sdshwetadixit's Stars
CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
pymc-devs/pymc
Bayesian Modeling and Probabilistic Programming in Python
AllenDowney/ThinkStats2
Text and supporting code for Think Stats, 2nd Edition
AllenDowney/ThinkBayes2
Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
AllenDowney/ThinkBayes
Code repository for Think Bayes.
pymc-labs/pymc-marketing
Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.
oscarbaruffa/BigBookofR
The biggest collection of R books (and maybe later some other resources too)
asjadnaqvi/DiD
Keeping track of what is going on with the latest DiD innovations.
avehtari/ROS-Examples
Regression and other stories R examples
AllenDowney/BiteSizeBayes
An introduction to Bayesian statistics using Python and (coming soon) R.
stan-dev/projpred
Projection predictive variable selection
SilentSpringInstitute/RNHANES
R package for accessing and analyzing CDC NHANES data
sejdemyr/ecls
Processing data from the Early Childhood Longitudinal Study (ECLS)
mrc-ide/malariasimulation
The malaria model
ccubc/PSmatching
do the green drivers also drive longer? --- causal identification using the propensity score approach
ehsanx/EpiMethods
A unique open textbook to teach the nuances of applying advanced epidemiological methods using real data.
ImperialCollegeLondon/ReCoDE_IDMS
kaz-yos/multinomial-ps-trimming
Multinomial Propensity Score Trimming (Am J Epidemiol 2018)
mrc-ide/priority-pathogens
https://mrc-ide.github.io/priority-pathogens/
ehsanx/SARGC-TIMethods
TI Methods Speaker Series in collaboration with the Student and Recent Graduate Committee (SARGC) of the Statistical Society of Canada.
jbryer/PSAgraphics
Propensity Score Analysis Graphics
katehu/addhazard
Fitting the additive hazards model to case-cohort data in R
AllenDowney/rethinking
Statistical Rethinking course and book package
katehu/COVID-PM-STZINB
mrc-ide/mcstate2
CausalInference/bariatric
Analytic code for bariatric analysis including synthetic data
ehsanx/into2ML
A very basic introduction to machine learning.
evamtanner/child_growth_modeling
Nonlinear Model to Characterize Child Growth Trajectories
qkrcks0218/ClusterEff
qkrcks0218/UDiDEpi