Analysis of Airbnb Pricing in New York City
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Updated
Dec 11, 2021 - Jupyter Notebook
Analysis of Airbnb Pricing in New York City
Comparison of different methods for adjusting for confounding in a Cox regression using simulated data in stata
Propensity score analyses of IHDP data for new Gelman, Hill, Vehtari text
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.
Propensity scores in complex surveys
use datasets of Cattaneo (2010) to perform PSM in stata
In this project, the causal effect of working overtime on attrition for a sample of IBM employees has been analyzed
Inverse probability weighting for non-binary exposures. Simple example in Excel and SAS.
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.
Tutorials illustrating the use of baseline information to conduct more efficient randomized trials
TI Methods Speaker Series in collaboration with the Student and Recent Graduate Committee (SARGC) of the Statistical Society of Canada.
IPW- and CBPS-type propensity score reweighting, with various extensions (Stata package)
Machine Learning (Python)
A list of resources to learn programming in SAS
Simulation scripts for matching weights in three-group studies (Epidemiology 2017)
R package for fast and easy doubly robust estimation of treatments effects
Rolling Entry Matching R Package
R package for estimating balancing weights using optimization
Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data
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