reference-keys.txt

preamble
intro
plot-using-base-r
ggplot2
histogram
bar-plot
pie-chart
scatter-plot
arrange-plot-in-grids
line-plot
facet-wrap
polygons
gantt-chart
heatmap
ggplot2-extra
alluvial-and-sankey-diagram
survival-plot
ggraph-and-tidygraph
ggparty-decision-tree
ggroc--roc-curve
map
thematic-map
tmap
voronoi
ggwordcloud
gganimate
ggneuro
plotly
scatter-plot-1
bar-plot-1
heatmap-1
map-1
data-wrangling
data
vector-arrays-matrix
vector-and-list
matrix-and-arrays
apply-lapply-sapply
apply
lapply
sapply
tapply
simple-function
for-loop
data-storage
data-frame
excel-data
date-and-time
foreign-data
json-format
dicom-and-nifti-format
tidy-data
factors
multiple-files
pivot
regular-expressions
base-r
stringr
pdf-to-xcel
scanned-text-or-picture
web-scraping
manipulating-medical-images
manipulating-array-of-medical-images
math-operations
average
tar-file
image-registration
statistics
univariable-analyses
parametric-tests
non-parametric-tests
regression
brief-review-of-matrix
linear-least-square-regression
logistic-regression
discrimination-and-calibration
measuring-improvement-in-regression-models
shapley-value
interaction
propensity-matching
special-types-of-regression
ordinal-regression
survival-analysis
quantile-regression
non-negative-regression
poisson-regression
conditional-logistic-regression
multinomial-modelling
sample-size-estimation
proportion
non-inferiority
logistic-regression-1
survival-studies
multiple-regression
interpreting-clinical-trials
metaanalysis
prisma
conversion-of-mean-and-median
inconsistency-i2
metaanalysis-of-proportion
bivariate-metaanalysis
metaanalysis-of-clinical-trial.
metaregression
summary-positive-and-negative-likelihood-ratio
data-simulation
multivariate-analysis
multivariate-regression
penalised-regression
mars
mixed-modelling
random-intercept-model
random-slope-model
trajectory-modelling
principal-component-analysis
independent-component-analysis
partial-least-squares
machine-learning
decision-tree-analysis
information-theory-driven
conditional-decision-tree
criticisms-of-decision-tree
random-forest
gradient-boost-machine
extreme-gradient-boost-machine
knn
support-vector-machine
non-negative-matrix-factorisation
formal-concept-analysis
evolutionary-algorithm
simulated-annealing
genetic-algorithm
manifold-learning
t-stochastic-neighbourhood-embedding
self-organising-map
deep-learning
multiplayer-perceptron
cnn
rnn
reinforcement-learning
machine-learning-part-2
bag-of-words
tfidf
extracting-data-from-web
wordcloud
bigram-analysis
trigram
topic-modeling-or-thematic-analysis
probabilistic-topic-model
nmf
bayesian-analysis
baysian-belief
conditional-probability
bayes-rule
conditional-independence
markov-model
inla-stan-and-bugs
bayesian-metaanalysis
cost
operational-research
discrete-event-simulations
linear-programming
plots
forecasting
bed-requirement
length-of-stay
customer-churns
process-mapping
supply-chains
health-economics
cost-1
graph-theory
special-graphs
laplacian-matrix
bimodal-bipartite-graph
centrality-measures
local-centrality-measures
global-centrality-measures
page-rank
community
visualising-graph
visnetwork
large-graph
social-media-and-network-analysis
twitter
youtube
geospatial-analysis
geocoding
sp-and-sf-objects
thematic-map-1
spatial-regression
spatio-temporal-regression
app
brief-introduction-to-shiny-app
appendix
brief-introduction-to-matrix
regression-1
linear-regression
leasts-squares
collinearity
weighted-least-squares
logistic-regression-2
ice
use-the-same-random-number-seed-as-the-rfe-process
so-that-the-same-cv-folds-are-used-for-the-external
resampling.
survival-analysis-using-random-forest
mixed-model
linear-regression-1
logistic-regression-3
calculate-distance-to-hospital-openstreetmap
new-york-covid-19-mortality
danish-stroke-registry
inla
stan
machine-learning-1
openstreetmap
google-maps-api
tab:nice-tab
tab:nice-tab2
nnt-from-arr
nnt-from-odds-ratio
nnt-from-hazard-ratio
nnt-from-metaananlysis
combining-arrays
math-operation
rescaling
labelling-aal-atlas
add-text
add-text-1
multivariate-analysis-1
generalized-estimating-equation-gee
causal-inference
queueing-theory
simulate-capacity-of-system
queuing-network
math-operation-on-multidimensional-array
math-operation-on-list
functional
mapply
vectorising-nifti-object
mni-template
aal-atlas
eve-template