv41Kx1$1 zP7I8w(0r`0{P?AOSi9PG#^Tuv7v1ko{;NIF(LFOtsd>Kz)JHvii_~XRhYUO z8&U6DZ?ydFFqj8^Jh`(oQh8OgtBEY)QuVz^ChJ~Rgf>r|4r#qdf`1qq8Pu%^sa-=|-!R$3~#vhPwhU9a3!|Bh}=zGYdxolZ(cSkL{TQGW0vG z1$1c(1fPXUyDhAHA29rfc*?9h>5H(>l(HPpLSK|izZ#it^ zfKQi<^riHI^UBg+rA;Ug71KlIlUCl4(rw-PUWd7jRQOEAx5qoJ3tKX+uYNcKP11fN zoiAC_;=B4xQ7W?@5Z%hbw3Zh%`I{mgR`?uVS)LVrT_{Ocd{^wC!EF`f9*J&S8(w#- zT|DaT&WP(_%0j267m8hf{f7bkn#M&SF#$6@Ex%Fz#_-Llg>3$+qJTcK_h|x)m5hBX z8(LjU*Cdzx(>EWF@ENZ7Hj+S=NuS<9S4~?uLh5`sJvU#fFZU#a zI9nMu?Lfyy4?17u_^g%q_ulNn@l8c1j6P`41Z`{#DcweMIXn41$!V)|RMjNO34K9( zWSL7bisgJ7LA?2%$m83~l&ZvQHhx+i9zOls6qB^Sq;`Ss(|B8dx4WAIzXBt!T4c+j zb;CUmTtWOqc~hjK6X^`Hq7429xZZE;F^_3t&uSd49d4RdJ#g9QDuQzg7~#`(1T>yn zvI^%rmUcT(i8P3rER_1S6o8Cl9-s0aW@Q=EB|0`1m6p#^t&CD`K}N^WE#suKFVwV% z-IW(@*hhepof(h8Lwc7lHGwiShhF}&E&cstqug>HO9vh$0nAPNceK{NRvBld&`~mcDZ9* zV?s!Jzdm;`vt<5y!I_PNyf%BE;Y-nZ-2Mc6LPDWfv`Tq_nJjZUe#JY8EJDAi+-3$N zrMLJ?d`(=~+!W~-RxN4cS35kEjue5m6lpn`jEYx#te+Gn^LqMRp57hFJxLgP>J)P) zdjY!ym=Fg`Cr>AF*sZ+%-D$tn)Eu6&qif;@8`+>Y#)88pR_I81vdPIW;&tOqBRe1-NVX1i3Wd? zEw|ix@3h#Z+wb^Cmxilik1?vqHyc*2iKV{OnMmTOsjB z&U3DttDdKpyNZ|uE`dnL)^oc9;QxK^#w4R%LO~4S``Mj?UW`QKI0FSWDgix~Ke}T) zLG1#{4z%ul*X!S8s4|tR5e4iGHD|C&iPn!#cok5}-J4r`cqL+_E`H?C2e`nV=b96P z=0~q#By(Gqz6@!e_AF+UKc{XFOW}K4>EMU=XhBnSi7gKJ^#esYhtaI8R^8gcY)JpQ z-LxXJKQU!^A)3Z`c$6$EAKh}g0F=l?qSMY;q2Tff4G}iDum_E`#&A1vBX|SSfXmZbr zk;h)(;j7i*VU^RD#q#3h@XM#Pp=q?maE1ZA$1W@$ zZvqm0pnv}OT==N}bpZk)p~%10z$iEv4n_Q}27(bjz93oiF!gYQ_FdPX7onI_L_}+M~1_Plk)Zi#6=={MD5EP91+gbpOf`Aa`rURp3 zU@-FU6BBeWBozF&#e^Ch0*9Zg!N4&1-(4l>B%qM<&OiwBN&puYBOvEDgdil47ZxMI zpz{sFz$nyt2MNbQF4hpR|F{7B-+d=c3?cM*t{Er-^k3nBbWj8gaZx96K?j3KTyO!3 zgn-XE1E8Qt3E2623`HU@Y)A;)g&;vuVAO>yK+cEtpTnVG=Usq72~p<*{x|&uAru6^ zU@O6eb6ulg2*`z|VF(23eBfY6*aiFHAh^VTa|HbBu_HV>AO!rpt#B~-LNMWA3B>tk z;7}O!!dj>Vcz)Sdu5n6sm+>rn zyW7uo-#rPsG&Q=pj<(ZnuKxRQ{{ZZ=DwpP)uoH(6S?n6Ye(Oh7&8Oq=3Z zdD+XLtKA>!BCF0f>DE|_Y$rbHMbfQ@qVRpmCgzN^Hn|XL0B6W1&-HyB4 zUWbOVu*)|_Xo-R&7Dr{|jFnaSGdFV{kEMqcRc94k;>&mxy<;rbi$%mftd%KSLuQj-XJ~(IGtJvPhFnK{xX*Pa zjPj90u&{uKp6AWJG;XR4&UIhv(9#Og&kSa+`b7sSe)#42kWr)OD=~x*eLtG=GPEhQ zJ-1BQiK;_RlF9qRBM!=Vn$Kke<1(U!t&eXb6P9h*1s)%^jyGLd$2BBtsj6H{I6R+_ zO#VK$Qplz(ieAQuESf!1rCnv$?Uq1IeAvbkiSdeKi?&$eRK?c#kaE4s`)Zabg^T3{L69mEotT9gU1N^TDtSR^YnWCu5>MLww%d9olF(I^~u zXkb&_QGXcu^+KKhtVKuKk>NYJ_mVT7UIran8Im^qBpVAH3Ba->!!a}bNOzZ}fIwmYM;(4bfG^P)x z+%`6VDesMdk!y_X<oG%X!{!{JcPz?ty>T!eR&B1<-PJyZZ4#ch7XI+^ zt-git6t|~gf!+HYGUsxrwFOtqSq*a!{o2nI^o06)OOdxtKB^~~rrmqL#5z@fTlcla zd6|J+>Kl^GOzRYB)5qT!Lb*)O#6FvCs)W1g0)gj-j|o$pxM1~Wt20Hd6GcJoSvRxJ zr*evLl6ITsZk^#|j$k9Hr%`VeSC-C?C8wFcI=jLJ!yHOyH7JNu_aM`tk7S$D?}DjJ(X-YiYw6e2LNacfLTF`~<)E>k`` z-8POo?w~{DCr5V^dG~X6yJk`)74a!;?`pF2IdxKTB?iB~Z$itda$W7Z^TZS%%Y*)L z!1X74x;H8PVWVce^d;ht+(*2@Q&Ihih%FXf;Z=IOH4{aut0_JRrlG2*<`?(J1Kf92 zm5m-SMUYybJql+x@2gVwpN?JmNw~UmZ?$-NYJaqLe2$q@0rPEQ+T5Ee=Eqn?wzv9E ztq$v5-z2x}`tWdql4-sylKrpoFA8r{w*uR@=^8iso}O1yLTEp9Gi;=zm)-(6r@0Jm zujvsM^33NR+;G?1{np4@cu{qaZS#kBbt-=hsV4K+`~DkEyWAY}WX7RVk)cgf^OR;4 z4}CWl%BO<6m~^Q<3Gi1JhH4axB(XRi}3FdiBYM;8z^2Fy;k+)*#` z`+`TXe7kwJFu3j_N95zC7@wzR(tJwkd_677>ZH!eMm_im;oJzl{%OI2h0XTc8q7Ys zg6jFMje{K*67>te85AvTf0DjEsmYrRNSZF0`y9omIV#u~+VgjN2cAO9>d*6Za$Lw{ zIQ4}oIRdRX6rt3VG|~ZgD7H*2JLA3=F*H2Tq78T(OqR|?ad;JHf3moJ6s+&Y-fEaw zw%QzUr<~vO;+T+#YShnS692ThFQ+HA9^Rt7m8^Zru~jf|CEDOYnv~_YLgRMyA`rXG z+30g*kC?oq&L~;$)hFj5Hxnd9OnGir=;lybir(swANOmX2iI%$++#o2hEf_p;duXZSMg?g#caNose|;0u9iU)jb4IxiH$nHH3g5>cpTA= zauzn%1kzadgWojJ>xqFA*uWit+`8|od`nk1stw!33m2iaz z>yBwZ^yG&)a#oLsx5-j9``DInTe+Dvk7;P% zB*jZjjlPgi*niXbjZ6PA&0%VBUG2-4Oh0M8T3K4FiJ8wtRa1xfz%0mYuE+6`-i_Iq zYP@w=mnG5CpCsEDvWwT2y)+aYJ<(<^Yo;cDZ7)k^ld|kg)AIXv)H`xS8IbC3S3+0+ zMtbse6CYJA}b=btwbYC_5hDqlJ3y*cg#qf$PePu*c@IRoG-okVceF(MD)_= ztDd(LbP6Adpra#JH(W@3Oy^Dv%MW9WU%q<4H}&EnSH;*_LM!GN*er4YL1ofbs}EiPHpUDk zYHybIez||=g2?qRBK?ASh2jj36D9#Z558*p3XKvu86OH-kh1D2RV2k}DOj5_GsA+y zyDtoAylW46^(uJhzV^+8Fo4-oEu*lQ>dE@MEzjI49zsd^Hn~SiymPZ6%%RT(<&s@o zY&7w#VoSMpCc;`l!h5f0Wc@$PC^?zY_7n^AsywQpz#207Rj1h z?^g&@pEn!ikJy+ zddsp!^*V>HJLRX_c`EprREB#O5KTV4(ai3KWSY*zdJ5;MDmC=<%<52FZBSoSr#u}g zcCT>g!c-*bdX9C@Cg;4L|K0=7O#@egwL_w;utvjW^S9)~9L9NMY5n7J__+NkN?PkB zU?#Qi;v>Qx8$10RcUJ(#zUfT*Rq9FLr=^<2j@+j{Zl8`CL#3L2G!o_t;0`&rh+B=3|Zjdo=b&_a}*^5>Sw(b0XLjLi)WQ5y*A@64}g zuJ>4dWRXD`c`aJh)~qXEb%gJi|H?FjDho&DR>AI1{=5M3%*v)6SrF} zQzUSN%PuOR7^o*{fDT4I->Uifo6a^iNn#i5(5pXFFK~>@y+G5Wz7-FM-?=1;Iy4Pt znHLK!cIr&@?5|dLAE?&9`@v1TmzUTp54n~e?a=>dntfSD{tCmzXY}@`nM@y*%iZ)A zp^On$eo-3dF(zzpkH4<@?s!6G#gc3@5_>8cUTHwl{5;}qN+;0GE1yrcrK)Z+xWu=W zl90bvIlM5#w2@g;J(2i^dmeYmp~eZ;LS~-e6>%#<)J(@je>$U6A5USQLRZ0&CpoPh zt7QE)xZ89dZk*24+_p{oJoyiU!2)(&avy_RzSm4|y1TpB9xC3~cTiMUZM%J?B*!80 z#>*>*<~Fi2A9AID5IfC&u`&Plu(wz6hhr~PO*RU*Ne3yyDlMXi1{T`uTG|VESf|MA zW}Qh6N!Aj`b}u$`Z(iVS{JACjDfJE8xvIJIbV73EHN>l5Uhj51k62_%$(W)oSpGPz zt+6{}+e$FH*gja^{7vyppi{G%u`PG8%TKN(JVo#9{lpjwDu6}us5>@hM;6EJ|EXcO zcwr|QNvGEq+V}^HTj<=pp^Y#{JsOE*! zEaS-E!7p7Hp)Ul?-R|l9n${;;>ApDps?RO`{q>I>c}OV<*PXS9CmCl|nQ_&=bA8Qf zLFaHYX5Z?As4_dc#lK8$RWI(&@Aol1TXhV$_k+FLl+YLT=uN#yh~IlXxo29WLj;vO zqVAYzi*)e`7UqgN!3BTQ$#r{j%TZXfDCI0^D24AnVxYf<-(vG~=amvGb^Xbl*9o_2T z_{Y1xExnI-E8<`A@yk4{>xoTWGXE;nFpDR6WtxNL%?|H`{7G#78I5uqRK~aC2U7_%gQMH>UvyIm2~r5SLv=(uYBn? z8t*J&DAQGXZC6>Ja_&@JZJ7?zvkSr6XR|`StndCjw`QH4mR?%e@Rne5%|#`COkA_0 zsio=wqxSY&T4(bmY*{JXZI<=vVE?S}*zUKquaRjr8zmowWiJB# zEtFPl-+U;xwwyiTF6QT%) z-C{+M9>GAt^~GmCwwL2cCUiKDMqA3y1oBslfAEom@l}3!oG^^?4WJC~?Xts~9fr3$ zJI#ynYDC9mq^xCkJhF7osWzaOpel1Aw>h?LDSW$9TDo%0P0Yv5am}hYWO{F5w)Fz3 zZ|z9Lb04A0w1O)G`RSu~pI^fCHSIhKh;`896wLm4(K=Z|@ySq1v+*mztcsQI43TEe zM^Y?GT})NUCB(S|#B69BGEusWn3n*Sc&m)~N@8LeaXk^7%_PydocJE_+ea$XxE`l0 z7+u(|cvxb(JPD)Y3p#f6Lq((R2RukB>84IL^l7|RY*o=$1rz&+rvgegBzVJDt0hsS zV%;3apWlA5vvIxbxY2#PzV7|KxEgYd^7Ex|Co_KWItMZN5)nyBr?Q&MYravKOYC#g zf!{H8;XZ)hdVAbH!y746=Lrjuxn<{oZU1_W!PFWiu}H3$0{y9F8`}-(f#n9AbDBH; zOGiIoQW*g~BQa7BI?r6hy-~yNEMO|qU0*dM*~RVU)222wzU&x1ZuHFK6HBiHUY#3% zKK_ZRx&AUcLNsoRM(}G9 z{(!*v=FcChcD#nYXLj~;nZxHW-_UOYXS`rttqQvRG3HIig?n6|G|9x7%-fk-$Wjzj-$1c^Xlkw~Zv3&;LDIM6=$;BfeV3;&eikq8JFfk%UW z|9&70jzPm9dT5%AM85&=mQ=nMt{#lqo8*hv`{ z0dX3{;&6XC2>gHE;cx^TeZnvT4XqCZ9s`F%4g|4aLZMD05hrT_gGB$9CXj#7X%sX% zP=-T8jDUtg%TOaA^v^>2r;gxo6c!F~2E^h}5C%a#JOY5^1pI=JL_;V<;IVKhg>X0q z1)BV`QvU87P=p70t3BT&#HgrTv} z_C&xiV7WpA0Y7>}SOE2q&<+DYAr=dX7&Lr>1q2L>I5Ci5SPb+)Bv_Kr`arI)affuslxcfh!Ag9+-99 zKWqVi?R;?5;7=-o{6oPABnrw59)U)mlwpxj`tjh}f#@M&0N7y=BVZ($|A-C?nOtC{ zB5)YUkV5`ilqY3KEQA?Q@2{Qni~oP<2X94?Rs{Dc2D*rlFdPCJ9Vi2z-`PTf+xYJ} z|Nl1NNCf&{dVl60RK!7-1b7WYL5B}mmq;X(Lh#;m;+6x)VNW;>$0L!@>PH{}+=)mK xDA<3<5Ew{dg4Zh?boC+;7$kJ+fim=e=;8iq*+e)QiR@YMra;EcEw6Fy{{Zj*Ja+&9 delta 8190 zcmZvB2RPRK_kZ@xC^T$Y8M*hc$;g%+B3o93toVdT**i0ZBw4pjNF*yGQ8rQb-iiL7 zp6C1gpQn%CeYvmuzRq=C=Y7uWyv})lF86Re(_sQr%wyaJzz}da430zm{y+%BU;^MD=%;bZ`u}!`4Ko9d|T-#07(6mW*QZyQJ8HPj)`7bo}C(@*zMHj$n5;pWNOZNz23)9dQ^(w z2OJ^2J707kaGCy;)KFH*=eS$CnBf-qWi%*HaHpL~m2RZjSz6b%ZH}F{=basV<;jN? zZ~UkfslfR4%vW83Qn#CKqZ^YyHw!38`rk=TzAVcH=Lnzr_5gWrl`(`un-SIeN<1)# z7WO6{A7)G9h3e0b%=YU;Ff)Q~WX02Vs_tUaD z{-o^_{tZrj?Kp$B2A%?=$_9c3Dpd$(#W~fGYue<^)0Qcy45Cee)IcXd_!ZDV(p-W^rOSg z()4D8-ST9!W6@IGk>DFsPTA4@qk(b#4Y4Y^=}{3juN^DpnXxdnJ&wTDl*7xcRS}K2 zU9l4%^G@(`(nf9h0DdzY-1ow4PLx}>)!8I)L;>~T?m(cT)DpXKAz>Zswxlt$J~P+0 z*E(5nqq#KAiH$Pm2E*49@;FWJEBC%}kx=_+lTf&|PCe!gdvleFQfn=uWT%PZvsx5| zw#&@C*kRLf8~>ntkGuZd!^xF~jj7du2A-n1e*CHS)uA`c;kDOZd>-xfpQo2(9byWs zWY7k}v`D|T3otwsXUlrQ_vs<}8XZO_qJA^y6o!(KCn_cHRmEMZ*HOkR45cbj@q&8$ zc#P6F57m+r{Shjbo;*jVo<`l1u_}DGPRTa#M!qELJ6Xxu<&P&cdTG_3vXf6*d?Au6m!m^k!s@&NOs$4X6ILV9u|PAzV859 z5@O${^yC(2m2NO$-r$_%*eiMD8Jx!3MHm=EmRFnmpJL?3Dno~v_)dlnpK3`w4K4WDCR^3BbSjCMgan{j#2U)b{y~WxN_0*JGCMEH zBy08@=_=B1yd5`SyDqxMAty~D=&wDg{ctr6&@O6oH@;ll+iXzS>Qi75*(-BzLm`L7 z)ndO^;EWf6^$r(1Rli#`an;o3kixT=uACj=n;EiNT z1hP>+EIzr)zb<*GXFZ|v&`;uu;aBHKS>^CGxTBe69zZkS2-BBjf3zUhFc|-q{`yId zREi<_19;b&S5apchv@eiW|!|f{UBLmXbzs9@-YvyiZd!HsR3B!D3zzXOoz|3GHN_& zG2LN~&LN(mU+WE8VYMj_N;9RIAC7`|IRN#00nv2VxpFTuC=0tD5evTkdZg5#g6p9i zATF|XE%TfzU7*+pn2TuiU4f;J#)><+GR=OOlWcEcfL;8CtCaZyq7fJ9*#REWM z!sYWx32O&eCBqv+w0g;wz6ZIddhhDvM0qX!Y$L1lRMJHeMS4{cAA zDZ5n3RQ$?7^41UTS3VFEEinFGbZzt-|M-v4rc2`6I;DQ&A3oo9ce+MYlV9C?#4&z? z5bR}-slO*6aoeziR=iLz_VN7)9~+TA;HGGcg%~%Rk3&t(tLmG4u528OD+T^~5M6GO6p0^ika{9MELU zm1odUx}n2axAd@VqM3jE7OqAqU2Hc-*-EC~msy~p9^opL<0!h2%D?akC*QF_mk}GU z=4l-KV!55jF>yR`th}|K@MW0uV1KUrLXU|5?Q``dumXdMH(0kDjtldNflrbee{6i& zEacuVS5YX4U5vp6w&nKl^GlB?vjKr>9zw2Zf32BGfDCHM= zE7Mv|Bi?cL4WARwJ=R(g>ASN{enerB6Pw1}64@r8IT^3XMC(E9Qk9+^DfScK7INrZ zm-sj*`pLL1m+v0y6d>SOOmjhb)P$laUBdBJ-!R*zd=nMmz1N26X=&6qkh!X_m>2rs z{rlCdFIFJ~Bg72G6Au@&*Ue}YU`dnRRN@ckdWP~CpiPB;kFu;TxV0s7d{@lF;SG>9NH>`-G`e{{J=kdb zVORFa7f(&sT%S8=Og;a;eERgeaJBH=u@`JYLlWu%r(Fm23_r)1PdP{i^U@IsXFZ)| zybs3ZJN3ROo+S9a*V1*&&fb;c5`U#%jaHF5*DQP&g1p+2AA9x7Mss=xH3H`pPu#KN zws0#*JeQHKp_nrV7=I6&Q4Qi5NasvmC`I2{{ZifHAZD+*x>&RIdc1Tji&N*rwezw0 zJ%~Gl<(|3jH2uRT?TQnt2fbKX;65&&^ps_kx`f=!NiCF6v|`G6EODfd^m4L;8wYzt z#Xb}n!|b}Mvbx!>PIif6+G_xhm(r4buM329r*o<-!N-Egz|kn?0^^r5I{9)DoEwgx z1a0^Op1X&5@avaX%x&sA&(kN)J65ABQ3w<2kr{ZTBB!0NP z)>EvGp}$?-M9JZvZ(b&R2k81d_NWWd$9CrqHv4pmAx5t@J+t%fLJPp-ZfzNv{ zO|H{WhUqA__T}csPn*b!`BY-vR4M7)(9Tm;?F z3!fiR7r+N+@*?fgkr&9$)%xc9-t=#CQi`PtJ5twg<0g-@Q>>Y!v=D&Jwe|ajD~+Y` zKWZJF-d}3ZUdZ+{zN61EHbN--=y%6Q*-lIA!DBS-WAvx9KtA$k1hwSLl+<-P#w=p@ z{vJPf!)jx9|7=18KcM^Y!}D&nPiL-fb9bE`AoH@CcQ!OIxF@mbjC44PKEpF2n}VJ; znqjPQ`+m3L;{E~g$a^npi!o!tMO(KF7dto6U17`ibaC#I&LyJH>ZajIcN1(Wv1aST zJjSs$S+O%Y*0}@t3GAs1ZRgx`gyoL}YRQ(F!~J(%&0l-P#$^HPA8W>BLR=D813M;DIT7%|jW!X${pvHY3<=XUgIy{MRSHD8bu^oo7hzYYukeR*&4H%{YF^ z>24y^?pBQXnXnF>-!Od>zBp?Ah&i2OYr5yUX{U<|mAE7ToQg<~o4xX_Q#q7ez}$C7 z+wQ$w-1+M5l{$s}ck}(U`n|G8LBf_qJXR08jO2Z;a=8`kM!frShV^^e(R}H;=xL8{ z+Il@~`kE}NA_B8q3BkcG@+hZ~N*`p>-8!i!%)Sd-TAJy2_pbtZ z_0tFRPHZyXH%Pw9)8#~SoL=K*N{JQlmuQUN<=lDNWJ~Z@cvS^Bul&HxE-L3 zQ?(adSi2+J<-ap}vRQ$hb#6VQZ$P>0If>epO%O{_mG*@|3cWY>)oOQ~7=KrYKBg}-@iA>%afG|2Qz9kea zmuo(FMMh_ST(so9!pP>tKz?n-x1WmfE?oT{@M6%|xufsJT-r0wnAb%oZYXFMH4 zCF;e9^ZGxc$ioBM`%L%}Q#W3RKkp*SnCCGsT2{KY5A4jH^&^T88SM``Y~j7h%%eyt z|JqZhDXT@##K2%=>1El_g6XM&+VEen{qN!pj-T^mV|D9l&k~qS)A))a>6af|{X%}> zS5QfZuCAHc^i%Ua&8Vo%Ezga`@$~f9)tPpV%L=LnadJ)1=px^0iYV0Do>W6$sul1i zxh1;!<(K?9BizAeAG^Qj_Mh41gGAknDbYXxjIOhfE=Dc z&zY2(=}z1w>_Dq$c9_iF38$M(2i+B!nukMJ-a8(1rU|NjcRt`w18G)L3T{`%%``8t zV_hbc!$TO>?Y>Aw9`SIP4F@PkU;VjavXLPX_F(lktG6FVsJVC?tKuo<5c`{)LiK~q zCjPvP?!*1hPaceU`%vR|!-_j)*O%)? zPA-#v5IP&<@SKS`G0^Iw&@(c!6xswijh>>j_p_veQ++GFcPP6_Ddq;3 zwSghlCs3bdfdwu4$vMC?F&>pXctpxaf`{RgkH9Yg5{~48 z{eE$|a8dvMM8Z)hEaFcaXvX8=P#YZdJ!V6pAy@<+g~no_epoyP{o4lodoT=!L*gI- zK`;&p2?+Y(@Q{E=I39_@{douyfjaJoz#>uqjR&3&zHlJ=PcT?85)BE6z@y=Cs2?1I zMne4HFgy%#+=fCQD-MkWaR1E)Oa%nvk=Q?z0sqg9#6a2vCWFC1v2ggG)%}hKhhs62 zq(Lkm{&#}F|L;2-j)3Ei9gM(0^?|@+;Alud5Q{rjF&v3Ft_2Jd5BqO%ApgIUhE@mK zaCpce;K3Lar0-xqknq2R^skOU8y2bs5R1b>7zF+B7y!}}I2?_{Luf_dv2ZAbaL|H0 zb}$A9^#ide)G(5@n9Gvbix1-jDtZc2EoTzK)|qwV+#p}#Xtih!I_8Z0|CRKq4a|`aJO>( zz5o6ZAqYl7`;LI&u?R@t5#aA{Xh=UnECvZ>0Td?e7#9B@27&)wI^e!NmLURvY_<`< z=Ly0V^0)q>hah1X7_@cB-)r+mG;lO16;{RXz5nwHU9)iGuDuf)2z{8Nx6^w*|Gj`k$97aeyJRAl8mo4D$ zJ0AwZk2~U_YZ-w@AhA$pz~XSnZCEUnempqb5I-agK%k+b0aL;JAJt(Yo9lPVcyQ~3 zdjEI#BVi!_$89J$gc;E9?>i@%kCKcYfa)6*Ee-+EG7^SELA8toZ+hsh4n9zUoq(kE z`(B1L7W4xL;V-{`FJW*cVvgndTaCv8;xNabfk2%>>xAP`(0deoE&{KX|0W2E5Hy0n ztN+*dmkou0b_{`rp`gtC?$QZ_K0ZY) GrT+({@S!09 diff --git a/slides/pdf/02-dags.pdf b/slides/pdf/02-dags.pdf index 9fcff77f3f47385735d459e4f09214f7270d1e5d..9f61109a54330207857e3486826655d353431f36 100644 GIT binary patch delta 8207 zcmZu$2{@Hq*KQ=UN~w?`k@-32Iit*TC^96On#@zC45=q2v&@|jktt*hg$TW53X!3d zc}OxOLZbNh>HXgK?>xS)_N8mJ*1p%e*V^~q&M8PyoK04YR941|FiI)AT3&Fsb#_v@ z;BLuxOhp$$t<9T9nXA%5vB>7cL*3{{s*FA6A+XLBxyjBmqmS^4VSNyJsF1co>XA{rGd(F1HGS9VI zSvNHEZ_6u;=d7{GcgjSJ>$)rsk;5`KW2R)!^pzj01ilDx@Ilqszp95``6U zQoJmAf{2-s`vuM<=tZ=!R7GwcU-w@UPrlr_+e2$owD5gx%!i){c{Q>L4m;0uX*}kD`Ys<4Y6tJ+H7~!+?79Vy?kcN zIk|%$@X9)f(4f*F@A-)=rI@}alJnAcWdpIv_v4e3LaXT{xhr2c_-zSR<7d#~lNM0I zF5cdAj6-R=j32k~UOmNtbZ!k1AM=E@_x|6WQ3T2he)eZEy;1XKntmo$CAHM#Z&H6; zvWgsOu)4O7`@4n1a7dDK%&QUm1|3cTi6nWPeA3wMKEfQ|ya!wIT}TE64D={e|9t zg;ep7Do#erhPyUgSz7K@`70Wl891a)nVL9*1=S;t&si(Xk$t%D(p37cJCxe~?w>{d1Wufr4 zUaQ|)^O1vZ?8Unb#$jdI>9G%dFD4}NjW>*ce6M>d`0c=})t!S+^VWAp>RV`kF`K?o z>^{Bq+4Zb-;g1N#FWfW$x1g>eu=}d|U|=BfcvjBnGx7Yo+plr1VLvv^#+_gT<^2<3 z50^!rhsp(tOx3YjS|_f~ho|`)Zt*EOZL7UMI`~BtQGzJ0zVV|T3E}qg`1Y>mRJ-Jk zpfKF%K$tM)%xKsSU**f`VFo8dYLyJOMLg`x+ihwd(RbMZDJi^Tvt!}(Cs=*xxQ=`H zpr=WFNKQqYUjU2j);)H1$&;zp77|Q()$6~uWr<0p72k_1NA5b)X)Ovp?PyuqukhJc zGv-Z7M@B~4d5lEV0hX(yE|k4~GF{HOqPdKVON38Ghr(Uo-lXHijS3X8Xc1hCcuLr#hg`<9RLsnf_4p0jzTw=Q!XpVy>Wedd z_yOan2T^3CC{I^GMf6GSxhG2NW@kF0a6E4^9{<9`tMUY!^gJ&&PGty`dgttNFC*?A zbA&_h`wEwud}*mk$()l?`?E@8?;3TrOiQfKh=+P7DP~R3`@EvBy7jdA{Nnz}*7u@y z=iN?sG&|hcog}1jm`SCX1LI?(H2O@vM!o&6glS6nr4^*mZ+FrejcY9a%KKRzRmBSA zt}eX{-fI)R+~g=AETujuD7P$0P;-vf!Q8M^lwAL*Asv5IRmRDg;liMUZbH>9EiI1n zF1pf>gkH3xK?Y-mH&8Q3&Cf``t!38{GQO6sgxq=PG!Qa7;&CG} zuh&G^%8)_&)dQK%tB)ns=N=OG9C_#38g;9{FMoEargOnX=cv4DIQGlTn^6Y6ezL+} z%l&EElrKylRgGDzo8)_O`sbv_vYy{%%gAp3UYetSt_8_i_HgIUxs;t0AlY&)dByF^XeLbGaIdC%aAz@tMYT%5X$g0ECxi{vnce^hIq2p)*w zkn4u3J`D#Ubw`khJagV`Z7t{QYoh%=*&{1{{laz$9fuiJe#%@_A2Jeqq7t+gev>O~ z7*i`g$tL8)Mt?iC;6sjSXk0Rsz|np+@@Akd z+m*qk$f~teNwfdgy!Ht>!3LJ(seP978WS#DwgHgoFv6}>eZRFk?~52w|+scq}2)q&AHCiLQRyZECzc*Ajnt4vQ=VG^yu(l!7 zhL+)sJkBn_LId_0g`G+c>TT#;X|UU}J3I?V(T~tv3C_>Q4mq4;I-U@y39ofG=yCqo zcU*Y#YJ9mpcV1XNpY@2Qudw#|NRO7VlrLr7iQf+yEMI78Y7br~24x+VJ;wC|qm+># zlWoozVC9}NhQDB@r)QNc@#wX>@E*>)A754WV1D+CE|$+6ZF$L3a+c9{^6(?ua*xIE z%quRX60)YPW7a-~whyXAgW1ZD4ZUv?FKxch>y0(nH9Q%3sj9yE^0jrjQtPzl7OpqT zK00)aiwKL}4SoIom5Kkb2PHA)s4_5gZmeF+i|n^;j?-3Km^tzg_Ty34ETgvyJu8~= z^HJR_y}gcX=ZzGCdumN?WnrP%{%hI?u6fDS$9s;)8_nf+p0yVi`hnim6lX{??axh7}bQ& zi`|R3Ku#md$=kW!j_zFOG@a+#8wo& zJeSz`HWnF6Seq2_tyhpdv~{P}ZpH4$lY9eHmo3hmJmqG8?V6W!twH7)`zDPO{7H!# z=jQHa9I1-hAaF&GnSaNuK1mqpm`};xb8(NswjW;S9t}+9Gx?XWST0{lZ~JhNZ%shw zz4i@kV9EUK$@QBh#{RXrJaZxofw0AmkHNEUMRgnu(MT7wM0i5e2ET>CO_{4#RDw)dqN;RgdA{!a0x@5_{?TkD?njC+)RA}po~N=IZ#N~|vg4>&3b7*8na z%nnq#2~P-=RR&o~BVYQm+8@aOnsrNkpWZlO^?4WP{q0rf38Iy zN{KV;RtqC52l`HOuN^FClp*Xt8t3zH@V2$=gqas*PhVu^@Q6sQu-a;E7i&b1X)V#& zC-!yat>m<#uf3(~b!(OPua*rO$n6^v6T(PIo=!ClsUA%_FVm;}`e1h_w)&jFcwB$)b)Q zW0iNSu{m>?Q*3X2O3%Cv<4~(U19uu%r51BTwF&9O5#DBrFpBfz%82U>p#ysI_b<

$nG zbK8q&-bK%*RwUDHJJzk{k9X$14Van=IOB8N*UCz1Lc83=ce1fDV#CJtvfF@)Vre7; zLyUT%%iiOsnb}IXYSr1)3rE`g4s}@`T5~MrPH(dse?q7lwCkC6++b78F}0?oReS<0X@dO?7Z)vd%B(DhkzF2%}xtwr)xePoCiJ+I3u3S03lQyG;NrYqDJF zq~SRwkX&67Gt%Y3jXV;@Gc{`JztOe7Z=O4!KXsy4ye}@CJU3x!jf)5>v=kh{RAy%) zhYuw*JJfa^2^GfbXR(r9deM=PfG9z2c_81k3;w_fiyQjh;Wuy7ZRhl?IY0FIp zY49c=oLZF0%+NCZJ|0bu|F0l}k;WFi5bHOLMk&;nDL*+f6^!;(=I!#FIN1k+;RAUxq8rjh^l z9l}8bbcPrRhBna;{6N~Y8v?QjI22oW5}rsv6^ADgFenBQDhLimHK3mexJH4H2xvbD zY)HbRnSmh!iUrK?+WsE6f9DNPBEn=mf(9XyHYEc?peblSkRPg_coLWeT0c-628-VW zOoqw-3^4Ndu>+NW=F#?v8jMG62!W5qV01shw86N4HvI2?z(ypZk2Z`Ul2I)|0Dx{_Fx z66hz1Hfaomz*sU41ww*w;4^>PfdjJz&IH;<26|0n1IfTx3@r#mB9UPnsyJXHQkC^L z|Nm+~4C4qWx=3UQG>QfUTm}%jVk$5ZEnGnPVIpmUAQni<|IY{V_oV~ocT>e=ECG+E zkPHJFX_5iJK;qEVfq_Hm0szM0Hqj3wI6M(eH5reAHnD)m<7io+0+TjTO$OVc+e9Xl zNhl051crf{G?o8iH2YCwahU(7pYeD9 z!QF&Gv48=%BqA*fzy?mlAHg7Z>V^aq{Zv2n4Tu4r7|iBm5Hg;Y8mc4u>ZRJqsLKQZ z6R;?C{0)H`LSWk@T+~<``FA0p{(q+*g9RrKMHdFfqNJ4?OeE0u7=Ylgn`3bVl%{}K zA~@WCU;um&jK`n^glfZYo>n4ulMRDMYdUxvfHw_#Sh1i{Xr@8R2#!`PsKKO7vj7tb zsN)IzfJkkM#oF(fm7^f8T#pBmSRP$-gau!3jeTA-GUCwFFDR z5H}4b2?uRTkN_P2Oa`H51A2n)JC?Y)??BSwO%#IX+MoUWeIiJNzlZCO*@8*nh59Ej zz=eS%A)A7MwxW}P$>=K@1Oq8VGXtKdDE*-N;ZP4x41|M0m;X*i^IxiQ;Nn1^PaM#6 zbb>e>ys5`HaP>lz3#Zuk%A#|}k@5fIR}Ac?t^x&u@suL41%fUMj|Ja>qqqYPBh<|T zWCOhW&<)2EG5^B`m`Cpio)7=6p58l_9~zN>!;{IB0UdS?1}sEmJbF}BNA3Rru{^$F delta 8461 zcmZu$2{@H)^ADjcon$FXoGg(n&smo0VC#F{ z!(H9h*8wf1u7Cxw7z}_RVc~BW%wYhKg#W>M`X2WGpGx8tTZjN2IfC}_g)eer3&_ke z9d#DMaD?PkeDTS>X0KhtQGja5n67uo6?sJnQ)ScN5|NG{oT?`jC@x^_j%oIhuOB>O zBuv@05cJtG{?fau8ygk!trfXL;U|{gGqQZ&*VYs&@~F{=(ycS)vz`&^=swr=eZBWh z#^CJaQsUUkXNXHS{2@C1!8;{=&ExllFIIk{Oas9Mn<*nmP4LoDtJG+F2)!LKq=Gxd?L2dKgoGYiWu*7!;$Xpxrc*)_5N^rtU z2k>^5Bw<>d(95E!V0UB5(I)%M)=mff_R@L%+1(4LvqYf{DK4~MkpSgCl4l+V>@J*@ z7X!x{s*RNmJNfK>5GF`s z#e#IadfZ0;Rl=~nc;2$hyZn+*t#YzYs~?C5B@s-pI*RF9X#=3$YVM1d7Gi>j2yyuD z>Ex5T-%2$^Aiq*AeKWw;G3!-J9&=BnZSv!kmhQTR%f_I9wcdud=BKBPiG0KP79(iE ztNQ!R-ACTMGiK6FoLNjz^-27m*6E|AU@Vs9zO6I-P4eb}Y0Rfc2_N^{x-Hjh-#9TI z{4~Q{cG*YIE&aY;zx7Lw2RIP=c&mCYxUFlnjg4^j4FL-G&X6PAG0q8&D^rsDRA6?i zPoQ=>$y<0*K*@de@I!CyW<A}~fnzw~s zgPeWY8`>R12IC(^vO1N0nxW63YhEuuX9h2k*O(Z$-9>K~8XBw}70U2!Xl7Mmx$p1k zr0MDW^!rWCFB_tvHvBu6GM}tDmsZ&63-C`geDCzIGGi!pWzjkUCRqy# z8&;+B(eJL=-c+l*W+$20Zfu;S=qOroiK)H3$_uR`%9SuFs3pgR<|TyjNb#tNDTUz- z#EaAzuX&@BI|98He=`sI$X`D0{=Pnbub6&xS?O%~a?McE;|ZOOqV+)*`)rE1*I32y zW8S+D^)Grf6>bDzem!j)h=6v7VtIP6t1vGg5YOA?<0}@rk>^plQ|Pu(u$eZAuw&auGZ_r2s3d5f1i?qM=FfQVch}Rb_h@Fv^SQfa z9;+RCeaqq3D~54^xxrT60@e1FQK&Y5ywNCr%8eu(5jh+%Eue&wZ!zVi$Fe&SR>X?JepdvitG;Y@Y&aMP$7i6KUH;0pGV zl;RF?j590V;vR)KTK1hyQ#oRAFRy*5*W2I1!6>e#I854AIrX$)jpjX2 zZp8b1xx$gtA%hD77vs-lwLCOjFtg))Pdtqiw{VpAK2xP}-%R%Xp(jNW1K#2M!HS-~ z=F`g27oQpZtn0|#)$E@;Ce=?8o4`Z|FlV%*MfX^SyaT7o9vu0sg~*2w6orzoKovTS$wFx{O!Hscy{{-e6tk{ zDAO&;uVSYXT}u0WGaVyX2HLB`a>}kgcdg6WlAMfL$yBp$ZWDSwk`ty5&BrY_=`M*( z4e#n$R9vJyZx)i7-eaFY35$(5<=*IMxlQ>bWymk5WLXi|EC^jjy}Pt_Z}aBm*DAXP zN`I`~F?auc<7U)eksDcV^Q{fhJf@6Ju?lzOZW>A`X+Clb8uVRol;1r4C*1g(06HaY{Z zk4|rTsT7x%Pt18(4t|nsnMwX?9khDWd#mJA1@G{FX50Gu#uw{8jkr`%;+<&gCk@-Y zdlCeEEuyiq`}x`V52+Vb?@6h;^kq6tKY4!H8G>wdZ5=`{y9b}_v0V8H*=2n@@#s;( z+~a&r)Sb%H%ZvNvmohiKS$~pR$K&ggRPJ+Bo5(TN?AgEmE5qYObLhys@w&?%@&%5w z&B0&UzbzP%F0_B`9_8HK`X-{zJFm`DpCk2MAAexIdJ(9en8jc9=2KJQKv~%8g__z6qV-EOC_v8S83s8&Hf8*S)APZsty|Hm-W}gl%YqVmAhlcSVWMcS zVB-sxzL0(dkKc>UC@E)wmz0$Ww@;04IKQj&KRViDUB1}4bL+;79Uq=5iC)j|HqGy5 z`&@ZSuCqg;3tyALlAoY^Hu#L?$jH08?z?Mg3l99*m1Sa|{8$G>9=zu9RnVQs>RyiS z&Rzt+^;smz%eUKG=69bgW(|T4vy3;^pStU__k+O7^hitcbpypJ-e*v{%unL(L&oZ} zd7X!5g?~E+`MG{&bQ5T$?1|laaN-*WTF7AXmFa`!c{{V&+1Xz4#mQ0e#73b_!q-a0 z2Xfv?7h`+nSik+aDn4(|!|O#JcZgVjWa{j@vWqwImW@+dc*5a3U9P&(GLYgs^9g^? z!mb$^x99ukn}6lKz3}+fM6S+ALPCW+u!{Fvomsw2wz|S@cDQkLgTp0FiDF@-38B1= zj{PP$gC-gY`DJb4S43|*9a|oeYQEEF(tPl|!h>gy+EN$x-pu%LQSM|;s+*!^PK8&$ zzwwj7<+#bbr7+n=PLbl*nC62JMK!K+X`#0-FlmhJp0)V%x~t}rqqL5<>-?UHGb=aR zaUb&MEvqT|UXSE&X|dlh6PcSMo#-(d<@&Cp-jtqu(0lxPbV8Dtn!)&`!=V@Fx<2xr z+RS@bj58m$eD8D4erWjzwkZ5jL#mY``g37z++;D6Y9vZy@ozl z5Fk(>&>N}Vh&k|4C!d>HD{#-`lUZ@_=|i?Gm#H6bHDhW)gC#|!vpy1=5v3NND!Mvc zODX(pLg$r2wYJpVa3gA$qH;7B<~G=(W4>UTC%wYCl%C}u>z=&v(a6#9UPHNs2ev;j zE4NO5L2PzIC**fv*7+zyJ`D6qW`vz_(|=pyT=Lj>lynLg>qhKIvf`wLQE2GSO>#U0IH#gFKGGj_L9^LNOfKJW_wm8f4 z37t0b=R3pqvD-XWy(!H{`?mLtn|rp*gDZIFYQ@7mB@4Op1~xx-47=la1fD>K6_Sx# z`OI5}%5}?TnQU9fhef0`O&%}Bi#i5e?MlfTIDJ6c=9lcvD#}0 zMJIwjbaU^0qzyHv>P<8)XME|2p7D<=Vo;Vs&Duq15$lYa@Ep@~D(x<6_1IH>VaH5A z7fchrTr_!tkRc8{{0yn9-zZSvcTEDtqlc~Z(?{vuc|V?Ve5_B>}dW=b$$4;>_3 z%tjW!y0xl%U)8s$?l8aabiJmM@upQ(_W7-sdrV{Q{CwTJ+Ipc#_&mjAZ{xi?4Mok( ziUPqL`+{Ew#8iF$f|JIa$3h@)xs-~8M%`x)KF$Ee7**rGMpK{5t+{dr{lUdS!czun zAIo@xT2CA8o{`_K7?-}qb@pLs@=WyFYp0m_`A*Sp`*T6(u5>pk;Ma|u!{cVOQCcM~ zt)GvtJ86?w#QB%TGNN=uYy^9x_F!^vPh=RfFkTa=uq}IXZqXIR8Bhxe9(D;ic%-_6 z-)UxpYepeQ`{tbvlY@@ZwK2{7#X;E0zE8~D!24w*T{;OO^ zjVkBRZy7qmGDm(Ts{{u-LCfkjItAT2x?)y>S{f5_!>%?znqx;^rw)ch9Vt7*ufWHH z>Axy8t+eiWqQv5J`C8;M^x(sQQPR_~50b1;BxPAd(pugG7)y#wI`icM)ppsUB3Xf} zf`)oM>L}y7q|9?p=i5{^QL_cx#5GXY&@X4AZ9;q%hU;J68~Ih;?!S~)kl|lCXLw?m z-P4UTFl(`%IYdii@0ZsOZA;p{W6z2b9OQhxw>HNc?kAJ7Bue`(`#?67kj-BoD{|PE zlnBJCmFW6NE>>@}+BaQM>oMy)$I)t$*>aoAzx&>AJGtg}em}@?&RhP2-OT518k7ANEgH2pV5i&5*8r#65LQST-fb8;7>}MU3sTKO)t3eNXEF z@LqnZrnJ_tY*(>f^;8SYqD%Uhh%3*pD1SKJbuedYvD_s8nJusMSTz(FrbEOm@;%J@ zrD6L_HufQ7;U&H`l}=Vu<1pEi=^y*{j_~chDr;&sAZ;9PwfnR5=X?sO_lGihk6Iyb(Smo(<)WWw+bjDx9%P{r{ zCFU+;90y%R4zmIL@-w z@`^yegTRJN^2MyDc~d5QanD=_oMg68)6r+0QYIl3cdhQGgIGd79Q2O}!fvW)u_|~*+*$pe=ZN&>*h7-e`Up^{a zYkr-Se%Y?zj#DwHQ}O19>34BggVCFD!=Gmy9KD6PY@Ta9vGemvhk~4(1n#E$7RcF4 zT&q8k$TOoOd!oBJ#7uN?Y=Cle#H`JwQH zz33BH^d=d6&s;B-WH)-oGbwYN<2t%nz1Y7k8+DUIaz&|7DBb!ci)&W8VI8;$u*K|( zVbSuFNMiquR`uUi(qdP#J29;BvL~xK2N%D)+vMB<=?F4kyt#~uRswL6kI3|cxqF9$ zn3Dzo?n*stvNmZRtBPS;$GiwTw@Y9Ctz{VJr-;&|iz3ZGORCe9g#CrA?aUHN?*t=}kb*zDTY?Ek22w1K?mh^SK{P=9Lc62c;BOcJ z1h6D5jg0zZGL}FuBhbk(I1;T41K&o*laRJp0FU`g2K{ji`@rHsT1D8HjK$!Q#zZ2S zPDa9F=xy;t0BK7CX%m5{egQ0wHe(nCED`(P2>%HXPr_qqod5uyL;~qDCKD0Cz`Y#q#jj9 zA|a8%0Yn4}7&tc~UC<;V9!rL3p#e!mI7S*793cEzGBRTl+zYg5!NHJ71X?|+EtZVv zBM=@4>>pI2|BfAOOojoYa||Lb1VA!8Ikb8JfrQ5q|6KUL`(POfK#n#J{zx2A5{Lj# z1fnMJg&=`|Lk5FIHX*DB*AsCek&Gjd5E;Ysia`VoBZI}kyMQ`>{~{j(wUuZb1F$iO zqjN$cBDtc zwEx2YZ|=w8KmY+3>;nte>EC4nU>P!Fs$(LOxJYCS9-s{nw#AVC$Nf}hh5oyAaIhXS zV|e9|kr0w`7z81~j`28T1H%&rXN?RR57NPpgYX1^&M}C=)1d%@L|PQ6j!AS-lVR3F zl!**uhe7y&Ww13IAQk^V6buXTI7BbNG7_TGVaFf_Sx+*6LoOl!?hY&hL8>hb!#~LU zRev(P?hq(oV88I}{G&)s0)7U-t`RaENJPL-)kAJTDurS|+Hz8Zfyg9UXsC)H9R*_m zGGdv)#sn;a9bsDxa(luuI^v?*g1EmDf%E^n`!QG&j<#uFV;mMityE)pyb&m1@K}0V zJORNeuq_dw8F$z}>;%Lh2!tvl(03~lM<>I8NKS{}1^_^}OR#W*Ad!Y&VGxm)EU3n0 zx?aE$35fB8^fk2{#1>v>$7lMDk|KJNj@XxE{?~>q17`jD-g(s1g zRA5^I{HI<-NpSF5qzjNhplx6Xh93*p1X*|Z`A6@Bh$qlN2=5`lXAGl{3M82_9a@ zbTSf|u1t6`hOPCN5#DGYo;Z_Af z+V>x9OoZnNkugZZ5Rr8U;l}||j{vg;5|Bw5KS^DVR22-(>} zBpKP`e|x|8d%xH1?{FR*zvDcw^SXZL?>w)|BO*XC#$Pc~SrrtckyduOVc}-uyef$#Sg& ztFm;Z%(4@PdDT^1_jy7|PpHyP2~xe7Hml~Xs&JKW{?zGn@1^-O&i9MkTO%`dvz?=p zzJs0lkeJcROeA`WWy<;96Si4@t(EPDiU*QE9sr@+=s>^G#ZjSTA)=KQ1B-LW)uaZm zrL)P5_|-p-zFSI4dM(ucz$(+R9OWtH;Yn2`31O z*9r&fM&`nu(P|GZIl~mQ;}xGwEEwq&4j=yAy=8WpK9)Z^FS1K~zEzF!+qD;f>w2-L zNO%e3S)HU373VL{L~|6h`P7@agCuiV-{j4fTygDXB9t-|XW1`{<}TgMRlbNmsiiMU zo=SjJf0)sdjmu0q2KO!s&f0_z++_7D)!_-~pcKGS#Z4$3Ze%J=ctiDo*)@{^T&HU1 z%eZqTG31SXwxNTc2GBP@77ASilhnnU3~PVSxPU4Hh9!mX>&sTSFoKx#U)e2n--}1q zX!6MfwOu3eF6DiUpd7^cxwZVxaafA9DtCtl#lv#x7`hv_+((z_PI%oCy)*LLHmzFs z19s8mZgWm(ZR8hR{Ychn%MwfKUOT!%YU9sJt{$9&MlopZKIfiTH&i$zK(st{l|DEy zTmRv68C!il|6`w+`z&lS=vc22@p{rbSPBLv2NjTBE|s47Syg#ZGP^XxgKl)?ZShK| zNX9=c@094o;83ZF4fp(vOJdu}P9wuM-NqIsjjTcb^Ae`bwM<#I%%2B77)~8$A9!Qi z%$_XU{ou8LwR1L*8!c>fu+hWDP&!Y+NcoZyBoeUkhdK_!dIE98f45YN!9BOc2Imyh2M?rp_>S@j zD3Y(8e}E+;uMP4qJ+dHte!-7VM^MP`iAQj$Xx|x8mgrlF(alB~R@JrPTI*fK;>49s zotJl5HCDXTW6n5VKdadpr=>5659$vL;eJ=Rmim^rM)}<3)rcy$snhP&&|u%Q;pWy> zsRv{=w!i!-CGTk7oW1h%yA)YRc={ZPqG~iD6_WQIp1=0cad;XCKWE{?IUD+O$Hx@k zbIFM8itM3+$@FCIs=3gCP3kB-#T2(JfyrHOgLNxz?5w#o-!;*sk@Xt*C90z#z4|)I;PFtv(+nnOTlf z^0656iPauO6&#yT;HS zg#m8+rYi-}N?fL=V+zzG4?9c7vS@wx^q~GSQ_F{IdTk|?utlDjPUC5|O!hX+#?nD@ zhviM|2YUNE1Zk=hJ2(A~o^GSyxU6vci!!TyfaYhq%Fm1+3$#eVW>y``jn=*<6B52B zvy3N}6nW`BNY!(c1tvj4H=69c3mZ(6DwrDSJNP2UfY$_-|4}x z*xhT~xdtgHM(X4~wm%9!tP@V}P?Wa1cB9gJIi31~h3pECWG?gOVDD^0pXsBD8CA#M z++Q<#-LDTmzEe%etDpJkRFbK;+%ET|rp)v9<H0(Zmn)w!gbQ5G{BXDClXz@m} zy!c$L)k>I0<{?LmYJp$he3pI}D!JD1mFPVcGUVj8kLOs_xb=Kov5NYbi$vKKmN#q- zPpx+w?iBsJMEXKb^G4S9#1A=DUG@ZNnj??wifUxFgQ#tr>>Il^Jp!*L-j~L8kfRfh zL>1Ak_b46e?x+6rSXoZ?G9-0B{`5lUr~GT>)*&fe%2#*8R#CI^-8ePr2S3Nej+pxb{YMF`;(b+$dop875%OyFymyWm zD3@GG&uvmPW$DQM04V07get8fL-4CyC-JKPbPFf^Ae~!&La=~{#wtP_&v5c z%(lyDcjC>qI>(uS9*tp7*NGx)#oc^uc{$bV+SO_cC>=E##`KixE?$-36H#V$j&wh1 zMcR+C92HTlZWJn0Ru6b-z^IzfCBJq&R&1*kL+zd-lwfV#5g>{#H5=%V+Dc01h;9;@ zzIyW`TR)T7PeU4=dZ~d-=tx=^i)qeyqxmI$eXZgWO??AihuqZ)-Qh2nwemg8hQP%_ z4k$>=>n@kK$y44$PjAU0b9a?e+rIm$)a$pNJd{nY@Lv4l8`xAWk?&oY=9kRN#l=lh zJ}>>vfQRYn9U7Hm53|tozwBv3%*nDk&+47OwfdV@@!KrEykqdN#(l_J@xH<8`ykF4 zhJ*{4ijuF30Wwq9&MBIURW3&UK}xXyoZpqH^18H`t@y0R^~Z6pRxhXZj`gq5zcZul zH22+j%_N_u#W?d;!sFrbhTc^Db+3~R!XmUi$2jCXbG@HWH}b7}{h_0O^{Q%B+vjo8 zha7YNG{LX7AJlu}1ers8#vpsA-PhC+_B{72vq;=0vr~4@*-N+EUWpWTS}vaFI); ze`$6w-F4kR{bIb?(l4UFsR@IIvqp?R&74ZUfthY4+aqr8eJ;k!JvVv-=_JG@rw;3W zb5I|}#NfY6wXnb2FuKEt@+qF?2;X5ieVJ+%EaPywGfZcx}J`BeGmtP#DejR~u971e}##r$(edODVs+?Pt`G-IoEU-5fnHZr!S)n<^) z8+i*emPZ{fv}qP*%IH2xgzT?Oy&td(q@@WQyi7{Vd;GYnx1Wi7K-&;KxxkfuE$ei! z=drYK%d8MT0k#l&PU%6JA&s|8N=%T8J z8yHP$pjZ3#)O-qLWj=L3zo*B+U*P zlrwG6`3T`DR*6lzjkpMio?D#c8;qKuBg(XnJ_%eb8?0|vsgf9I-ZZgMcdnzqmnf;X z(``1M)nW5myb;}9Zif|rB=+)cZ>K4rNlVGew~})cOVb2{l3Y1ERV$_UdCl6xIj@`5 zubj)U(Zk-Ww=#CKJeD#G>cx82KfBT7Y*d;)w-(L6W|)i&Rlpt8~Y{vzp@;I^R2S`Yo2^m{UcokuEEMk|ab1XZYhP)S?}Tz%!Y ztrel@JiqzMaz}n4vG7Dfz)oDj*S5(I6R4!x^{SMu7S4DrGtZbEN4X@k-RbxbS|O8o z(N`?1a>v#eavCh6Z$sjisO|A?t@w34fm1Q)i&4j<`gu{1q^!Nha+>DMW^Zjnx@LY) zs^&?rH0W0BYf?78J0PrsRwOH}nIbhTSLx_zWWf)*(1D^d)u;I>L|wq7+`91E3wLaM zELZmZncJNz>w4!B>i_hKFTpw4*x4~8+i)k_fXU%6gzk9?nL&9AKh6*Mlf^zI4mq?9 zO)gq(27P<=yI$b6K8ZEaOrZEEDNDT|~ZEu3hVhxI_PwHNhKJ zCZ<(yWcF8z!QOX=(aRs(Ic7Oi2FCLp zWyfA!w`-*JW9;dQUdkynzR3eQjv1|-3>^iahUs+=5v@+V?fNB*aY96l;OIsK zbaBkdw5&!OqH>$4zO72BU`QD?`zQ;O75OEbF(P1~`+Hg#BnQ5~8|_Y)V{e>VX!X2a zcMBw0TFzK^xI8%K1BKNwwE6^Zu&|qBUA&e19^Dd+ zTTm0sykxwRr#n`5cR^qDjn3)N!*yOO!=E=? znP^|pT2q=TBxxAv7InV))h)!j$=N0og}sOU+Gjstb$Z72+cS0dJg~v>`BdgA&-TrT z%!iz|(xs4-xp_C~l#F?I%&oULT+{q&A?KDOr@bpI z#6Hdo*3U#o)@*xo4@%q9(Q$9$ikb1S)+#Ch@zgm3>aAw1R}Hqt*GY0yqJty{Sy zU8_&8pOK+YzZ|#wt9ma z5At=06Z_mOU?y3UCcwx!+PC{#F0kD_nL1MlZdnNw2N;yDkQmY`T1V z1&Yr&o>0N) z2BH7`$D(P>prfAx)5H0Dp_TU1bOkk1f`KZEtkN4X{c>ao32bM4V}4dAl2=4_Z!c%$>Dcl{AWqC z^PgPG+(v)$Ok8Bv2Cx}YtsWCi)rFlUQ2p18qB z-|vTJst{cZV}3OvsrEvNohrqaT8WBEnr7R^Lw!_I>7fHnKXB~NCnFgu>>)d!u8Q~r zcnHTN0-^YTy)QmTJ{tH33c%oqcR5zsi`KN$2+Vl)be#vgDbqW^aM+YdmYaTpB3 z4+Y{02mC++8jIPt-rgsSL;$xBg8&prAOhe%5J17}5s?_|MnG^;#Ud93K{Ro{AAly}QD_8)LBT8jmqF-1 zbq8ROh(ACV8jsqK!G0JlfT%kbizDC=Ck6p58gmfCA^cDfd=erKArLs2h(aX6VTgF7 zK47T=L_{o%f#?Gz!N8v_?_&^v{qT4kAG9a_|EeFrqi`T%hX9-v2O=oMqX__E|LNe8 zV6aGiz!}|42U&i-BA5 zFaH0T0U!>A7#471B9VZkALbA_r0{qU*~WW`aj5-e0`Ra@|5YYvZ|cDy9v*%BcDNTz zL@FImARt>2jwPai{Tqa1K{SA51|A;>`T;x93&08AjV#Ap!zmuB|(|A&5f`UA*d6x;v@f^h(1VxnOBhzJ407>FY5*UTPS6=tpm>m0CPYKSO9(qAY)-sBbmXX;IVhWj|d&8 z2^Nh?^j4Trt17CN@1+mE64&F2tL|nZv1_FO$(EsSig7E)BkPG5ah~WbV_9*uv(EP20;u4$tv9K|9!&!@BIh9us3eRjBAt6;Qwf_Ts;NCg_ delta 8007 zcmZu$2{=^y`wvk_c3F!dLYOl%=gf?deHpt@%2L@-CQb{c)dZkQReYf=6%1xr&fMxeU`tmglK2Dm*aAnMe?tg zt3q-iuS5E;_YBvzBtHp}9L~KS#tukYcZbQ!= zOU2zjQO}C`48lbcj9&0pG)MGan`>nbW#_Ps=fT2lcZULeXYZN^H3g#RX8@@3GUig? zJG+lx`d!`=_#Ud}c~lF3`6x`9zbY-+DHr4|?Wg-BxQp$Uj(6@4Vh{(Qr{Ix<7?|CBI4t>My0p{ zjFM3>l*8?RIhBl6w_MgSZxwv?UVNu3rH9d;J@mxB4)Nm{<=~<(5iC0*?qb2mwK<{k zlDA%;G+cB#_Wrz(Wnirz_pS}#%O&wlF<*{X`5(Wqxt#5+InV#?B>7X+C*jNYLUqO; zDbvc)4iJ49p8C9<;e8`9R=}1a+MZunuNG6^l?R*hCg2DsgciEP8Wrs()6+jkw%-$2 zkL7q2KPqqQU?vuv0Ri$_RwxJE!XU-7QHmXbJV}+^W19LTE&ECTS!i0Acu&(rdUV_% zGafE9%zE6to5?FH#6AaC{hHV_l3!iGQ*F)U1ypgIf5q5xKRl6_)=Y-h`xNiD{a;TX zF~8OMF8>4nC2co{5a$^6dER9ym#nk_8^A^IeTCA)3LH=?Suds_AqHE4!vX@FGrYUQ0ovs22XT9%lH+mG#8^f;C$|&g zDYXRwL&=_9>Ge3Bto+No{FqifgGU7!c8B6e-Wbl)X6TK4NN#vNI_|Ra6<+_kqC`XE zufevHu|puqCDNk@>$@X^+3~e^FzrK+z8^j!k$vSPJVUkCWk1HYS9#SJ1$&xTNU1J+ zP7fIS7roi&eaGG9*CWn07CM9!1yp9D5#y zHQDf7k;#2#cxVGebkmeQ$-LXiP9j^yD^_Nf7*W6Y|>`(hPIdHmbeV+-jLag9cF$36k~ctiIe_L)r35V4-V@f z4UnB#ie%~eHbw&JLAjlBrYed!RqV6CFHH>hPP1vA2@z+Z)I8>6Z;WhPQ04oqQhC^V z2g7Mz2wOVqQMGnV8NMN>1yj7a2juUu_HpSir5@5KEV?UGcShq0)}F7;=Mc}Ygn_JC zB?U&Uewh<{=6Eeg+5v}~29=nv-sc#m&>SF5hKS#J#O!S}$bQEQ8&T=mL389xg0{}y z3yI4u^c}yUjL=GXnzl9PfEH?P#4pMr z%n0SnHDEDr(@JqE6zTUM@pB0KwqQ52B@T^6LhSpWi!BH$>xeL;#Ny|M4 zxY0SyvCYSPcl|OO=!5MWQjecgx?8opV}!9yT(fKS#v0R_J0@@?S9Mx_nKU>$$V;C3 zU344j`54=!B2uUYg!pPio2s`f4m3^f7rMkc+)TSPbl$Z6OLQ`6iM39%OGUF)IKW(Z z!{ku)$=^mLlA(^*C*aP@?*)}88~i1&J`KdGX@5_fGjLef5()Mm9cvi$VZ38~#Y`HAIC)$R!8J@Ep#k=9Y56d zv^cZkbI(qtmjnk<7TpT{?0c(he~Et?m(HJ($*TTfeX;y;)q>s;**mkCDK~S-slf*CIqImjr4lzSnNrfpqH;zoQ zu9bXAq6AvrX0<6Jai!CEKmTR2a{F3`t!&^r^W>mF@bPn^KbVesp*F&AE2&ncd4@dK z@Stc|VNoRy1dZ+K_c;!6V+RhgQ5@gcDtw@fv=!ZA`a@_EU$IO_8FW# zB*I}3=ozisq&9v%t9@Bq_HNHQAx<)|V%+Lf1KU*oRA>6Zp%EslYsbeD7A+42`9#Fq z%L^(Caj4(6=dg$874YvlhdG+77$Vo+2PAdT38m~he}UB#S6JH8(bJ@|?wu>vx|+GbM^m_ohAa4W_^!I~VS8~K^WfSd(}cvw7Jbv>ZVMywLZb~IaSoF1R?^HTry^kP z`5cv1V{hN zHmO1em3+Ne3{KIuyw>2%@8hwu0oocyy635>-D>^qKc#Wpj^46c~}m_J)b%guF2*PR)iR=RH1?<+ zdHmr^3!A9v8rbLav8XexTt7-CG{eKSd`)AsvkeVOn+6Q^mJ{yi7ZglV&YE-^Puw`P z#32qEU&4y3lJ>?0me99PHfJ(_;K}$hO8+w@prwR1?O5gu`#BARU1dOuwFCNSe*4?3 z692=g);Ys|vC+-F&1F(m`<~I|SpL2^IyMwP2({O^_QFKJZikK!Z3ooV70m};v zS0)?b3)LYQ;PrvM%U;N~L@;T`Vr^@f%B+=NPmE0cZSouh6v~|ySYTwCby!}Y? z(%jf-uKf$&3p@?iPUOA>o6Id9;Sjc@w9O*gTB;W3haCH{><+wc@4;YpMxg{&PpPcTS z(9xbIMM*vS&H3RDrOCbE)%9V&LLO1WL9vQB;nnYWS)sQ-#Mh_X1C^Kt6QYT%!K?Sk+Ubtabq- z35v7~;YCxo2KaR10f|pdEBis#|nxhUN^i&o7+n?(F0twlXNR@+%09!{o&XQmLicr1onRtrS2m?T&lZ z+a0q{FwPN7QrsINe$>K75BxBzaC~2HWY+J2`dY@heRLGfsZmwac8PQGKTIMN=uzG; zI2B@&VxGJxPS~l%BVpEkF5XAg+?@UAb*Z1sq`M&;P0tgIq}C^UJJ;kmTj9F(PPnYk zcp5yc3l~_NLY^GU=&DzP$&Pt*x?xfPwyl06ppTuJKVtdH_{#puqaS2>*Wp?0GOWcW|mpls--WYcIGr*4; zo}OE-m*$W3$Z)!{#{aIJY4G`eB;-S(dLZsI$pGsF436yzz4BW|?Ic^%CKF=esl{_;fNpu{y20D4{GkhVZFRN7MS?Y{q;&r&^F!@70ZtuEI(&MfY!x zM@65&M@Ad5*%b`)HbtWQg~d~AZta&+=Z*2Mf0IWTb*to9NE71iQ_^@H!sA~3WQtgm zmt0zp`V`21Pq`6=H(LbRiqkuOos~UpIN9~mMWBr~E8pMDdwK0bmYgMFy=(Q|k8-tB z)vO1)BHV=OThwegC_&|7c%}@;`NTE&ft-F0oRzfP_Q7JZziU^GoX4_;=m-3rk7^I| zBJilZMZyBa%Bk=37)v-yPQ0a&6!&!hLq{RX^FaM_{j%@NQy243rJM|MB{m4;I?N&k~P?8;Df&985e^ zMd7yJ$BXSwF6Lh^-!r)I>VgNvlPx>XR2tyQAMbLoG(+lgLSU&XhbsQEjA)PHrx>1Q z$Fqd~6vMvkgMS8fT-%P)O=A<$CUzXiBl0?;sqXS@tY+D_O?i1KTpf~>R>VJUD{n} z;Zq=l7fyKhn$;bK{`)toRjmHSAT-;JmE?+#p2h(#xnW!)2b;7l7Pa)R?Vye2$_8pg z!h7C0?AOUe(fpi^7_GMzOz1xUy~Ma`=8dZ-?xx!4NyE{NK>?0y@}9CWqyj5!LsjF5 zDXXzy%$4>9?JUZX#b!52^)+_$#)ofjhM0B3GvmO`J|EpTWUaYbvuWBH*~(cp3AcyZ z4<4||2vr!!EzO=x)2>QhE^w*z##^VUHrP~+dI+cAJ@^^tt2>&0v8H`myBWiHTqOS9 zC2scO<-U>@?d}6fGhO5&rh$P(F1;klxceL#DvkH==!oCnQ$Q1^M+%fOV(RjjdbDQ= z2cxj2O^;L07?$m@XyPx}p%Na@z!l9y*LXc6pa<~f2bFz&XYYoKZ%RROh zF-(7WenRD-TRBgob={D|)cWz7i2RHI8isj?7e)_$*v9wx^xqEsBrF$X>%dZf@1BF7 z$XC^88YMSadDc&KoXK;HOp8{#t~p9%8a^bOLFV;WJtu}Q#KVf5xl_@Xcq z@&%x=cr=l)1^Wv|LsS?J58?qT48r4yTkWCI5T1a=QOgl95aw?T{^J+}Kp5gSK_ccK z!GGk?00zQhspJ3xEPz=2AA|7Uc}F845xtaTx4&45E?) zU?dVEL{%V&G7&@N1i}*W)b#-okz%FNMKBPvEhShCRhrO<93D>)hPT`r4?vsaZ7YVs zLl6~(cnkqe*eZvl1dF4t4@3?JQe6-a;y~yRtMFfKhsGleQdKL0A$9pj@SpZXNCmet z1E6t8?zUo^x;Wfc7B(>gek%r`VGIt*>6VBQgUG$Nwh4d+0SMTNq49VuGDf!OA{dUE zYJ?damMSHP9Eigr_Wt7k&kO(|47jzb0W^e0{s}?t1jOOD%555?ZsSeI5U@2(XgmQz zCc__l@aEJ*Ks+*7{(yf^LJW>bUFmoNfw~nDT|{haeISlO44Rr5WPDK3kH!;Wq&>G5 z$fh!m_`m-Ar#+FmiY8J;jEo)tN3DzW14Nx;WS~>k$EFXY9FTxF`Ts*dGX2ri$^aU_ ztv)aiLKziX0OEOT#K?b;K!C9I(wi6t^B=iQ|C=B(yQmF<&}M;be*V262yH7&2!r`g zKL1V~vJn1lv41)Tsb8vDfv^Cvti4Kd#;)CGdW5J2j7LdLCJAhL8kMDRP}N0BBoq1Z08!*B#Gq|sbaQ@S64X@Kv>0(1i0R-#4MWZU0}3$ymH+?% diff --git a/slides/pdf/04-using-pscores.pdf b/slides/pdf/04-using-pscores.pdf index 5b2b4759c1efe63f1fab3f775507dcf241fb19d3..bd4c9ac0b62a6edcc25e2ff22ec7cb4f4770b69c 100644 GIT binary patch delta 8611 zcmZu%2Rv49`!6$(RrcOWC7yN8c^+G4QWUa6g^*Q3Q96g; zGRyz;{(s}`cn|jn-_Lbl<9lD%bzcttiP)e=*a#Ih;4ns7#l`xftDUox>P1&;AqiC( zJQk0`{ayf;OvE0=VhtN$$$8E^px6%>T7yCRw#F*g&l&J6^8#xi)d8LpS< zKC}K9#gN5ZR8-z}jPmE*l5*Yt z7B5$p&*L49d>>Uf8S~Vt_mH(1yp{EPSP z6#-64!|;GqHWQU<9xd;(47!b=Z~s*t#t}`CUvaxu;S+$9hDYuh#MO@!`d70>u4Yd-Spn9%eJO3^`l*l;dLf z3T=XU(tGA5U5ddUyqZ z{lAFYd^+oIGLg0_(Y;ZgAdKncX)`!OQAo;CccS0Js?jRzZ6W}kzWynSe}BcXB=s|_ zZZzBtQL|QesqFH&O%385YJHqm4fg|QXNo?pxG&=wqeI?}$poA2MB0<0Sx%b1zvfoP z6E)Y{Ek&K1Xh{R!o26;Ubd`wEEK;(?z$x$IotJ-n9iSO(W$b*@7hTe#(trAX@)7Op z+-#wB+n!&$7>w82b+2^w)u_T*zSqW{v=`_2&>1;e62oLPn$I~m+0|L&c5H4TslyRwb>xn-mck5}PVpR4#)qvRHn<0Ji2OVmPf4pUSE%n4nvu&KN8#`QIN-6Y)UxHEdRtoLZB{AsB6 zB8vi9l*s!1Gc~ekkVT8EeaNCi7N(SjivFBAC7uk%9q^?<(}zxACrepy^Gu&vZ(Z5C>Y)1^muIp`Hza2Mn>+;UyV*`HT z%L3F9rzkX?n3>jSvWM4_L!6$e&y&Z00)-`zH+`a>gV&Q*WO|N+beet4><+A zT#5KLrvK`kj43UJ7@yzGS?^3%NbK#E2+I2uIrlX7j~Y3!XkIg*sAg3-)IPK&R5>OV z?qbAtgESNc;hKTvwZC0TXJ!r^P>`Fyo0=zQ03@xy|p1e#c1qkU~V*#k_g&O7sa5u7Pa(opA85(+{hIYBL3xV{QkO5G70yb3Sh6pD=%E(QaY?0 z0}J>H$6Qv1pZU9y%Gp8XJ$2gtd%G|1+aOU@O?Z2?=5YO-)Ci6noqAMO{N)w1#yy`n zo2z9K;0;=L@gH9OB^L&So3Ho#thd^FQtvouFfrr_+K`n~Zf_T>s!L%xcx|CRmm1xH1t_G9}fbhO$N(r5ABIl?$#Pj0tnv!_6r|+VKoL|}K zlG#=M{Adq~{sr%IdrKk>>vihuij>CpO;b?K`%tb}`!Y}aN3BbYoea}7kJ;8;>g9VS zxuL3+b#i}2r}EygVMyKK^G8p4M7A7n(94-gC$4W(p zw`SgY6)pU-kguW{6(sJ^%4M>2KF?AePI+sxvL%<2wxh76w}qYE+t@0*I+74w15@mI zc1F7IP(N#c+3`D8oAs_!DW|s+Q`UbqP9|sQbt#C5uNsY?`pVm_Dt&2{M)PbFqi2$K zY`j%z+2{;w@=JVOf;|bQAp-r+(5K#cr9-Lr&bg6D_A*nqx zzrJ}ng^SngUHF;6$prTdfn}wJ^<0?6`e6F=CieQi>3VU`r6l?Sey`P-cSSBqmBj(4 z`Ms7`ZKm|4Q=U)Pe+s2>zoo)77FWObI#1*`1NT_-ECW0CF_ZJ_jqK@Ppw1`7oW15V z)^X5*El$#V*$}fd_C@xVF{RIO3svC(aMgnp+;-(synRv~ui~ z!y!73C4l?frx%}RB(9uTn0wOW;B^c`$zZUo)Csb#w6$aZsn%Z80|yyXlh z6XXOp)pQg!=z&XYfm`>TT#sIji;+5$iCGKZK2_!AR`%p_Lq$hBOM#lnSfey>bapyM z7X0|4{Gi^qbiogcefZGZzjA?ZCiaRQSA~*qEa|XbDFnX}#G;=Kb zW8<>p&N?-kCmI6cT&5GH&v@kL87K6gH^I%XEj+nsGMUy(ulwzTwtaeg+pB%#kKLFV z7ugKE`%+vn>e;S=ah9=$(ZiO+}mi7Zz;E@Z%Cg8Ony3dcFL6Z zmINMp;Csd`xMA(zsOZ0dYtglXsi5NIxRGkuQz%kXd(i(ejV2xc)7pkzlkLQC8z{eIQlwySq}d+TddMVQZdC;i^yhA+FfE&x+3m`5_(* zl}}#o(HGj6J@uU>rba5q&KpLS%8Et=Y<}=(B;I%T;jL=CTfah}Z3#HY3A6IvV)wGw z3E`8IYdOwPCd#DaQkE6TGwM2J7v!b#rbl4K>hZx?h_iT-pTUhWzE0ms!|X(US;IhT z&zLdBv+1Xo_;%0jM`WnL|MnB@r7_uuE|VV)*>LA-pUPt>rndV$qHXrNq&{&%_i^_} zddhRTU&CHsU&eecakG^@STX=QoZXtU#%;BuAFCyNY)VlHLwfN*Y6I=xWS$N*|4 z$|+3)33&wtV1UJ9H0|ECF8`uSGBN4DqNus9ai3{Z|~UP|6Imi%^jiYinRXPEu2$%j@sj(o(-|dg!FOm*xH0!>ONHZ<*dOR4goT zOP9HMXEir$e%|2HJnq8$*Y9lEtxJU5?>^Pd`Z8+N2Jv5qrW!0p7bjtV^)c>K6Zl7= zM>U&|qM-)UgPP3vW}^~0}YnO4O;#Ux^d zL|U&FVQln8(2-wp`W+TVjUtByZp>3$iDl0U?ZqePHb%|oTiHK!j1{Okn*~7aJSL+b zZ6ynq9?sHjgiX-gf^y5?X8TUDqtOP1Gk%S=1|K&~{H4s2a)WfPNP>nogan+#^+bie zCybKX>FSN@_c^gQF;x!+gk&37=i53tGR}qYYxUT=9u5r5tPIU5FR9gWUrgb4ql?Vh zqOde+aFVQ*ZA>)1c*ugG2?)*Sv5-(Pe8`(y8b9D=m8j^1yV<}2XVxxoEwP_%@;y>F z!?rQAQflF8PjMzZ zV8o8vC(>Q6#r85amyyvQVYM<3xH%r}EPd%OIq}-PYkS_~VTD6xfmp$DvFm<|+D|fM zGlWOfq#r6Zl(4JYT!Zg$;Cz3HbborCAAZNl_GAaISxysK*q>wlwehSm_QB{hx7^Q} z`neNN3uhHT-p0Bc^S8e%JKSf|5Vl`w{`;fxjOmkT|4V~;d~+o)LX$;~Hb}o@C!Jbpj&$@lpXqa-@xPUu^zDJ+D*N~0 zXEXK%=SwOWu%kRR5d5WX?BGOOpV2X^D&KLJivnSV+tUw6tDGmtr(gD-AH?OIeiWD8 zWBjo->;6`t@d#&y5Q%GHZ_M=6!HLbFpiPeOzRSy=Vh?GDJXh)mm|w}>NZ}SxC@PQc zcr4^tqL~+Rlc`0ulzR{s*9H0v&h-LarfFTGqS-3^^Rz<>E@SYsP$%_oLiiUC7%&F! zo*0ldr6L{s-#+b(hP|PwKHD~S27mtJj2-^BzA(nW-9Bi-rnBPo?s2v@{U!Nga$>@x z`Uaz?CuP@Nql86i?{%oG`4wDrytuQ`yy)F`siE6c(lf9&z2{+z$usINJA3@D^fF?s zovi+Pe}sG&-9}Aa+Ix-uIRzz7$TTk0mEIo41ONRCv01d4vk#WdZ()PI^0O4f%XSV{ zmGsm=&aL{-clK0wL^dBkV!pm$*qSHBO-E#wU)Y$jJMWbD?3?<5s;xI4J0zHr?B$cT zf}J&Ir~At^k94@V+!XxAYw{p{xcVlCW90=g8kfJB{3l=tct(5J7Z)5KukfH~$a;dC<`j0pdTG#NV?4Ld@>w13>5mMw}+?a+(Mr z*C&bvB8cQ4D*GV>1W@f3$v`r?e?tHkw@V>_1<{QQx$+6S<%mdM{*N>8zw`r$B&t~; ztp_Pal-B^#;n0yFVj!Ao03_kitRfZrCx-A3A>E9CW&t1}+tG$ebBN&994ImJi;dbdm?)<+J_@DU? z0+Bl2{@ zAJUEpyQqc`s?muFA*0?dBM=$g`yq&g!=s&sNCb3g!-yb>j5dNyf9PT3_ul`3LFmB( tnT(Oa8Wk}KK*r@=7?RdPtiLPa-yVRFN+QOUGBRk;5da7yF0Q7d{(o?wne+ev delta 8725 zcmZu$2RxPk_ZQhStBi~!DRRg2++k#I87Zr>WoIU%Jhto|*|KLUBMM1`Z&s2Sl~oyC zA~Nd#^c}zN*W>Tyd0nsLd_L!#_j#Xj?~Tkrg=eDT6_o)|ItfL08w*c+mupHEo;Cs} zl_W7J3>u9>6EN@#2%JWtMBrao@0^SE|F4p8+Z-aCJuBeh3E$*Q=bf2lFz&#MX1JAe zpX8AjX)~J0P{=%bZgt{eKeJtioM33tFXoh&9uI82(s5GNi_t2t2L=+JvYd?LpI`E2 z?r~ONCZ03cL$*g_`j(IFuFbVi-RnPEhxjFQ+IlD& zil-o}n#G~K+w-jRZayy}*IPxNOr{-<58*wiWjPh{zQm?_4?h?G z`qU3|XC-NuSM6+K7xSXRhVGeVhci#I-SSN3SG3k`&CG9d|1tMUz#q^JF{c`8k1tat z$({9$iwZ1PRnn!a6trM0d^X|Z?I)h8YSkS8+4&fd-8B1#I(UEbKACqA?=#h|*WQ^| z70={ZqhE~E2`JKiK{qiqR8BH@>dLHsIdt{0Rg5Fk-9+q*M8(E0rRS5_BP-D=rKSc^ z)v8y3l+sFh9MH*--tEi?Fh~h`I%35V@G>eS&qKwy*NJ z+H^>fl!$dMRTTf$@5}yW=iMt7O8c1kvXg;EndgP-DFY&e=CkC)nR$wd&RtA2lXtZ9 zOCltLqpj7wFmgdPL(!F|v~X7P^;@TJbBnGUJNrKIxf`b5VeX#QUiGUJ%v6sk6#w|R z@iJqVm!m@}`Ndu|MTWdru=ROKcC`Xy0U#9WGk;a@vrTdi*7gXl`MO@<{EekfKd+c> z@G_P1G`huf6Ht6B10;{Ft)m7YQ43z5Q=Z~w=Hv$BM`H4O4?W@-f3}S71V@56)4eX; zjH?OT*MT%WDoZH5cKDYwb zFJD+(i=#@>2QJjoe7bJ2Moe$_x&&UO@8fe^jGHNyYQ?G3@lAt8wBxSMvP&0UoOa?A zx1f3AKSnh8+0q3vI^BA^!`n#tv&g*o5YcGymw0CC6@#A>y9e~!(N4iD6yYlr2jGVs zet!Rb5Pm4(hYEhE;fDr(XyJ#heuaYG-jo6WfKx$TL4p=Z6vsvKGJ1lu zucj*Ch*TQ&_PF@WBv19ar9`JeFU<(eI>xTLJaqw^2X9=KQ~0H|y*5<)zWdt(9+2&v zAN1{(M<`0cj+XA&p@&1D$v`QUlwIr#xo*g;rSy*T7wcp@DSP0NjrB|2$$O$9 z$CGFxmcKK4Qce0TXVo8KH55>qxI``mQFT2S8L!?rYNrL6Yo>PhUJ0+Imzyqa4g8Qm zqO=aLUGO|=5z=PCPA&7?K234OPA2hKkh`w1FRvGGl)93o5r^PU+MH=O{+ncGYZ^40 zDp^fZY*mqE#n=t$;Y}{I-*&mfbq&AEt@tRVd%tq&`AyQOnx}wDSZhoELemjwu~k!0 z+Vc5_`+Dr3T+=E-Z`|*nUhj;hxA2NkQaYSq6mRuY^x7%o&`AY`B(csDzLXMFDQ3Bj zN-9O(^twGKMaD#)NzD17)5AD z_tZ|Dii)nv#SgH3qG=4cbI<6u5T%BaMsn<%lN67iSeOyLd+AxX0w5s=mC6#v+I*%r z5nKIaYEL;B^N-qz=$xZl$bI0Aj&6z5R_Zw7{WUV0*7b8#v~uTxF_HT#xr=De^Qi)R9xdB$jJuIxxth?9L~FHWlO*Upu@vHnb~?T;kJmbuPO zN>dBDI=*K`HPivx60TpTMUz{%A>8}Z{h33kXMMUAXGVrYaVy`Np6SHDAxB%?r5~T6 z&OMk*Z|=#I9kSy#d-ic`)wHs7HM5)$vlNMP2fH&W%_1tt&HQuwy@1cr_iU>XC$BL* zR902GAL)P0_r`(Chu*QUt+GLADzuPVa|HRh6jfF~20LynJ`t*jvYekjvRb}!qgxlRlj=z>!IK!stJ$R=|B`R@ zwnjqq)B;oZ90^d{&XP{oWo+h#2Cg$^T8u65B{S9w(5kDr6|jGoP^Ij5;8S512`{!6 zim2`*TMy_S3UD|%$=eq>rMOY_V|NqPzs2#!LeigI`B0qP24C~kF@-9HN!6!KUC+Vu zjCVKuw?aFkB?N_kR?2MzUT6AD^X*;THne^-f&uE^;U~RkO{Np~S>ClTfs|YNzEO^R zjgqZnY~xe<^UY5QZ8wL=kAlpDtd zAFIt1=tNE3rb8MRG}cXGloH}Q$F5{zI2}RGMbF21p3+YyFJCsgJowfm<6`oMx7SRE zZa!{Yj?cN=-9L0Sj&B5Cq)`g>RD)T(e7+5|_gH(e_7p@;L1JOKTKtg*(J9>lRf86- zCOf-PE_}D9lP4c}35}l;i#w>d0lLA!RoGU%cmheN1I zSg}=`;eAVEJM7&tSGTrVZQnpPFNi_$aa%Q}w%Tm2joPZ^$0wnY&3Yb4Vfa|1L10yB zP?dnHl5uY-SdED=$Uj^o^UhIx*e7~D<7Uk1N|^^!OtD8H|8;%GuEL5}r-oMFzxZ%P z)D|CND&9ca>hCI|fzC^)mEW;HV8ln7y~M^=&tz`<33He3RxAe=eDr!U;GL^Q47L5x z!?@~WXKIc2;?X{MzW>5+Ev@M+HU2?C&X$TFIDR| z0~q{L*Hp3NYHrXNe0^vOZ+<88elUMYM^dgE@7F1yLe1#?8>0%N4k@Mk?GW177#tnL z8DG3!QrrAlXMu-jp{uYcwVtVIF?^~u>1UM;wIVh@iCR@?@_LZx07U14}}OqjHe6O7x@j z6aKNY!W{G2yXV?8bljAQ1|erf^iwr6^c4+BG=^zyL0Q(hQ<#2<1-`fmDYnkBy4!~iWMn%4V#5Vp zcfWJq2#*3UI@VMz0*Z}VgL)YY^?I`Md?(O5KKXhYGGC9QAJ{VQglMhzW{O;FsxIcW zt_YDaKb<9z#HJ7|YlRX>`7zF|B65PxkduQi?acVc$*H(sXJ^WwijtBSviaN!SKLjFkiM0UaFByJob~F{0xn%p8CMh z%PKw@U-q4WBaOlNr1HEROXl@R+)cKrP?PvbPf|kHr9pw)3$C+P+``pK4*3=fF+tqIeX1{=t|h%H#zFaK z@a@^(OQi5a-7~&YWz_U^R81l3Rt~H)^Cq`e51Lu5*y#^Wx}U0LEQqBlP1P%Xpe5ya zEZ5qw`*xH^Zy^V(ObwyogjD}D4g1A;-=i9ZU{=qKk*;E_XuIzq*6-FdM}zlgttTei zQ>CTil{^OYBAigT{8h@F!UBi0zCJ!eTC5yY)TsD}1Tng-l;jz^cP8^=%~{(Xe5Jf2 z;H2|)mEEJJ5AR(~!IVDS@$Rp$U+qj=UU}_MO+CRxq8E_Llx$E69aVer@Vz+;pZl+9 zUumzCpEju9rf@7opK!lW-e=F~v(oTZ+T~KC?17mm`UQ0iWG~NqGeuBrpqCGzD9Mal zTDw>+p20%&c1{0rhgCVN-)0t~nF8P1$i<}$916kY~Skgek@ z<5GJ@<(Am3PwMV6C)U)(Z@xQBHrI0df|_E>WCBe&OVgEa$ph3%D!-&|Q@isYjBtYg z8STFi&iKhtT1E5VG*kQg`6+6K5>DPDIu5REod>^W@EF)YTw2|^wRMjK3eQ!ES5Nb- zWy*~d1`I3JH0m+w0ebL7D`qWTDJTqUHQC5HI;noWC; z4sP?j>?WTdzVCR=@sh|4pUey&m9|^Av`jGhnUfdJH9-0-x(B$Hmtq&abo9Mkb<<5< z+{c%+w1cVwP^yAoFU-7)70&U)U=$EYhf5j$ar~yJ=F^tM+U-SQzFoS8p^q*M zb$&RWNDZh-1$TD*L;2NlxmPKs`KQ#g3vTNfq`s;AmHeOsX90+udBrJM;k+y0iJlsi}#4d-;CYOgAZNow3h_-k^5br7WMY8LCT0av-rg zv!{lvZ$e~v&b*T!`rXJSt1P}Vwi67#q~7%>5T9BFIgLDg?3~bjhjvqVlaakE(}JMi zP3$Xys$B;%G;_UGD_ig8RJLus&!Obu!Fwg$Un@_lr8?Z{9^02k1f7BJuUP(Yn_e+KjH^phJdQ%vH+A36(TGKt&y`t!Y6TLYudNO^5SZE^gQbnXWzC)7

v_#4f4&~2qhWyAYiNQ|m+pqP$PBMwcV3Z|N3oEfqwG~n zMd#K7<%8Cpwho5;0=A3(w%1&$>m7HSWfq(`!%e;}hf5bwFn$cY$7(||d;P6m?RZWLxQf8yr!Yi%V(T`fDmQHnUJMU(vTI+3f6^=*I z8gqDjvoY;$xZ2`O+N=uG*D28AjXVIqiCyl=mOkCvTRTsPnR%6PG~9n8|JnePXEG6A zb!w@Xb~m@i?_5{+#cKz_XDrPTKdGj|qJN&KgnHKw4}N*xmv05+KjHLVBW9e-uQLH& zR&dw$6umXF7b^_&t5$#WVmtH(aYBnGC84dT?BmBWs<`268@@_qs*}5u2^)MLOgj1) z7&5tB@*Z~uWQe}+7HS4a-$7TX*XqY9O^s8xX0%Cb@85qm$8L1`sm4BiayS1mlUOT{ zE5Ef_ai&8k#ieTN!4qXEoWIz7Gj7svT@EFC*KPeS zrpiatv(;O=(N~jGqXaI2IJ`hAhbO%wghl=Lt@o9rzH7lKhK{e&%CX~lOqG~xq`f|JA&9k~DjCy$NG-4~ zH&MMKmo7P|E;mwLUIH=>Vz6U03Cb-_(4^C3TxY+-{l$UO1a1E&H?LSPI50afCoo9< z?V;~)x%7ihI+pyws2`ff%5hPj5fhm@@v$M*Uv2K~+1O(SiySH_iUXHwX`)u-JdR`P&&-k$^=&jRA0&eGmdD9MWkF z>orV4GzQ@y9zgG_95^yK%gD1t z_}hbjWYFJb2cSV@nP34t%$t7{|I&kHAQ1r}Y#5J6Mhp;eNPb{J3=xe)0fL3#|GfFz z2#CcH5Js>d7K=kf49j4*_d19t;ILSv)36?KzYQV==Fy+{|F6UV3>t;>5T+4`j1I&T z2?!&20E0zV2^J*45bkvl3lh=5zxP3Zbv*!s0}% zHS(toEDjAPey=ll0D_r>j2MT-AXyFL40CwzVOWO8B4l^~3m}aEXt<>#(h1;+xIa1b z8~=ac2M8z>5y5`=LOc=~SPx4?zz+f_0&+%xa7Ew{sNw+th53&&f94-n1d&XKk%rT^ zH)2?}kLmD*7y`m+914KDCgLm(0MQ8eaX0`X0tg{|;eKauAO=820?#XCj`0{AfGkD$ zKEiLN@98rb+~0w~@&5xq9)rgq*$+2h^u8Qp2pD9^;;|S2*=S%HVc(?0B6`4Y{P9>U zT*wFy0hquDSYc=WpXLMNkpzbI2>YA{;JVv)9}cd61pDy-yapgzCLW#}$e{zvFj(YS zxQ8N%39}bw2qHKTMB)Cj0sRX<2<{&+Al!YBxdU<7{TJc@Bnjb7iU{lr1ZKk?8H_(3 zgtrZ39m5L)abI-sY}zlwp^&MAB>>Xt-=HGT;!s2!gv<#J4dM`GhsR;i$YBD@fPGNo zFz~X6fEouc4Eyf;UGIPC{cr!nh{%x++t|1G;t3!KAfqFIaBD&u#=%4HUzw-7 ag}sxFJDqguIYtJ67H-{i!otcrD*p#@(W*ZH diff --git a/slides/pdf/05-pscore-diagnostics.pdf b/slides/pdf/05-pscore-diagnostics.pdf index 3d1894f7aeb3fe6979b584dfcb78dc9de8d4fc74..e09e284a0aa7282a17a589c4f2980ba8cb6b1142 100644 GIT binary patch delta 4694 zcmZu!3s9BE6;>Wnm9(N6s?eBgl!qd5U;qBQXs`xQe5L9LwpbrHVtk{50@e7d6oObL z*p9K80*Z`}NW_Mu+M3o_EtS+k6Bxvi>O>`|jTHmQC`rYhO8~iNWxT_9IJ@WD?|kQR zo6Cncl@BkBiL*uz7#Fi4B{_XX>e|@k^b}WkY!oAmQuoIqTBry@!r&kH%}ibTY?s}6 ziyavq?Mh3Bo7N1-EIOFjnBPbSy>V&YoxjXV;3HQ|p7m{E&Hd<;KHv6TlTrG|oV8D0 zjH(t!%V1KWCU;pNB z8gH}(x5dm(s%YbnXVjc&x>Z*;I_&tRH#6Q^TH-`H*MB=Cd(?-IvXWBcwr{vqHvGxZ z1}{2n*Px$2>A&UTjn?Lr=vC|f@ROk6-IbSCPgq!f?W--B4?lmdOix_#&h&?8GHVhZ zmn`~WOYylnzqF364;J@z?QEEGaZ!QSSIK=zQhL$gjob2llWyy&|2eb3d(Nh+h|k{| z5Ow=Xy7Sh1}xVu!E)5-zuu z?Amjv`m?|P=|JYk&)xj6{clHn|2%O~3)AyHx_5uq=E#vpl5R}9QQNWU7f<$I`NB7sV~T#Cc5I?dZaq5lrGGt{=6v^3 z{eNpJ=H)lOwzB%_)bK5R8mmWajLMu@_=~ErMxXk{Ww(yH3MZ^Ci%XmpG9%~J>XDga z+Ri3b1m#>$IT^aYc3*gIVA#s<{6Ztf{owN5$-&JBYx;l5K6U-LuFukQZx6ecJ!o!t z`20ytzv;KI`N){7@2`IE=FO^MEg9>Byz{DxUz_VRy`T4G{Xs9E1^b%8gm*F4&2+m zY_#|BdESrr41T+2N=kiVLTu&i^y&V&wG%=kH^pzhxcy=6vf_19IyP@qq<*&(<~GOdeBNnSE-iSJZ>e#fR<|*sYQ8j`O;5ciH8^ zu7wZYJ^t7Kt*_o3bmi*Tj{*++UN5eSYyNuCJI6j6>*$Vt4Zn)b$`0^(Gr*@We7xY} z4IlUaec{vZWPp#~dpr8Fy{B{iLcNsU+nnnc=1>=L|G3t=2DpC79*CYO>oT>4nmbQZ5r}qoR!M+ z#XuI5jCc7tU3n*r6AJ}_z*?c)5hg8({J^FaN{J9)H3Dl+kj)`X+e{;)EB%Be| zjk+5&hs+@nLSV%)KrWO*%($fh+H%~Yf2w{#DZ}dLwvB@jt{{6DG!+zsc0UAz7Em}n z4|clBPEeZ|j+{#rgg`wJ1W*X7afuNj8A0l&5{SVzM=G25py>t!3PE6~)C5yVZO$3K z5Nr}r4SrJN`)r^UG}Fm{ciDlXVpvF;a$z3USn1RjTo}wiUqD)*5SBb;)#>bd&`}r; zA_P+sF+*)lu&Ti(jOHUa#m$T=!YKksl|yWSC=~98;J}JnxZbH^gkZJ=w?WPxq6R;O zAIFsXzKgo~@1`G&lA_!J7>!u~Kdli!rnF#4{Q@Y&EHF(t>D5y@^AARw_cFTS!(j`v zz%-S(?3jkWfM|uY3bO!y8Vi_d?g;b6mT@7|kkF^1>C_C^Y@=fei(`E-ZAm;gn3k{u zyVC^k@1`FfEU^}#ITAClEuIlrbHoC?*C<7>DUTNH=3hXwph$!aW?1h$b*2Qi1CCe_ z1jLU5!+iqp5YPxYejGGH%P|HA(U4J31q%w{abW6}2=Ws!?63`14TeQcEvsvxaeC2j z10HlCl`zH(8^{aUgbni!*_hA-Rf%B0f`=dQFJKSALr1`*G}zU=fk#V1pMoOebXjcLC+RS0O##Bpq3a(Nq zVb8)~q&eRt?A8VtnE%69|v%R*lu5{Y4wF$JD zLxsav8FV2uV!V@rpEAncwzwfoTld~WzW?$Ch1=8Tx;JyUjv2#I5oHKY31ZALC71z5 z2~!`+Vz}u#(7uRqSQGR632cT&Z_yOG0Afos*b)rev-}|MuDyHr_{ID20U;rAKb!o2 D`=ox6 delta 4695 zcmZu#3sBZo7Dq%r#S989Um>X^tvcM-|31{UQbe6b0b5-~5fEX;EgBJxTG+oS<1@=g z@@=b>hQy4Tn^d|Qn}kc^6Cdpon9&Bh;e&14&Dpfw_IwD+cdiWIF#P7+bI$$UbAIPQ z^X`btyCXJ?pCBF&i5Z`hk(QhFe0FSFZboEu>?lSUrGybG945qYLWaRN*iCtU{=H2$ zu1D2&yz$$|GPj@m=MR&&Y(C&Ue=&TQx3PY5A%R-tV=#c`tnYW@|+8;N5#`r)9QAL=QW- zw(;uKmKF5IcZtdFwt))*R$pu0cvVF`nRjwouZI3>9~ix?x@uulbk4QPg0Ay&CiML3 zbYTDVnr2Tx#r@qk9*R$K^OH)>>aJ;BYW9y<&V%zkr~6fIeHcY$H@XpoTt=s>aSoTQa8gu?;Ny+-DAFNs3lCq%IotE5q z?WOAXT6Y%iDK4z?Y`DKUy=+BM(3;r%im3_r%^0;eByj2xnKZQ9^s3nC1zABc8FMEc z?=z(Fqi2hPVsD05pZPi{>!-^3m#UY`^0O;n%vwCI{Jx!KeA92+Y(&3Z7+t$S!k`oIs5?`hv)jP3se{l>WJ2?w0~A>@Tfh zg_9rN(s%b8rpGt?$>qLB=8b-M{jsXe7p|rLth_uuV{_iGE3Yrh&H0i60vufDUDVh0mPBhe&A3wLMX;2Z5Ou84t3gNxOW0er35~#2*nNwh=@jZfH_8^AY3brFhaP)g`b^E zgmPF%Hg}TIMB>{C?GQUKcNFt;2pn=_o#nyfDFwGwx-=|~1D1SLZyR4}5D zD$W@W0+_Vzq{03ahw6_cZTxq%9XNy({j(N^a$z4fxYDT-Tv*J2E}&YV3gX^n)ooKf zsx-qvgkV}BW~ed*S2bY55+A`S7Bf&SPEmqXyF>{@p@54p99UBa_dC_FN@2DHR|MZ! zGmS6Dw7#vPKK?uC2T)SaT*7uFSA@C?)nHHLuYLSQ?g6dp6c7_o$yb7iFj;?Op|J9nEq%Or>DkXQUWTZXcqy!ET z)l$K~1}u!>nFlFDN4D9ycRN>twp+9sm;%_Lfo;daI&EX^`wy&Q4rT$?3;$gh_!l6= zcqau+TNSK8H?e*x(|HfM{l}NSht9zyvu2|vTDUkvEr>PCG;9)BkhHMtLp#h8UEh$$ vXAS)Ork%mLcZ3r*LrZ836&l|dblq4E*}d!(C*Ie$cqV(Ckf^8$@p1nLyz+dz diff --git a/slides/pdf/06-outcome-model.pdf b/slides/pdf/06-outcome-model.pdf index 04b2bec8f0f6ca1b72f8c9abaeaf21b4edcbf898..cef5930bf7718650522e6dd2765c010635044261 100644 GIT binary patch delta 6420 zcmZu#2RN1e8|I{Bl)X3E)EVzt_Rh*`DHS36*pc}ndxWfxJwjv@86jn_2-!kH85tp) z{-^K%ec$!(_`lbAuj^d*_56PK{oK#<{LXcL9SM|e@su&jsz_1F3(C&-?z&n#*sI)i zy~it}A_a%SVX)sX5{gB_#i3AP!iNxd$-(^phs1`OfG{~ZUKdxwPB_X3skzr0?8l+h zZ}!E#xuI7X1;Zi1T>XHo!|4|^BSVlAQYI6>PI#3`YB{H#8n*!)Rbsupy|Ya@^A{Xm zJ(x`SYRhYD(7tMH9BiyyDLrS^INx5t$I?2y+LYuzqig7~m%crKuI_u1@gaKVV0};K zlkEBqc;FSDSoBD7tHHW%j@qOxydO zW%nJfo~DV8XcEv@DS^QQ@HA2Vw9&QJaFdd!Z6n&B%e$elDRHBUF8Ezs!;PjPvniWU zdsH*}T8UId8g+VPne7>W3r-sqDVil`h~2xlpuBcUd)VF0Tgp{hU!R&r{e-C+|8UY^ zmoe=+xn^P-k1B{37l+bbKhP4X>Za3iafU0H7OYpB_+pG#PZ`y^3ZxD(nvY^;dnt$W zu^!j-wF~^c{FYwM!a4+LB%v-xfvG~)b}Y~33@bxrstq?`!>WDi)EZT(*-bD5g9!t2 zkld2A%z!27t2MLxQmmIH59M@ZKl_Z+d2#lPG^LyfCWZb-k*XT)0+|n}%Fw03 zT>f=NN2@|}kFTkZ=~zuim<j)^fB?S=Qm1CiHqoJJfd#1!5NdZ{AgKa?z56inrGEPuG zp|veZc{X!(F{^Db;tii(9*YiMYu1|aK9{2XK(DxL-vi3YXN_Lh& zeGQc}#rLJ7y6rhQ#D%cWE_wD#2;mab0UZ5D0EZb$uGGM>m*ZLS3qDhknX%1ZFY4~C zcubA29Ie!@`Y4dRV@c)p3w#Vx=2*YpGm$2-ZXC@UO8UtWnWHX(h-h^wfhPBT=mT2TBT|&mo^9_Rr~hnJIcU(6MwfrB%b1 z&od^J;g>pZ_^MgeZ}#iT^_Ils`78?19z2w+yZgCwxAHJ`uk+Q?9sL4Yp9b4$Q6(FJ z48PO35mj5KTeH?3&d^v_F!d)B)d>G-S%ZiCoB_ZPq993Zm$ z2S`*w9c}=r7Ho1Rv6cT1bl;7_D zvd7FWGYo)nRk{s43o<^WhEO3HpJ^n9zxrgwkIk04JFn-XE39l!4&8~*zvxiWpqYA` zTvjj2Cr_1S@neLygbAqdR>*HRdD669snop5;JXi^%K5vyNh!zm;hxXVh>=hCM@C27 zOt_kB!ZN{0 z_@!x&!A1+;VEqcdI~=bzHg1c2$SEM5X@-`kOuHy8-v6vnU>r07o{nBy+d{uP`Niu@ zGoShTi|JDjXs40u>_N7f{`OhY3k{|3oc3%3wF02ra0fqbZZ|65ptbZ~%TxS81*a>} z?_M}YuZ1mrHvYx1W6G@3pAvBAO0)7ZXD|QQL0TgX^b%)4xA(!VR^RmfF09KYXV4?X z(c$9Q?aaut$_L#KV!$qLZpg1uOzS7l%Qe`a6oDsQX)H>y;k@MLGCINI$cLqnpO=27 ztj{aiu2GkxEbJ$&FzVK4G3}Bu!Gk}dJcD`Dnb$qubT%~1TMVr`*h?3uwg}h83}^f} zYjHTPpt8(eKRmjI)ss3&wR1FwPx-O5oBuF9HCS&wH)J&x^9k(s*#AsTINOcdNvCKm@CMn5DRVYA*hZ&+E#MKZWpjhf zEM7laYA^IFd9w54PZ|7g`Xy?T&8M9<&9kgJ)x$CAOwQDmTA7nV9!)nFy~t7n zX>Z9b+!Go$UU(}0IQ612jH9*plxY3^wPn@Wh9j$B|F!Ua1`m=|AS(I5yC~DKD9fqn zg`=gi^<1=;I4GvMu+T|9T;lP9{q14M^YO~>j+bbnmRXgS*CZ~>`+o3KAApmI|J;yw z+P^SwKD;Sg4U4_yZ_Zxu%I(Kf zwT~&+H>ldX)T2fXOjK>+1M~LjEBx?Wiey8vX16CUR@#B3w_Pla8K@`=(~blxMG~&6 zSh6KrtpD(T^^8*>7k}AZdwHUkh3oQkjkd~c^^&!zWvOMwKL6{0-E;J&Yr;WOmcC)`20 z366KQi`;G~g7T49sPs`}5`bMlbTIPh)6rMAB_Q1kY{l2QUW}xU| zWn{d%K$5}0l}{OoL&hqvMSAEsACzTDK&vHWZJ(7n+j5ulk^0DH_(uM+pk(B`Y>Xtq z;+5_J9TsU6ccj4XI>(EqF8R6Ga!hVJJ-baL>O$p{d9d~)-3|7MhT?kyyQ1a|o0PeG zIqmIx!HHtJjCANliEkeQRM=EY7MGal`G;@n`88{Qf(%nQxs^#NXNpUT zT@$0<>?p=3a9Nj>hY6+eWrcaOvzqF@if8wJdKZ?Qy3;Rp$=CTD%L_fGT3hkCyc!2`lrkzcbpy@%k6!yzZ~5coqsrA>rnU2GeSgOMQ69#p)WK#UxX|= z;}UZu*g;i=lWAiUOi*iH%=K^^Tb6$#uJ%fzSKtPeXB+F;Dpaa*-N;2GJupVkRm!Ju z1kYYfKJC2+d=srHlbDZM=)EdlgopsmqKk?y|$XR z82Br+eo5iT5~?_a;sGKVg58?%6C!6!4jUeVO5UnS})in1GDkCvj9vh;$;$>Wm6 z=*M2@NR552$-H{fBWHyna#+F5-MUok5QWEk_Y3RCpPR#`_7%E5EY~Z2?i9l}?E5A! zl$sw|Pt#$kF8LK9-!(B?Zssmq=GC3~jkUV4Lw{{ju~cC4y2I(cy?2MXbK6BO%pl6H zRN^i$D|a2yk8MBqJTkEcIZO5QCpqmdLm2Aen9OW*1I}p1@@L|*xH6}a*B=hDkOLkZEM{xAj_9$Am|`6l6H za<>(B&XG5^l8gSF>f%0rRZPmt*LSVsIa{t_S8>4!h*6o0X>;d!5b@b#^ z-yX&3t@I6($&<|}uS2r2$H3%%K%||Ryr*UJypFt4T5fCn%dvEub77)+=Af-i8tc@H zjaZ#~Z)!?KhijazbuN}IO{P9d{w}D6AlXP6@}axKp9Fm?+hTuaOHjgPed7g<>}ieR zoz;>+vV?vsy=6pUJOzbjLhSODr?qkOWC?XF56EYtH1Lm5+2Zdz#U!d&@Y@nx16qvAXA}S1AAr6ev6JO;*UQZ<*MtARJs+TeuKO0&agaq9w z7+8qclzj)1>{*;DO}e{5%1~uEP3j6c0pm4F`Zz;s2_mrA|NX0SJFd(AA(U2i+dC*} zfgiE~RSA!w7cpS=dG?A&!9+baTrpT;eH-bbA;u(XD4gDwmJ*hdwjQ@)F5m8 zm(QX6(GiIZL)?~HRyPK2%a%5;)|9HXRdmeZk_+S)+#I*O_&(8iNq2u0LWNj>n2&KY z_4r`z{0pWV2?>c^OPC`)T~FrpxV-GFp=+K6t;2=F)6QdC10(zP^*CIQaq~CaxoL#f zvx1P|yqAR?SN4>8Cd+ljwt{>NLR>di@2teQ*)OejI#xS0EstyAA$fWM>56=D5(;c_ z7ZkA~WK7x(k3_>2FZP}dOs3=l8(A6sV)A=0sHBHKVT>1b)nmI%JqY7Bb5(cFBXQMM zAkX8x>iw)INqs6#y3*#Sil=)7cVcH~`P0T2%7^c&Ntgtz9(~q)6&^%N*R0l?`)G&W zUW|sEtl*0rGml)Jat`?ck+Bc5 z)tFf;%Vy8vJT7_n#oivftl5Z0m*#IB+cP!#ZA z(cr&zM<_E|Yc%xFgbDs*P*4PsHH5_|C{ZR* zEPx~?Az)Zy`w43?*uS&;Cpj1t0U(J)6EF-K3;tO<7z|4=n+Ss4am@$IdDQ9F8U?M!*3yQQ|NJ9EBws3>X3d|Dy=MPX_`BAddy2 z(8t6e(1g2hB7q1r!LDN%3Q9CoFvRahCW-^#C=f$z4FJbrh)Do~Y~l?81O`J~Rf7A( zXAlfPqEUZNBoqdq5PuKL|D4VM>i7f!Xu_R8v1&8|O-zhLU{J(~APK(##I7O%^q&~P ze;5))=vpEYBo+fDt|tdih{v{gf}5h-NEet4~Y*m24L5(bGx__nCz$?rKRgM+mC{&>yJcz zIKkSC0ui7Pjs&>017$Jo@K+G2r1AJ~QtwhRRp&G&n`rVFp@i62O|7U|_;EB-kJ5n8 z1v7Q3pT|c#o0jeF1?=j~92msh`-5$lgFTa97eqBDcQOviQLH;VKTOh$3^PJ%DL9`4 zCmMYTUv3N6urD|n(C2whpU?2fM|_A^niW#;f&QeP_S$0YP95W4!Scnpbghp0g-%XG z$I_1}H}OhZn0Tce3Y`!2Qnb$t^EN%}ez6WWUoMoit^UPqLMg?PhOm|1dlRx`A@5^8 zpI zCb3pgRAs1eCf?uf1;G|I+pQ8>-Ak4O%_G|bBNe$^3>c$7#JP3~OS1C`d=YbV1RR;T zMctgNGAx`bIjcSP8tA%(-as-IO0&1V3Bzl2N%+^=b(4amK!KnCnb#`*aH3+`*VD3j?QcdyVXk5uS!G}#!mCLV zny>Q2vRjzNpC`nQN4xYIsE?P<5O^<0x-eSjdr%?U*3Z4>Z4l!DyWD=dcZa;9a2Sc?V?;6z-I8aW4OF@ zrhAsDz}=hO$i_LY-|Q^i4|6&1d7alHXP@+3b_vdN=~SkkAH8S2RdBW#MWO^~9LI#14|}|Qr}t1MN=4Lq zT&kga+1hBm>&q*<*w}CBMYJnli>?_|R=68fdZm?(k9bzpjEv~r+^aR>efZAp*tFot zZ_#hxZ~tUs-veko0!T<6hfh(^n{^dcj4Z6|i<5JIMvsp5&##ERt{DuQl$hC1Mj9DO z>?M{+huYoOUtIq9He7R!B4tYHO53QuZ{*z2kSm{`NKx&Glbo~mFB-qdt!vfwuL12A zt(R2X4=80^>&ps0;&)Bnvz&3FKO?rZ{bo6@HoJ&dyqjcbZ3VFYGJFtO<<9Q8y0rFv zg*F4kR%BqdBJ-Fmkh_IbnRi;2WJi{Yu{4vhf~U1e`BIpZHraayDW2Ym6YlyY<1_Or zF-BbHp4=4q)+N^CX@a$F^itfi9S7-6Sk5YBH`*!kDh z=w1HVl!z*pCE1W`q#|^cSE5EicEyZOLLCDyPjUZZ9^!rkNFLnVys+9s-g8!hyDoM% z_AJBFPZ;W3?)m*Ob!_W{T8e}gBibf+^x2!4iejo+?5tVmm}Foo>p`4@E|}eB5nZtZ z56&_jDb6<9=7!A_?hV8=Bv>eyDq3+$CQ{CHOC5bNDV>>9X^OIUh9+qy(Asuf=yTMB zb+9737F3f7Ftw?L(hTOa{X{nf_CB{%VzzTh6VXuw0Z@Dd4B+m759$Qka zUmRKN(DF6bE*jipvNMg!v7-M~#)<(Kx~I*P`9insXkzcj#grkcMnpE(Wv_Dx)#IkX zq>Xno$LM<4m=1$juwNn`y(!jB*^u$%Q5Rzte9|`#MAh=mje$6m4z-6vHj~b5_>$h| zWpD_92g#A>jFZRm)!m%Pb!33|ySbhpKe~ig0m2=%8AWBL?Ro{8kbM$#*DuDh1(P|^ z$Q|2(g(i6X+^PAsW)7b>l|RcoDJs5Gs{goc{fwqcw@<+)XMVVEu};`?8*~QCuk9Gj zAq_1DK)x~bCO)=Fm7>`d#W{B`EL6z)Y7C@uB6&ULP@#pthSX(`vxwjD*UfZn;lbVKOkn6WTI1gQ`EMY6FH9=gtmL ze)Q_nmm3-az zu1Z&IMhBC)&%(}13_!hDFQzcQW5lfRCP74Mqdk_R-93X0EgdDP!qVB-i@VjFo{3!c zeqC^HG^b&SW2_$Nj`8x66nm%U5(_+B0a6cU&yy-eYDkx@%6z`?lPkxk?ojwvgO1-5 zA#?xahqGnrtJX@o$m~U@7c$S66hnM?`y+eryrisW&|Ka96|%GyxUybA?|cJzX!qMB z``AR@*%(?ar9RZlesErzNtyd{-`%bdlXBS*501wQ*-_zgu&WBUq#}d_&uhSzIy8Y$ z)y@#MXCa-RD&RU_f4wNJsY%Ev^7Q#x+Gevg?wwiTHonl*-n6+uGDy<{jb_}V4%3oQ za_nz^F}r^p#ks3Cc>pD zu0M|jrIePIV4ZgN-e}xIP1P5$G^x8&h9eJCKv^$%8)ZG6Om7R2B}d*>idv_B`9`B7 zrcz)+KQ7&PzO?h1sMpT6SEn$(-Sa`VCfqB>wC?8sg|#)Z%M59j`Bt!3b8Av9kazBo zjhtKX**y(|Iv4n(??L9XvrKb1KtX=vU z*!!IF_EztSesR3!sfuNC&<_HR!Vqy$y`9tSK_;!d0&)?ghU=w?e93-dZPhcsPTqSa zy%wXj@BD@{?q#bJ(KwjUO2+_DTEZ_lhcTXTYJW;8(dD`T>asjS&j0Yzp`I7p*)=Z{jCA%! z>b!kkVu|}PMLpT^(`6BX_-y`5iW%^lL$S=X9k3+pYNR~v>y8Uhk@_KlvJ`h5GCTCn zyP5p`ERqd>DKSB*I$d6SMb)_o+t*l&!;$VKHr&hED;O!#N35o)28?4{}VCkN;$*a%VJv=b34wc%-WuLQUg$hvVcco|QwR;2%O{Gx7M3gpCWmr{+)?O>1o)uqDJnBd9vcQ$v6K0H}-G%Lf#vI8@{;S8Y} z==GJ+(szvxqrlhs7ZlFiV!M!L9qJ1&;|0Y6y~|FNx!Ck%szXMO^!TSn^o1nc%l%Zh zTBojNPPcy;QRotj>6#x8ill=7^e*gnH5EtMbo=gxz4`ide0t+ydZW|$7ql+MGg>9xLsUWS9q;wGIcZ+-zZdR z`CPi?CD_`Isi8?bZBERUen7>qsKu~nzxKerU?@ql^Bwn*X{7L%S8=V9xc)*uK0S*_ zn0>aDA-TlhRO5^vyMKz~LO4A#c+>POB-MlE{iUcvBb?ik|3Q{myiiWJPVr#6sld~3 z6;}(wIllo7)}6Su5prM69qPqwtB-bi{-Keh%Mtk+qG!6QTBpnpE>%ac?0f384L>Ws zFW%K6K8AA~FVCU1Fk33uiL}RS7kqB-T`s)pelcK;-$09RHL`eKw?%j$Uhup5KmlI6 zy3?-0xl*}oE_uTaa630ye4?z`6aV8v6q3dYCtnWqP1nPzP7vFgR9X}L+1Ym_>KAT| zjd~B?h&9??-dlTnb)Mx-ph8@5F75@D#+!cGtNahP9#|x2)KN$bNc3j7FlX8Xv1ZdE zTROpEdQh|Ys3p(le6Ex$3N@lSj`##U+JQUO|mB*FFC7koQQQeMh$X zTUsHC{@D-SXua3!nnTu~f0MW&*>mt&WFUsh@hK8l5Cxc9AAv-1Hl%`Mzw>~0OxcCyR5F#>4|DQ;&w!pWzJ#>%P)syfgy!Cf5BS0I*3!Lv zYvK|i`|c)jCMm&=eKIB2Ll&tXIfl2zTbI@+pw#Y zJK$PhaVt;MT?0l4mCN{TpaUjFL_iU;*%J2H|xw@hCZR`#Twr_WZaQV}W7Gv>IhSOxL#B*XAW zN|&cK8Qw8=iB+E~09^&=e)8t43tFO(6JA&2Nm}+!tZPcZuCrd}`;e7Yl*MT^(Z!=B zBQ&UbW{LL^XOd?o7jAg0(2cYm*OQ3qxo^3&)y8~iQj`ib@+W)|uDm->!jnz{#d`*T z1VAthJ~IF$2q3`R;6E>Jdv2tiQ25^%1d2w1F+>;)21OB_g}_jRK%zJ}42?n( zV@Na#^)F2IpTrOZ0t!a|9SA0fK|)Sp1cj$C1Qdmj4+Jqt6Kh9;F&Lu!U@#hiB=SSR zFc>&~`VR$+h@J324e@We|EL8+p$If_DhLXKgyJDVr&WMqNW#;(ziA;56dXZp4vv9C zFnIqz6hs*b;V3v!aluF!7)fjn2_ul;`~FZ6dqg2oU}AG96a-2X2Z5kr5Hy}A`2R72 zMuK6dj1WK~wO|Y!0ma~*{!kEoMPNr0cLV~4!4X8t2pAd-!8a2q03weNFroOwq6vLI z-4QStN=!@OB`!PRu_+uzoP&U&|ASrl@9lsf;czhCI0VE3xVQ>g>dMFG7CGHiJP-n!y2NC$k6%>U=5SJ5* z1|x{IL(v43Xo{g|G=ew@3~DiqNxD7z&00h`~RdA;RELG=#V^a2OauoCHpoU*hr;(n5$U2q#?c|B3h#zlU>FRM5deaKqls580mGce27 diff --git a/slides/pdf/07-g-computation.pdf b/slides/pdf/07-g-computation.pdf index 9b0d69ce021d56ff94c7ff36ef41f18e23715037..ee43368ba3b38b9f85d7aad5d89e096713753f3a 100644 GIT binary patch delta 7520 zcmZu$2RN4P`;O4CiV)ee%y$nvD^y1ID3X<#WRE9gXUoWz71?_$o3h?ykL{sPPVGtM;`ujmbArOcF1i}aYfpNF(P5*aDRM0&DiN#7vvO7Kj*RnnDnw+gQVKpgD z;kBpp-Z7&`@ntBPGOIH>X_;PDD&3aY=Th{sl;+kbYq5w>h4rUVN9~ud9JBP;g#KU8H3=qnP5D3WZDa&d`R zO9cSRu@Hv9jI(;Fxo+3aee&;jKbmiPnmk5y|Gm2fMaTX6nnk!hReOw|oDEjUb-&0V zx2e9KEWZ1@s{T?sYhAh_(&N{-*A^?Tan-2qLdGLOlb5?QDZ~t{r}&@d7k5$o*go~h z=K|e1c%+pa`zD8oMtgxT^1Rn6Il-ZKTbBba0H@=VnWSG_C+>MQMK>E5Ok}`6DYsDd zUDyB2?)6X!_9O7FkReM@W_ zHkn|g@K##uS|+QCVi%p#1v&rg_ZZ~Q-m{R~QYp(yiVq^U&yQoZ2~j>R{$)?|`iJ-} z$uFjW#6aeq+ks!puG+GpgTkNc*bTion|n=9g-O<049Q(I@-bC*@U&{?;n)%E>Tp*w zU&bd1Pm-T+!*NE8^2wK#hV1k5Lk@B&XLxUZ6*LJjzG0}LIJZz!t21P-thJFxs;uAk z?6os&WBkA@+{8(VF8+3;p1NJYae~kH?tRhq7nXM0i(^ld9TGRxmeqLK_4B8~H7L=! zBs4)mL&0afUTnW*&6ZC#Jw;-p_ii2X9Ir+evH)GX_Mzrh^^OKL+oU=!fFc;>{k7C| zJ7Le=m<6}1`UJNqq*qoh@eP0`^~)dj9#THvkNp)tI7>?F2b>NBP7{F-G5Gxcp9FkJ ztAW#G)AXlN2uS?>E>czi0l}jGZORY2Zkh%oiNEk(>~69$#2k>b+!B#3`h&Q4c5PHL zPboUcjk(UE+7jAFgBfgkZ_-Qz=VGgHIQMazzSl_~Rg&kkA1395O~7xfCM&5_DfK@Q zXH-po7~RL6%InmL9P-?g;3$s40ZYjZ8{&g!&PG}bfdX#Z`Hb0gZ9U*_CvFVYg z<~+{;1vOXa=U58Gcj{Da0?yj8joUJAc-KqoylJ(PwAM;^V~J|RjbI6-cf-C?vCIaA zZ+=)&bsqUpHdv2{TuieT{x)Kf8NuhmEe~wI$cQZB{>o(}1MB;I>TdW3(HA9cpHNMc z4Nt~SG7hD84)giz`2{{kbAr{1qc!uU!YcdcPzqW*6)Qw2xOuPy?pu6NKezGd<44&T z-KU1~vp%pqe+5e)suf?e5@KFs@`La%5I;KQx76QPDz#TG-DoZ0pbx!UH+-%%wDczM zP14+gW5JhJ;;Z}=okJXdi>1%@CT|0&l#k0Sond$5<|*;B)Ndt6sn2}oX+yB7XZw=D z*lC|co*{$CNRF!25kXP1r_=+C&za~29~>AXcUsw>zr$ospVBB{tZLC7C#HCKlogEAZx`3Otr-b_Q_lImXHQLAQAGvc>Qw6KqjRxgk;Zn zgIAY&YSbK~aAENBR|h|qqgj&AIojBRdh)O7WCljXw&$uwOsr$wB;FRNK3cW^T-3U( z-+-QL)LI*vXX$X^gb({$-CY-^ul7nVf_vp$&C{KF5-+MW+NzB0 zV77-lRPNj=3|;L8E26b3IJxta3b>s!iW|7S+ANa9nyE=Bo)o{Bw1UJN)fOlzXMN2o zQ9Rs8cjRnLdL#XqCy)ja+rYQ)0dz~<9$@2%er>j2mTuF$#yB=X({1)kBrDEX?N}H#VI-Me-Bpmw0aRvt;6OeZGU3^{DvU6NH z_0Qwm%-fcc51(s1O_97-3GLLkTW&smlEZ1X1t z29j?1bL4jeJQ5_x@oft3(hB9$N~=)-hvqCxLy}}PU45I~OCL{jOBx3uANH7=qc#Uu zmZqKj(wL?1Hh1d3AK#OOeZT2$UwX)pzQZZVZq#8uFtfAkV5l)BwDH22Yx(-k1_jkN|T%FJB6zS)pJ$D3sBR|t3 zu++)cvx_oc!Ra^PGduMITR#7ll=2sL_!LZOs&;_TmCPxAaOc04x^4P01kh=$jxRjb6f=6u z=B#8ZeNlXbTSJJu<~s|n(+$IM2Q33Xvb-yM?%>lul$ZawCw59$^_fc&Ij_ zs*vqAr|07xbbGRwEETRr6TbXNev!H3I_ly|VEso&7aJh5NAu#0;{+;|J)n7`J0d4q z0NIgxywZ%r4Ki;6UGd5fGq2}GDaBWuJ8j}xbY11Tweyos))*AJkpYG9h2^7f3CO;&Da zM@~-BtZ6F0{W!guw>n3@rkvK3-kv3zbwTNvvG|*Emd+-rl--+otwtA0Fuj#@i`Jin zn?yb~O=;_lt_$0C32ui`YQ8CWwalPL?1rV^mU&R5-&~iQKO>-P5Y|wQ8A;BC?N+~V z7EAPcV}OvKj28s-2NN3tbFTJ@Z)&)^n=UciGTy&js$YWT6cL{AeCKG>U3PAH%+17f z=f|!@FCQD@2E*x2@oh2BOy>HilwooGurkL4!F-F%ii0^n25J`3XWlE%?{Rf6?5~If zrFo5PmI}Dm;T|M2%r3uLp)Ow`iI^}@8U1>B(Y$ze=pv&6&=h4$v}N~_cS1Y=Jyq?v zN45PMhnn8F1*+Xf?>8-QTYlZ*q;kZy=JbJvvf6q+ovS^1=Atg8J^FycLsqgq9f1nh_OBkINs_}~u8-F)usJB`p+C8xI=k$$67YS#LpD12Bdu&KmDj`c zW~a7{RlVk4sB-S$!Yp}xrR z_e&jIQ3FLweq!fYi|pkA<3>JJc4x|``Z-)O;!7lk#v~C~*NzemDB~AARk3BBP>Jpr zj%m%IE0jQFd83(6Qv?1{;GiFrnC= zqw3#0h@PvRo?m(xSCTWz@$6`SjBz-l%&gBVYWm`8Y{#-)QHg;VaUod>P8+5>RawP( zaKE(I%4IjE_#@-7iA$hYIIO%y)BcO@eJlR%!Q3U_iX)}jC+2F=0==v2&T1*gk^OkV zZ?*Whwew@a?*|0F-SXKsf6Eh7pj+Wa`nZhCWMH*XFG}&da{dODoJ*7wl}6OH1EB+T z<(--F&D9hyr(fi`t;H6%rduwul)%gL7^lcM=JM~#v%y<8q)5rBC#CI!_4XzN-?T5SBdB>mVNr_~1fu=dbcx;%r zXnq1#EwbT`(C6i)`)!Ln;-;uM$v`VYZsMuCBpHq6VBR=8$cP8`OS3B4NFzkJ6g0p@DO!DJnJviFD)y!_mB0s zmEZyF)P$DXufVMr&IV<(Mv$oaG2(TO+6#{Ewnv?FyBAp5vp5u=#h|Hn#PMG2wwVsy z4jj0DUlYTCM_oDYWk_3xXXz@0kxVs=ZdLrE2*B zHwE;#uQ@EU&Uk(P+#NP# z9^xFcY%Z`Q*5%@X%-XmmF;=>8n8Yd6=utPGNa4oGq)^L_{a{zMy4f3J_`;b*X}+{C zE0MHNm7P+ARZq%&^W%J=c9Cm>=?#(QBLFpcPs}kOBP6lwSNbzzcD?Z&$!_*@UtLsl zY8aC46iQ8^E8Rp`bfv28!~67t=vU7k9$qrNTM3*bOI>%MVg3$bFt^OqA9k_SMxOi*v~iCd zWX)_{_H}2aZ@ena8CWfTvw3wpw6_uESUEjYo|sxujpdhpT~-uVrq%Q)1zJ3Gcj@al z(NN~P$qu^;>kF#)`paJkwb+wPKiJHAh<(dvX{l`Ku`^UWl7@K+^Y)ru8C+ag1Tt5S z`XzfmAt(p$$*`67^jkmLw-e>-=w*~y&?4KKUln%g-kQs&^ck-Vec3y%eDrGk-Fwz8 z_CjpxB5Ph@b9KY$J)No98A*WX@Gvc<>G<@6b?&TwZ~I`P8=hz?eycQ>U4h`W$-0Hw z8)bWV)o+E5L>#pWx8t#j4zCN^9sn79)OORq-j!qovTfLJPHJd0S8*S>9*vthg<9vI zDoDUOlX~AQGBIp=*T=9HUviKa;q=!2GsIkXvrO?0%`{)fka{Pve{*4%C7QKr`=P(v z4He5mg}7n)+gG7d!WSbNH$+nu{7%=hDEQ$XLPQgm#TOVcbial^lN6~p-j)YaIeJ#; zm%w{LNK9-h?~RONu62=7W>d2M%|k$0jCo za;DiE(<4-@KR<}F#W>M2GP1uC;WUZ3KF{mSX;2=pcu{JKrT&=~%kpjemo6>lz00;Y)vJPJXTb0H??PmciLmjO!enA(iHZ9b-V^b! zg~`ys-gnW7de`yYdG%js-=Qb0#S+S04>Z`A+3avTszw!w@|R+>SH5>^9gL|okB8D{ zsCrEA;SV7*X?Oc{+BOce{CAjfx6!)?qLnFCh1gYN+S=SpNhuyZ(n-e?E{W03;!c3U zYHK#R%SPT#tgG?^RRPF}8D{w2;k zgEy=E)pVW|4ro;7GB^4%X1-YAxn69N`HY{=J(`io8AUQKD+*NIJg5kisY> zEGBT!=t?We#r15Od6;UciTY>VTk>)^GDqE8y6bToCeT3S;I2e5vNXXz3&X3c#!kjN`mJtmds?c*NQ8Rqtj4NSdp z>YSOu0{D1Zsmn)hLb(q5WpOh=lhykBm?#_CYEcMTrW!E>5#$0 z73$A13zHv$Sl!{L8oAdEplPGDG&^_%iH7XpF8q1Zn$I2Mk<5X2#%NEqa= zIN)Do7z{%|hCpCw2%2y~kWPR>AZR4)B!)#oPjC@%#J@4%cf}ZRmw$s`Nx$FAqE297 zEq`KgECPikOd1pcd4dZ^qEB+MXn+7jz+ear?9WXgP$V2d5C>vt^oi<_uoKEaQE=Fa z^-yR8@~=IB|37y)7Kw!YA0@S#lrto8i2sD zCS^T2q+vlK?YxJ{)vGegcDW_ zV&Lb`IIs}x$)qvJ6GsP!q5n2I@ZYwBz+o5|feH}#|1c694nq)B493Au$Pb6Z2~`E- z&{%?`0XP;7J5e2I))SS$QDD~+R*XhM2`~s8g+>u{1Qd#b!U^ODF(eAj4)!1T`NxE4 zG~uuS1F?iohhmW!!iu5TlTL?YF%Uxe!8p`E?GF4k^8FPF)S7o zmL2jR{r{F91Dc<}gm5ebg&;Uj5W}8yKNNx@@B$nQMW9b`u?WOJaln5r9XJ+?L=m_e z#88Bj5XAmzo&R*cOo1~SRE7%M-wIp zMI-;+p8q+21QfL92{Hyj*xLvg6a^#bV-Ulf#9)vU$-rQ!6G_7m0w-Dwoc&;n5~u(} Xf)`_aM=+WEc_i4s=XrSKRTcgZ)Y}x! delta 7683 zcmZu$1yq!K^OiJ@0g>&Xr9)Z;1Ox=>?hsx?VHN31BPAjzAPp*=(jZ-;NJzJI z{NH=;_rKqD`S$F4&Yn5X{AQk+=Qp!w_eV5yYz%XxtUN-1LPXZ(p{bj-ql28O+e6N4 za-uK@3<`xnF)$bu21N-$ApGDP#Hl%&|8Gdtv-%mB2Fu!w}5&d~*Pep}=&aCHoH!GVpJ?D+%&)(IO zjmyYaINFu{CEMLx_{*noIYlKxr7zWfYc*A_QVg>vU;X=25mYHgX=#RjUcL+LsUy`# ztH5XoBQArSsb{M+hIpxgzxu@4Sh{;T0Af)MC+#mZnpjLk;eNE;h&Pm9v0IA(`jO1ET z5Q4V~#DpB1F9q*2x8g-H5=Sm7!2;ijS)zA9r26 z@M6;P;}P+WhTXbpwXeKg>VBr>m2p`WUezOy=1O-GGpQu$?p_^Zp;4W3hv^06MI~=` zm|V#bk}nPBrgf30CDt;F99E_Y9ENjwxbD zjFDwhi)dk3(>1$pLb^$5(B+!PnX4h6?5p9rPT939W@WT3VK(h&#vR_G(&v~XBR{U$ zW6yFax@9|1Z87d~Q<1ZphH|oLraj#ta7no&0m5!leA#X(ULd4wbijL*Sl_$jfd`uq zWT|J^xuA5Wqo2Nw>F1-y+x@f!7E{Fn<`pjn8oLT*32C&j8|k{PHQ&7W7YGOp;tIw4 zW!;sMMWR0!{zOc_bhxjPlJQ~sO&0~v*nm#9tzl}_bV4~$>>Y8c=)v9=cr1_Tr@Ybc zRROF@-HNM~jwkp=Lifao2xmk@06v7^^XF$`@FA%%A|joi#>RUBq-H+sbm;%_43#T}^Z z^;G?Gq(0r4vQq24L`Y=hLz8G_K6pmSTv0S)A+ppuxi2QN^t>92sIn3hk9%6KttmS^ zMaoFXvmn9xAv;P0H62zk9Ohaq!S3cq_5%9TTod?gE+wsH|w3D6?l z(A^gA@m(W1>U5>iLvKvvJCzC)h3!l@SNH7l6rv|q;$I#26&El70ot0%pI)lcrY{nD?6fBoL+*=F`ty+t&cl0(8^7{H)Ad}Iv>7U&3P+R z8(`!RW@?t&NNL)k@de7oT~b9l-#xFgok&`n0Pw9J=o7|0=;cbd6JVG_d?%A{AXrqB ze^KENDb!g5cd9WQyFx_z@%%X-dNu_Sq9mTuE1CkDqS}G<4DIsFujRd40|hnN z-jP*$6J&A-lU*0m5?Pcz=JX~H%Q#})rNf#T zV8uFv@m3q55i7Vu@o7~WnI7ABDm&(4RS-0EWzgr*dr?UPzt79eUhji^=_bba{E-tk zy|Tq+tHR3ziA8OReFnu-W%kO*h0%Hj)FTQ&KyrKPIc#R(!4;8=3zHlH?q;x`9#>|3 zuMI;wSrlydPPFtyf(Ixj&B7{G=8Oi2Y0b8+UZ%=8W<-36cYP`^t&*-iK~lQQE-KLb zd2eZ7Zbn+wo4M*mcyt)e*?u<N=&gr{@Ui?2w&$p&scP=wVL?L~B1+C+t>>C%KXd6z2f@(<5T zOFqH|2e~ycz0o+X9&x%z8+D6^w+sTD7ko1ADdmlU`vgt$u+1@P5k=TyH??Z^lBj`} zNim0>&tx};aFICc!<#Wm;?R$td56MWGq8K1wIRVbzs;;V7rvbj-*qvsXN;mfB>EdQck;`?Rw5fe3{ZJ$}pCgoo=rYH0}abO@ZF z$_~9vpa>hF{>aH~6vYQKWy%fC9?1br*c{^f(^a!-`SMIQ%DOpNy>`XBtzBxTe+uR< zRXz&q@Ogw8nSc$+TJ*#nM!&DQXXQDgXg;^8{gX@+p73h;`E$dk_s+c*Y9>v&`&vnr ztp25Tp!+=`53CU61yI9HIT7QQ;#MD+*j~%`WZBY$7hNakk~Dh? zVQO|Yoe>;SkB(0cAsZ?6t%`(we9}p5vNp}Gn%Ma6)^<73{HwvgwsZ3DuR+W5H!4I* z!jx)KCft{CLhMUijFg+nw^e1}09nPu6qe8`&8W?2UQzpYLE6#aGf-l`vSL5;;4_>hJN10s+Du#Bdbc9i6x$)kD1o*BJ7YoC zzz4-A)%uIgRdiCW+an&Qod)jI-*OB1OQxs$`-e^88u2K*2+iu&b9X4x1wS-ibSZSX zkY3+9Yr>wy!19w7gR$6}ujcc8Tb$?CHTE$1IA2T{xldr}Y@~1=EeYtA*903H+HB5Q zB!{Y&V&5*Fq=pcnZ5@UdCxWmohKU~OSs0V-CD}Ocwj+TzHEPGr^3l9McaCE^!-GX4 z-)M!sgr?NB){`I=6;tS(mD#+ncBEw+`lst*Z>! z4D@PO5fqVnwBH)Voeto3TGd`YGk$i&>O0REdBcb8Ti~O}uH90%u63*3L0PtKzRajWYb+XxQ5{gfBN3wA+}>}A z4SSr*TFzP7?=c9 z?~IF01WTK2m9IH7#w9Npm6vlV83RWv9L> zCt8#b5Dj|O0{i+h1dxuF72tO0X1K_2{$-%yma(Z*6H}hujUCZg6@wcFi*At`4f=zm zTf4h^o@n~%<|+TM)!LF0Umr5vCUuH%LJJa(lqTlMQ?IH9t_6xry33bJFzs^P&uv27 z7({i4M~159mzep>SMJ-o^47fgBktf`3{%*z&oU|7ptB?d4C3gW=8?t?ymB(i>C3i08-|EQ*-X*`}qiRe*Z&SUdv_NMxH zrUtIB6I#%QIMt#jH7#x(Z_X={ZJu9~eVM-QhK}bnCym!pgpDGDP^kH~4wZuKc(<`# zoR4BxKSlSbo&^%9@J>bwR%Th{6r0)W&t%HrMr}CijI-bPQl!`qk@QhjXABJt*;`#} zzneW{?TX-?v$M3Z;5J|_q=`Ksw=83H4j(M^WOizt`E*IZ;A!gI!0)G@UU*bCzPTFD7!kqO`3ZtztFpF-kvM@ z#Scf^v+GC3atgJlnF`xid%kcxO}u7(bZSr+C6`%AOgVKd+_CwNFjJqYxQr_H;jgU4 zcGf*tAN9JG;yN3uE*rNXxgx{QPL8MZjYsw)fPtN?H2*m#wRDp~?+pzn%-}nC&IXe|P@q+(jOe=v%Df6ye63 z5MDLOD%e(L{#0dP9bS}^*K<$!&LOMZ*HJlSd4t|1?^|A%^zCu>Z`+uMs}CeUWxv{> z%un|X6QU#bA${f}Uy}aF>=rrgCXRxKCo|N$D9|(egV0T22UAmF*SA}DYc$63Q^I|D zx#Kky8nqZ8>N_-75SzjE@^3V zA?bPH+=Wfd?I5L#D(P)66^PYuW)d0GO|gxZc?+NH>;SzxGaJ`qRgx3qg2i-A9iSIS)Kmud*p)U(PSU!u?0oZ@ZOI~shdH@NtIH^`-Ic1ZJ&=81(yF|NO|D#z}C;0(RfVM7s4mQV|;OU9tiGQO}DttOcl<{V=nk_$u zOp4(=VcJEYr!P5GbWgn*{UG~7hkK;ujKbZvq7SQCW-Kii()>1C+gD{VLYr-C{k zB0ndJvUFWZuZ|pvwez10Z^^#yF&D`#y_{606P=;y3mlqo=t%j1 z?W~u|Dj9b}gE&RsgjxVgB&JRAOXIphf5_ra2BzHaaIVXVQ7ol-o6oXa0$4oS*Xc>4 zROi5aus-Om4+~)A`F?d1;Ye`q8p_4XYIyg>$#ZeGRsO})y2b%1(`DMcc$$K#CQZjr zoIcInl)!DW5!lT22~7B4w34w^!yJr7bx>GnCkh@Okn4p&h*m9Tq?d-}F_81_{)Xje4rz1`WiyK0#y zTvZ)jGwsokD>1y(?)w`fvrz^q%`aW$x3yl6%kuY^d>dl?yn-d&%IKAQ!n*#*6Ff4 z!(F@Wy9GvLdVSi&1uba0yNT~Xr2+yXU=WU-p zm2s{FWageWX)w~USbgYdX26`3Su_?ski8F`wPzNgq>jH3A6sxE1=Brd~aCb5YI|CmDvebV{fnB^4V2{CcMXFjzHgj!CHl{|H^P*f~T zT==d*1oWmC^W5fOMWOHLqJ?+8*e(>{wDJ#s8MB^riN3eoO?>_wUb#>kpvkvB_t{G) zh|YY*-g?Hr({-Q4)`t0b#$tYZW@e#R#X;(;;{}eBUq0cRqDABve?ZxbR5P6(2wl$C zm*q~ziPKjTx|1#^caB#KKWOXMzb>lq@QYQaMOaHOR*6*OkoRmeJQ2{kTNqxqeqU*|$yaI(2UGzir4&2zmB~+M_U`FoAb3 zoxBYTLzc|b{9t^Wcs1Fy_MP60tN<;&jLoi-a_6ZQToILR(XHFMAo|k;D?>6z{~J5_@LZ{Vo8WB|}}+wRZmB!C(<*Y*_di8x)R& z|Bi!W;aDgh4gp2NF__5P zi$LK8MnEwL1omGzFg^qVg(8uVe;NO_VbOS%0S`pO@fbs(a47bSFC2wmRX7$2!M7n` zFcffx$)DxI3k-oGF_1ItkgzkAfui6@6h09Y8vSp^AUQA@B=Yad0RQbf6oW+K0l{C@ zu^2pdpfd)Bmkjs|JQ9u{7zV|n@U#HOqM(r9$bt1oz>ruheqa~^jlc^GfgzzNyujdr zU{~-M!%z^|8DA6vf&Lu_`l8Ul8D}&cpD_f6#z64|2RdVsXM8bWX?_m^fx|F=EB#+W z2W_bT;DCRw9sGX?2@Z#$@fbtkpz*8?@q1bSY%&}JKa(^XhDQ#pKOBiZ!vqvC2CtuR zEC|E1LEtD11n)*bp(rRCul%451v#4x28sZFFBcSa#aB8Miv))x9uDj~zS7~KRPoCX zN)QdfYZDBGM*U+0{xkJpe-b&9AqI{=7eL$@eZbKeH2yV)qp@cO7nmSe*58Q$AP|Yh z%MgqJPRQSZpfd(@28Y1F@RPof|LIDq!Hj$!51ND zL*Nf21OP!o@V6KOf<)u16#??aFF$Al8;=(l3PIrO2m$^*iQf_g6kKfJE%~ed|33pj zBiI)F0})sVo@l_8iiG3o0|7-N@vkvxLnF@kVj$T6`T~FLd~huy@s|k#20gQMz>Rh0 xdV)4^nd2o51Lq8WU{IE4ss+1(gyT;*a36rfBA)I!sXPS=ia=8E^2%!{{2ysGEBgQd diff --git a/slides/pdf/08-tipr.pdf b/slides/pdf/08-tipr.pdf index aea67c5471a671f7615079b4cd571bd19d5b5f3e..875c7d1fdcfad5fa9569e0f91227287ef3d68252 100644 GIT binary patch delta 8229 zcmZu$2RM~||2MNqW~ESM=RW%!CF3ZYNVd%Ey)(KI(m)4UA<2wHqU;sftL$AyMksrv z|NZp7&-;Hm=W%geuJ84opU-#v4)42Z+PY{S;V+{^=q2&)H_bimT$~lmJ#X>}D@efs zI1KjJ4+;hVNHG8qg1#X=br-9DS0O~0fyhgj_&huzPfql{DOtLm_s0Onn(k{e#<>Hp z9hJlT8kd)s%WtN$^mud88-3mS`OKY1$UA0X!-gX1{rybMKB3_$k;vNm;Z4ru!3bvU zj_#+X%reXdE03u@PxXqWM>j4FHs)X&ePa7|(rOLT)R^uD1P1W5H7>1BuMooL!Kcql zXFTg>^h;86Zr$T(Z=k6>?3LuBW1529AE(1N7nzKGPD;hQ-zM9NbF!Y@8sCUYXdK5e ze!klt8-}xHxof81xiUMu)`k1Adbj;8<#B7(=Pv@?cj1YAeZp(ZE!6X_oNGUYX-^-s z&@PvF=iJ7@L?t*$e@0iQBQ;#iRSV=}ll>yTmSfQtAfQ(DzFtSGoKLxdL#O4fma^MQ zR6WM6Q_W_^6aYn>*}lK<~o)@+P< z<#5|Z!O6($MkL&6=(fG@@yOQOAZLI1r!SsbJmc{n|?nBn3?GPMq@JM(nA?&k{E|x@51(bJ zVN`Gld83`L&bBmF%IKMnjaEvHWmiwUnijlNwqA?Y0)kxGC=gPG;@I$=da~T z@*3_hgt-mVmN|p?=z?0Z6_y*PVy9Qx?ub#n6{8|o*QZ3nk+G~FPJ;+67X8m@>crA{ zUeohlm3DHBCpa3Q%a$br9bhry2Br^u#H)iDw#$@?i`Pf>H1c0LsBLR(-81 z7wouO+!=XBlw)Q45FfLXT0^a@rJQhabjsE-8h5RO;XC=;KPB74d#t(^7LscGYbN$r z$9>*{J_*}lfV?e?o}bQr04-(gF#G|1CbZJ5EZ;^LYlvE}3|u=rQZ>2A6csIB%bun; zZP0UJr>?o;Wop7vLr*gPS)V;L)nLA}3-6Hth64Y6GkI_Po`-KjgTLQo&z#fQSLc1{ z`FHWO%FZlN8&uu<-DHJtPVj4E*~ic-Q6erN*^1E`&{+SBNh)C#uTObVjguCnL;b6ov)5zl5d#_~;p# z+w#VY{KfHEg?-Vaj2-b>lY_yIQyxa`{>e_LqO!vOC$t)P=;w zP`joGE7plz>Ce@uqst(FbMJHLtBm>HZ7q;(D!hT~>{b-WTAcdG=|moL@0r} z%Q6d)3h8<-s6=-4!Mdi#+HUoE(lc$4Z@ZrC>h zfos^Tj7}Fr`$jQHL&lYtT{y0OpL0qK>`UnfggbgnPLjD$jtF;bQ_5)dsjVe<e@)T=6&2mxo*W9I04exiK!gFf~}XYsakw#O?zyE?!>dgj8pI_2R?EpSJr zMmEih#&Jg`xcF9)>7magMXjzGdE9o8!sUUd>}~u6X>vF9Q3>vZyT4q!jip}^9IZI^ zC?84MzT({9W%_lbKUSG_^~s4E!Ij6t^Sj@9dzG9*w~?=7PEXA$h(5BUyG7+bES;Rm zo=0`i0Ptp+%PwPn*vg}J+!Y2nBh0~(leL9x&Wi3ap%%&_QOuIwct#GyOPi7*8A)+o! zrb4>zTJPKhY&p&i@D08fay|b_Gyi=7Kb!wpSYl)Jt5Pm5_CZhYf;M3lNh=!NvQsY# zrH9ncXP?x&sebXDjdntn==iXwMF6;5er`=A!lsYTU0l{)MUPGLtp!KURdSQ)3v4Aj z{#-XM>@6zCf}MVaumm;Uz@zIoQ6rHN7Xv9p2gV$aqLV*KEN z;JoSa3%$tpUvKMp3!k~wnZDX1bFkRmukQk-g;i*e6O4n+c~Tg}U>s(2V&s*=0JX)QJ>dYwu54%S{?q==mso?#&emTH9bEa6%#&43PUS1bxsBpIj z#2;c0#)`jOSj;&rF8DnC!yPVt@#3Z1r_eG_^osA~Y#TfHVsO;xp1M@ZEX9JOxSM*S zNBr)4PRCJc@+~+dU}mD;magO%NDcMgN_Y1{{rXs&>)=?B?_k)K$vkrt170ez+feZM z=<%fNFsTXcX7=lS*H2cFQQ0=ZIvR6bY6^IqCyyBGJtJ6`ZSo$SZh}rq;KAfc-JJ(w zZN=fg;?!zQM&cVx8=eGG5AzJEQ`?lW&vd@~(xF`(-=-q{$!aU>bA)M<%{U7Cb?qdj zu1y+R#>H~={{E7K&xopc=L(qe`n~a_tIweexbB2|>o#8wrlzkb$G-MC{@_4ai}#<5?N{YORbDi(22fI0dP>lLPs zw(5T#_Id%X?WXz{h}oBT$4H{le1dwS@3$J%<`83PJ{LY32p`nhM}zTi2{lz_f-Wuiu1xv zW*7V<%d=-*Wk1<181Py;DRw*G@)39Mj!?Q*Uy4tMwdAhx4|`|ioIoY0{g!hs6PuVK ztG8);`_MKB$Wv3V+H+K_ma3^q_sz(&!&J-i3n^98X5LWAY8Le#P(aGQ5&gV*E92fB z@e@XgIEHF|a`NY1xq1+iz+R(#dNqo}lC z$hMU5yg;P#4$D-@sq)~iH*>y^B+-s%lrvB5e&rI1FDVJOKJs|IC=onMHR}GIPTUh`oQl49gNKwdeHZ#M4T+%tu|W+<~Q(t>v_g z?1_LwmH77fh2;j*7i6O3^6}CW9xVAV_0%i6fCg5c(=^4;bKLOo8Itq|C2)PA@c)e zWnSK8_YE4U4DJN)sHQ!)8K|2Lev!v17AsF#zR+1%;B}Z?(35-SWtZ+(ci8av=70vC zu!mX%f4uUgO(XG(KIexV2Yz*N^?J!DvpF|>zOMKwb}oYOJ`_}V*;t80z7{BKkn3Y- z`|(-(@NC9nyGZ(_qYOem z8^>4HBrj3H^r#9d6udIdT`@Az9o`3ef8EbQ3!=ExzvcYD~Lf*9lB;wK+d zsf%R>jFdIUpQgNwOCVcak-Bm|Qs&y=+D!b_>mMev4J&A5Izbw9Q>L_RmY0@@H4nz3>;^=I_v^@&il{q^h^;Fo=S}j_;CxZ4^H^AIJl(Z@LBXv*1&pZL3y~KZX&}y zO{)lpL}^Rd3P*NUS*;XM<8QlHUQFDas%1PY z{$Tp8*@1|b7q}+*a^m!I8tGP- zPLtkkNSfNI$3OYN!aG9cPEI|BPve-O)MB^hT}cWM-v^(zmLQgBKTcFd`$-g-P~1ks zn=TfnFLK5xvCEZy*gEYqkZs-}yxY|i(P)X7hvn07@ugwb>EzqGonM>SDeJw1bOy+&gh@N$JyZ#qb3Fu26sc=)s! zF3@VUJ^|d@__nO1mt^y^t#88dFt2YSK88b#fpx~hV@GPwKY-HxyTcomK2tSKe4^rq z+#KKe;nhlw9J$pNB##I8hDOfBRQiAhS#7QG*tUeno>(!n#!0G8jxLj1pVpPkHFFS6 z4OaSPi{cOYJDtyWJ39_5o?&dcZ1lJ@CN}L+iX9wG{3iC0&Jh24;$7e5h4m8L1b0^G zevx{gKuVD7JJ$>R6h@BuqUQ_k*Jz9jgG@6jR~095Kfde-e5=%mewZ@Rud#iu{>FoM zdZ!2@;?)B5v&5?-W zfG=0)CBQzCQaQmI?W|E ze^*Ki{4`&$dae0@rP438qXWI~jqL?v=WCPV)p8^q*RSiu=Z|6!uWI^P1Si}q$SS$+ zm-k_?LTIk?&9~yxrE#Q-QW))dd+=zs^QU|`z|K5 znW=^o!s>Fj4eJ-PBRHPN&dxII$8qm4Bj?Amk+>~&)f@IP07pm zPnqltNbI&uXcA<61ekGzTU2Sh4HsrSGxmWyyLrh|DH>+-aNuTCbWfbpqp#YhS1!Hd zLUPJ_`c}w|yvm*&lQ1(%E=Y;M;Sw0f$b~>OAMn=~pEDo*?_Y2@ zGz>)~17HA}R0ab`WhgkY3=2bIaew-Q0Z1g~zk1;R0s|-{8vCar0HClqIFSqs!=Q+R zzyKHqL8J$zha)Zy3kP7ZKlDHVlE6p;Lw~)+A^%VW04yAi!4Sz{P=bFtg#4iqBnV>R zC?rvWFaU={qQE~LLb+gZ#MQw8G@LjH90HM84-3b_iGo0XhbE;24#Oe;rUd+(cPs)1 zBQb_!;KcC55irug2n6PDhkyHnW01rZ18@u$L*x$xun07o#2AalkW`F=SpE|&$QFkn z<`{uMlIS52SU53tSR}+JAH@GZyB~qX;E0EFcSEYa5M>oSQLr` z1tc6x(lbZ|97zH-3L^eb1fc;#U?DnxB$Xg=7-Cql=zl>0iGh!)arj$2cV#xLTZae5jQ#t{FkkVf|d%g zA{GOK6E`OG>4IcepddYxy?}vQlPEzn3?dnl{e}Pk;77x-D3Yu(Xf$zkXgJia#17%m z1|gDRF*uSPfJUHU|A_IMe;BmAi6Ml+VGsdC4k2R_KG8^M4G`%;#G#07p;ZPDql!U; zND_w_G|9yRFlgxP5Cy@Yalk(+`MpRW83}?I3;-tyj6tG)Cyn|C{8%gsOPnWS-5%|Z5|DJG2h9+hZl0jVm znIQCPKoFk_NQNO^LC}i`g#C*UjUlQ824G+aB3L0A5=#;ox;!K@=vI)*aOmF%LiPVW zxzJkz0T2g)@PZK=|Av96;=eK^>ILW@*d%ugdYZuhi18QxkPt~y9W>4;qG5q-k;I!F zGDRYYCKr;SiH8M};fU`RbUsiZ@uGuvE(%8sKMai_d4Iw%04XvUB#ABb@FM9C2!sF1 cSpFY==rx9eC3w!0E7GBnD0)G`%bHjI4<1!!g8%>k delta 8365 zcmZu%byQUA*OqRi1(c8!7-c%>Mmj`FkPs;;DM=3?Qc9O7pn!zZf*@T|f+D4~ARtJG zlpuWP-tTu^*O|*Yf6Urz@BQrk?0DZf!@Ca@Z~G|X6qS)8)Z&WnH?2G!TwRo`Ja6(| zP?CT{;V>8!hK0jn;3Ecw3WE=*r{!w%-zxDDmHB0j7@1A?tw!A&F79YOw z1;}|l=h-}$Z7Zp>t#1IKdAj14VMkP5^>ZIWd^pK6 zdCvI85w-gU;@ZkJH`v1 zV}%{2jmc>~J!^iH08s!S@&c64>Dx+3G#`W{dF{$sF9)1mV(Z`0dCeXxCn|ER$o+DY z@&+B-kv?%ycW`nWk0p zJo2K3K=FpzD}m_>eS1@Da!cvdfxO6G9ptzCG8ZZZH?+E!qTIcQPTFV#xv;Wt(R7x* zUi{|UlKhV2FSi|&9NO|;%-lo@9hw*b3v5Ik)*te;l3Zxbqc5?_mvQk|k`@hVGHCHW zQ8ABbRAeY7o#_rB?g?0~#(ZI0G@yANSe)N&#mQ7`^3%Yoz^bfTDsMcvGu%`fnKU-E z^D^hex)n>7kA7;*$dNrZG}8N2s^;Pdxp%Dmt|iT5hu!M_o%E!&l9K6)Ep! zE0eyfh%CUp>JGd}Ykcyivncibv`TC=?&8Bvn zJTJ~pyTZL+b_4*Fl6@5r9+Q((o0#j8_s)=3pCKi(G$uizv59*3xB(;-3jOyey~k2{ zUiqB7F751874Kw%u38cAPH?I;9p4j$)L)yjIeXT1WGiIVr!y=FrV^xR+!{)hkT_tQ zJE(cV21l-)w<-`kmu@Shs8Law@qxAtnx&SgnXk!qp?zRtuc^L_b`|IG&2viHV*S_N zTHSaZ&~vE3e!lV?S==d;LdT0$bdQBGe4*o3RSg~=Wxr1Djx%o@v(eB!mQ6`HcDcp>Wh>h2viR~=fSyP`#PepU*eiu)cuXIlN$*QfVC^^2$0 zN5}2MLP@JB!X$s4xw(GKeclSE@K$>9i-baq$`o*F;?A^H*wMX7^|ObtA|lxU9~&Ph zsUH%rTE;p(xvWAJ&$Ez8x2io-?zbmN;0=N6ibznhtMXgNGZ>OZ+{&t$nDRfna;Bc0 zv@sh|ZKrrM+fl+pwXXF&Wxb;-M zzR121AOJb0j+6^0v5~I#Kj3ziL#NYJ^t2P#MugU%qq*2rVtLVz2Bs+`{$yIYp2gs9 zN(rM#+6+Vvm6LAIL(=qU`F_N^yfClxMeqxBX>!|;N^)Oa*h{%(T@pv7KzmXx=%%H- zx(KUVktHrFG4`DvDtuP;mpyYkmASHb_Ij2C&`cM4DRkAB)z){rzT)!k)fo$v`ix3p zum=&wkCscJG>7#9Q^4gIYdyF=krB;?7RA9zS9FwIqy8M(nvB6cM?D%xW#V?eSiW^N5n+|zjtK#(b6i3&ajB2;dAR^ z%aEhx1W68&@gy>~r}qZpj^!D-FC=|fDdq_&l31Rp@0r>k)W?H}+n4T}ge8WLeP-dV ziDR@~wtW30N1E32XVBp()hx;>42ebNw{#%vu1nb35_!E#W&D$MlDqZKZ8tc#>nYxT zAt5_8c`9*x13MR2H^bMwb4Zdx%rY%=#B_ZAc$n`^q-(+j`l$7g;yJRQz3xL|3ceGH!_L? zjQQdrRGU2~!W;LL-PD*4RGTk|%s!iunNHO_GMRx2yqaYguAB_HeS7ir-uvMPoZWKd zC0{5;Lw4bf784t;aj}}4KBpb`*_w$2*y*>ea{ z5SZVX%$k;>Lk&p9sdBw+PHn42%h3*A2mDL5-*7~#Nk#G94{D;GZ@#iAS6d#GuPT^s zhAIeIdtxDWFpJJ{f4?nrs`8k_5ymC^Q0Z;kV1r`glZdz;d$MCuB+ahS_Vz;j!z9IT z4NvY~g3r)g4nAofY_Q8vHf@y}@jfXXTaP;i9(Ohc`RzB^zd0q?$}D?wOgfY;n+pUI z?H+#Zb8d^HVB}nXOLJR5zK22oJBmrGQkrv|Y+tJl)pl%=zVGX{G`!O%t!is4R>qJj zpNt7DVJ4|*p2S+SGG(Y-OzC_(=6uPJF%sp7@RpbuiFrC^`L6GMslD?H%^r>0w|;&` zb6qGMv(UNp++J)@m}gWvSF=E~{8I+Nel{?RzMko8T4l&Njkt#c$(<2&#*V3%gG&aj zIyjFqwq4I1^s8mq1*SHjAM~E{T>uXeO*^RHhOTN;%+%K);$xJqF@1v)e{~PaJ=sjK z-H2Z?Rs4oS+0$On^mU)o#Oq&uRxDZ>)}Y=mqB>K5Zsf#U06!Rck1P3o1dDC~9E*>; zmZ{xClW%5lHkgZkD)6eW%Kr&zH;v8m%PIAa&c$qf>l!N0|IBqA3_dqS#E2~Kw5CA% zcgjYyji0x2gqObU1LQ|DoSbw=R|jItq(tA4tsG%U>Ou7J zev-2q`=Xlun=41QL!D}j7+UotEPdznnIxY zYrh}eCnsg?-HuGuwScRVfF{|CotWP2HxTav{`{sOGh^osAz{uRg+prayyDTxwO40* zhB=M=5@bwXx|H@7RS$SvBYLdl#;E*@fu$d-rZktPdRNZ&r)^*SE16~yat;k53T>sH zp1Gv4Tr-xIpd?$@lC<>959W!fhh4+j@_U)*k1C!ORz82uaw0vTbn#*KIMPV70>Us z^t$Dmai|4-W2E$t6;#&pKHBC`>3N2vzqEKsTXJ*_f9j&S_Y?`x6t~A;O&kJ7e@;;qd+6tL8C)_E*6hz)dZNDkByq(dlCIVxbu#mqZPM{w zDe+47d5e%R^(mu+ZDPbLeXJnI`b{QWI?u6HX`o_emd|iPf3s+*+M{{(K9u^ZS}0D! zyrKfDJkR%;@1D_>A1yyRs!GNZ`jTkB@^hY$BBLxeVro_duV20n?7SZ9CA~J#w$`ge zlla|PoTs~+W0OfJ@{GJQ^Gi0?f>q(tpXe!QTNS;ZUR`~7j&A7l z;n@dUugUpw+5I;wNgMW^G*YTjH8SLL52(LimU2*m1l&0f`P54WJmxm|&=C+b?Q|=a zih^4Sv7qQQGF^VjkiCRYJ3Q>|I41Af%3U3G1*c5$!j@X`j{|n+5-VZ`&Q+9;T`SQy z)#AwT^^(T5h}$9ZZ=}N>1rz`fPUrZOfXYp?RQM=DKW+dS&yWCWxm`K1|^c32Sj`szjSO`FWhxt*o3HD&dhtql54Mr#jbyd8~^L1#r>F+3+8rzvTL;J2p*TfEAa5!>jHP)JcND-3h-75EU z;eFmh^bhFsqzpV z4prs7kz_L&A@I~+|H{2xk7K`vrD`YR&#G$hJIvooCF+4pq$+J^dxr?5BsqA7wO^1e z0g}eDaE2Vvdft#$GenU+J@?_B!Pr5=_SMV1tXU&SyvzD!6 zqrrc1{eo`MP)rkN%7sF+cGh4UuM(WDEgWqy-8~IU{P3XD3KMW++SRi9QK3#{>$IzO z;BxZ4oY??&(&f$W8ubIB=}Gg>E{Yp{S3gTN;B-H|0`g0u)>`_=f0dOI_k9fiRBp0g zL*x(c0aFrIK2uktGH)OeKkm@^?HN}q|?pZ!#bMz z%H2at<9(XgU7~7 zxVLg$%;8tOcXe$)#Cm#?M*=uEzW56`UJy4D4a^fpf)Z{)`*6 zyDs6oyV9NdVZU>ihn+{#$C9~=jKxjZH#70HQarF|GJ)H%>5z?Iup6fwG;2!ryI2%> z>d4+^%hya{*elVEMgDbXp0?`Gyz{+E#UbnA& z%q5!PPq~%OhKwMOqE2cJRNkIZ3(Oq8XvQZf!TGa$kU@xJ?X*G5#r1EnR`to<`&6diL5FK#0$&JQzPjP!6E zgj7^;2vs2N)?{_RbFY4^)6A@$^T;jb;mib41;%>g^fQ*H@`*W55PnESay*tMJCHCx?Df9mKWDI=nCjv zKh|miu$|K`++4Yh%ch>$UtXCGi#{+39LhE{DHeTwKNEl`eI;9?5%8K(;wxu5I!$_W zk|q^8%BMdv>Zql8b3mWRFb}?Dlh}yOsj?EMLhzn>c(Y@uH)({lLc17K+}|NOL?yav z3h4B$^s)KeNMc`VSCQvhU{0@V35;}eDldn~HWhWuz8CAX|AFI1>BsRop^+^(yPZ}@;p@k`l745kKfNyXiwacGE7Y;&-#A8PSGgKQ9S>o1H%6P7ChHpQz%-_LI1@=mE?CnzIaQm zo>ULrBB~~)fbw2Lp)tIvF)l=&0Pf%4?#&Z>T<$>`l=lMer>^o5(~c-b#W7vbXA3NF zkPT`UP!=V}*~B-MrY+~`#}i9r?!CuC_J*f^R8W3d8R52P%b)U0ximXmB@pAerp2Jq zzq7g$`DOK^ru<^a>FOTMwyE?E%L+!mfIFXhoLs+JjYq5c0ko|~E&6N!|dhFh9EH>+X+S%#McRuZg=U@z%d0w92_#*__ zlP>A|BSUK<#PCVkx*t}ZR}P1by;DC-HspkeSgGI8rBavEd6py+Bgaudo~#Kczxpgn zMDe~2-M}+0dpbaY?EaF76zfv%hCxC8$NZP_i&t_&RM;BGvMMO6%s(VGSKYfPpF)ij ztSw0?xye#$qEecAja2-L`5Jb%z}U*>ete*{P4AJ^lyZ(&cR0siA1V8wI^;7$^x<7E z7@mF1eF+FJoOX9S%H_nNehfY`Q&fpo@O_t*Q$fl(UjWO@@k`jYid0~w?w%+l=17sg zw$>IHIbQhM1vnVk_Si~h7mh^ORL5~5K@t=k zmYOh5Bn)79!M8O~D6b1I_1_1;K{Hs3<@6veASCV;_1Plzd?RuVBt_0{0}_<3MK+00EWR( zIMg4CP$>8^8H2@>!N36jbO`!GBVhOeV&NzxUVtzt4xA|9PlqrV7$H9Wa3~s%4*~~C zBm}|2@j$@W;DjZC!*Hm7N&@^-cPs)1BQS36kmo#;0T%(fj|=If$_odONT|mK^a*8e|J9uiNWDFAp!;F z{AZb5VvI2^&`V38Qi@6rMP8#^QvM8N|={?#FPGAs&;!tW0xSYrZP zu*QV8a2$S#0VEtoKtB?WCZG_DLJ_clgoD$K7a$S=M-ott!eH@a;DDi^V9 z2o#ba69f)}Pb(JvA1oj-Z~|sfFcd-Q&|rkWg9iS8>mhMS6n=9daab&VFjzE-U?HKP z7$kmxC~&6`+Ja&K2L69s6!0Hg4~4>k3;EB+#A0A@{KiC~(K!4Xqd+};88~zVdT1E( zZ?^v8|2O?;7#2kkH3p5w&khYo66}679E-qb5R1VP>;NfpcrelrNl z2pGg*pa=qBux0)Z8qEK8^E9#aJBy1 zAILu_MB|SW42mVVUV$Ec7 z7z{xO0z>_o-QSlha0~o9{ zh4^}C9PH2YzzB>610$pcgC;PBLoo#X0f&M;j0Xb#%K;3L`tuu+DisEep%xTW)=~LC D*&>a( diff --git a/slides/raw/00-intro.html b/slides/raw/00-intro.html index 2ce6401..0fd0bb2 100644 --- a/slides/raw/00-intro.html +++ b/slides/raw/00-intro.html @@ -12,7 +12,7 @@ class: center, middle, inverse, title-slide # Causal Inference in R: Introduction -### 2020-07-29 (updated: 2021-10-18) +### 2020-07-29 (updated: 2021-10-21) --- diff --git a/slides/raw/01-causal_modeling_whole_game.Rmd b/slides/raw/01-causal_modeling_whole_game.Rmd index 310d8dd..25c9573 100644 --- a/slides/raw/01-causal_modeling_whole_game.Rmd +++ b/slides/raw/01-causal_modeling_whole_game.Rmd @@ -1,7 +1,7 @@ --- title: "Causal Modeling in R: Whole Game" author: "Malcolm Barrett" -institute: "Teladoc Health" +institute: "Apple" date: "2021-09-01 (updated: `r Sys.Date()`)" output: xaringan::moon_reader: diff --git a/slides/raw/01-causal_modeling_whole_game.html b/slides/raw/01-causal_modeling_whole_game.html index 70c6440..121fe5c 100644 --- a/slides/raw/01-causal_modeling_whole_game.html +++ b/slides/raw/01-causal_modeling_whole_game.html @@ -14,8 +14,8 @@ # Causal Modeling in R: Whole Game ### Malcolm Barrett -### Teladoc Health -### 2021-09-01 (updated: 2021-10-18) +### Apple +### 2021-09-01 (updated: 2021-10-21) --- diff --git a/slides/raw/02-dags.Rmd b/slides/raw/02-dags.Rmd index fe6c94a..343d57a 100644 --- a/slides/raw/02-dags.Rmd +++ b/slides/raw/02-dags.Rmd @@ -1,7 +1,7 @@ --- title: "Causal Diagrams in R" author: "Malcolm Barrett" -institute: "Teladoc Health" +institute: "Apple" date: "2021-09-01 (updated: `r Sys.Date()`)" output: xaringan::moon_reader: diff --git a/slides/raw/02-dags.html b/slides/raw/02-dags.html index 184e4e8..1c61d0e 100644 --- a/slides/raw/02-dags.html +++ b/slides/raw/02-dags.html @@ -16,8 +16,8 @@ # Causal Diagrams in R ### Malcolm Barrett -### Teladoc Health -### 2021-09-01 (updated: 2021-10-18) +### Apple +### 2021-09-01 (updated: 2021-10-21) --- @@ -147,7 +147,7 @@ ### We're going to assume that coffee does not cause cancer, so there's no formula for that. But we still need to declare our causal question. Specify "coffee" as the exposure and "cancer" as the outcome (both in quotations marks). ### Plot the DAG using `ggdag()` -

+
05:00
@@ -228,7 +228,7 @@ ### Call `tidy_dagitty()` on `coffee_cancer_dag` to create a tidy DAG, then pass the results to `dag_paths()`. What's different about these data? ### Plot the open paths with `ggdag_paths()`. (Just give it `coffee_cancer_dag` rather than using `dag_paths()`; the quick plot function will do that for you.) Remember, since we assume there is *no* causal path from coffee to lung cancer, any open paths must be confounding pathways. -
+
05:00
@@ -315,7 +315,7 @@ #### Use `ggdag_adjustment_set()` to visualize the adjustment sets. Add the arguments `use_labels = "label"` and `text = FALSE`. #### Write an R formula for each adjustment set, as you might if you were fitting a model in `lm()` or `glm()` -
+
05:00
diff --git a/slides/raw/03-pscores.html b/slides/raw/03-pscores.html index 0becfdd..edef288 100644 --- a/slides/raw/03-pscores.html +++ b/slides/raw/03-pscores.html @@ -17,7 +17,7 @@ # Propensity Scores ### Lucy D’Agostino McGowan ### Wake Forest University -### 2021-09-01 (updated: 2021-10-18) +### 2021-09-01 (updated: 2021-10-21) --- @@ -168,7 +168,7 @@ ## Your turn -
+
10:00
diff --git a/slides/raw/04-using-pscores.html b/slides/raw/04-using-pscores.html index 22534d0..ab209b3 100644 --- a/slides/raw/04-using-pscores.html +++ b/slides/raw/04-using-pscores.html @@ -17,7 +17,7 @@ # Using Propensity Scores ### Lucy D’Agostino McGowan ### Wake Forest University -### 2021-09-01 (updated: 2021-10-18) +### 2021-09-01 (updated: 2021-10-21) --- @@ -367,7 +367,7 @@ ## Your Turn -
+
10:00
@@ -478,7 +478,7 @@ ## Your Turn -
+
10:00
diff --git a/slides/raw/05-pscore-diagnostics.html b/slides/raw/05-pscore-diagnostics.html index a38b7b1..374c228 100644 --- a/slides/raw/05-pscore-diagnostics.html +++ b/slides/raw/05-pscore-diagnostics.html @@ -4,10 +4,10 @@ Propensity Score Diagnostics - - - - + + + + @@ -17,7 +17,7 @@ # Propensity Score Diagnostics ### Lucy D’Agostino McGowan ### Wake Forest University -### 2021-09-01 (updated: 2021-10-20) +### 2021-09-01 (updated: 2021-10-21) --- @@ -255,7 +255,7 @@ ## Your turn 1 -
+
10:00
@@ -517,7 +517,7 @@ ## Your turn 2 -
+
10:00
@@ -566,12 +566,12 @@ --- -
+