GitHub topics: instrumental-variable
bashtage/linearmodels
Additional linear models including instrumental variable and panel data models that are missing from statsmodels.
Language: Python - Size: 142 MB - Last synced at: about 22 hours ago - Pushed at: about 1 month ago - Stars: 983 - Forks: 183
sangyunlee-education/SSC-Breastfeeding-IV
IV analysis assessing the causal effect of immediate skin-to-skin contact on exclusive breastfeeding in R.
Language: R - Size: 27.3 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0
remlapmot/bpbounds
R package implementing nonparametric bounds for the ACE due to Balke and Pearl, JASA, 1997
Language: R - Size: 5.86 MB - Last synced at: 16 days ago - Pushed at: 22 days ago - Stars: 0 - Forks: 1
remlapmot/OneSampleMR
R package of useful functions for one-sample Mendelian randomization and instrumental variable analyses
Language: R - Size: 8.38 MB - Last synced at: 16 days ago - Pushed at: 28 days ago - Stars: 19 - Forks: 2
apoorvalal/ivDiag
IV diagnostics package accompanying Lal, Lockhart, Xu, and Zu (2023).
Language: R - Size: 2.75 MB - Last synced at: 16 days ago - Pushed at: 10 months ago - Stars: 7 - Forks: 4
fbargaglistoffi/BCF-IV
Package for heterogeneous causal effects in the presence of imperfect compliance (e.g., instrumental variables, fuzzy regression discontinuity designs)
Language: R - Size: 1.45 MB - Last synced at: 17 days ago - Pushed at: about 1 year ago - Stars: 16 - Forks: 4
remlapmot/ivonesamplemr
Stata package for one-sample Mendelian randomization / instrumental variable analyses
Language: Stata - Size: 3.37 MB - Last synced at: 17 days ago - Pushed at: 9 months ago - Stars: 2 - Forks: 1
DSsoli/esa-2scm
ESA-2SCM for Causal Discovery: Causal Modeling with Elastic Segmentation-based Synthetic Instrumental Variable
Language: Python - Size: 585 KB - Last synced at: 15 days ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
statalasso/pdslasso
PDSLASSO: Stata module for post-selection and post-regularization OLS or IV estimation and inference
Language: Stata - Size: 1.14 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 5 - Forks: 2
raos-projects/causal-inference-workshop-2024
Lecture slides, video recordings, and coding exercises from the 2024 Northwestern University Causal Inference Workshop. This repository is not affiliated with Northwestern University or the workshop.
Language: Stata - Size: 120 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0
mboissel/MR_training
Starter Pack About Mendelian Randomization. My Feedback about MR traning followed in 2020.
Language: HTML - Size: 71.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0
a-torgovitsky/ivcrc
A Stata module for an instrumental variables correlated random coefficients estimator.
Language: Stata - Size: 213 KB - Last synced at: 9 months ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 3
ileanamarroquin/latin-america-remittances-iv-model
The context of this repo is sharing the empiric work presented as my MPA thesis on July 2023. The research is title is: "Remittances vs Public Finance Capacity. Impact Assessment in Reducing Income Inequality in Latin America: A Quasi-Experimental Analysis"
Language: R - Size: 4.6 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
jhartford/DeepIV
Implementation of Deep IV: A Flexible Approach for Counterfactual Prediction
Language: Python - Size: 63.5 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 144 - Forks: 50
youjin1207/survivalIV
Code/Data/Figure for "Nonparametric Instrumental Variable Estimator for Survival Outcomes"
Language: R - Size: 138 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0
youjin1207/EvidenceIV
Codes for "Evidence Factors from Multiple, Possibly Invalid, Instrumental Variables"
Language: R - Size: 721 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
chunlinli/grivet
Graphical Instrumental Variable Estimation and Testing
Language: R - Size: 10.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0
alinacherkas/MA-Thesis 📦
Replication files for the MA Thesis submitted to Central European University in a.y. 2019/2020
Language: HTML - Size: 13.5 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 1
mochenyang/EnsembleIV
Code for ForestIV
Language: R - Size: 757 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 2
nathaliemayor/Causal_Econometrics
Causal Econometrics (M.A. course at UNISG, Python code)
Language: Python - Size: 708 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 3
ulaseraslan/Econometrics
Sabanci University ECON 301 (Econometrics) Problem Set Solutions & Stata Analysis
Language: Stata - Size: 3.24 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 1
jfosea/rsisVIVE
This is an R package I developed to estimate the causal effect of an exposure on an outcome when there's invalid instruments and large proportions of contamination.
Language: R - Size: 4.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
jonathanold/networks-in-conflict
Replication of Networks in Conflict Econometrica Paper
Language: Stata - Size: 149 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
LouisSirugue/Nonparametric-IV_Replication-of-Horowitz-2011
Replication and simulations on "Applied Nonparametric Instrumental Variables Estimation" by Horowitz (2011) using R
Language: HTML - Size: 479 KB - Last synced at: 7 months ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0
chunlinli/intdag
Estimation and inference of a directed acyclic graph with unspecified interventions.
Language: R - Size: 80.1 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 1
pgesteirads/Trab3_IV
Trabalho 3 de microeconometria
Language: R - Size: 427 KB - Last synced at: 8 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
beniaminogreen/cragg
Test for weak IV instruments in R.
Language: R - Size: 992 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
