Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: propensity-score
Minyus/causallift
CausalLift: Python package for causality-based Uplift Modeling in real-world business
Language: Python - Size: 5.8 MB - Last synced: 22 days ago - Pushed: about 1 year ago - Stars: 333 - Forks: 42
nhejazi/haldensify
:package: R/haldensify: Highly Adaptive Lasso Conditional Density Estimation
Language: R - Size: 5.17 MB - Last synced: about 2 months ago - Pushed: 4 months ago - Stars: 16 - Forks: 5
kaz-yos/multinomial-ps-trimming
Multinomial Propensity Score Trimming (Am J Epidemiol 2018)
Language: R - Size: 3.35 MB - Last synced: about 1 month ago - Pushed: over 5 years ago - Stars: 4 - Forks: 0
AlbertoCalore/MARMoT
This R package contains a function to apply MARMoT balancing technique, a function for computing the Deloof's approximation of the average rank (and also a parallelized version) and a function to compute the Absolute Standardized Bias.
Language: R - Size: 142 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0
ThorstenDoherr/ultimatch
counterfactual matching
Language: Stata - Size: 188 KB - Last synced: 8 months ago - Pushed: over 3 years ago - Stars: 4 - Forks: 3
ehsanx/PS-survey
Propensity scores in complex surveys
Language: JavaScript - Size: 4.29 MB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0
syedmfuad/causal_ml
Comparing effectiveness of the most common causal machine learning methods across various treatment effect, model complexities, data dimensions and sample sizes.
Language: R - Size: 515 KB - Last synced: 4 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0
databricks-industry-solutions/psm
How to use the Machine Learning Runtime and MLflow on top of a health Delta Lake to predict patient disease
Language: Python - Size: 60.5 KB - Last synced: 10 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 2
smn74/CIM_COVID-19
R code for the analyses conducted in Friedrich, S & Friede, T (2020). Causal inference methods for small non-randomized studies: Methods and an application in COVID-19. Submitted to Contemporary Clinical Trials.
Language: R - Size: 327 KB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0
jbryer/PSAgraphics
Propensity Score Analysis Graphics
Language: R - Size: 11.6 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 2 - Forks: 0
jbryer/PSAboot
Bootstrapping for Propensity Score Analysis
Language: R - Size: 20.3 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 11 - Forks: 3
ehsanx/TMLEworkshop
Targeted maximum likelihood estimation (TMLE) enables the integration of machine learning approaches in comparative effectiveness studies. It is a doubly robust method, making use of both the outcome model and propensity score model to generate an unbiased estimate as long as at least one of the models is correctly specified.
Language: HTML - Size: 21.8 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 6 - Forks: 2
ehsanx/SARGC-TIMethods
TI Methods Speaker Series in collaboration with the Student and Recent Graduate Committee (SARGC) of the Statistical Society of Canada.
Language: HTML - Size: 22.4 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 2 - Forks: 1
bgonzalezbustamante/quant-methods-elites
Quantitative Methods for Studying Elites: Demonstration for R
Language: R - Size: 731 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
ygeunkim/propensityml
R package for propensity score weighting using machine learning methods
Language: R - Size: 362 KB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0
Koukyosyumei/ML_from_Scratch
implement machine learning models from scratch
Language: Python - Size: 7.63 MB - Last synced: about 1 month ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0
ygeunkim/psweighting-ml
Causal inference project
Language: R - Size: 83.8 MB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0
ccubc/PSmatching
do the green drivers also drive longer? --- causal identification using the propensity score approach
Size: 223 KB - Last synced: 7 months ago - Pushed: over 5 years ago - Stars: 5 - Forks: 1
RayDebashree/POM-PS
POM-PS tests for genetic associations of secondary traits from case-control GWAS.
Language: R - Size: 186 KB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 1
ravichoudharyds/Causal_Inference Fork of MovieDataNinjas/IntroToDS
Causal Inference - Does Critic Ratings affect Movie's Revenue
Language: Jupyter Notebook - Size: 3.16 MB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0
the-Zian/ihdp_pscore_analysis
Propensity score assignment
Language: R - Size: 2.2 MB - Last synced: 11 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0
eriliawu/mdg-spending
my master's thesis project that studies the impact of UN MDG on US nonprofit industry spending
Language: Stata - Size: 629 KB - Last synced: 4 months ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0
