Ehsan's Software and WebApps

Shiny WebApps

Visualization

Sample Size calculator

Teaching by example

  1. Marginal structural models (2 time-points, binary outcome) visual demo
  2. Marginal structural models (2 time-points) visual demo
  3. Inverse probability weights visual demo
  4. Propensity scores visual demo

Stata

Simulation algorithm

R

Simulation algorithm

Analysis tool for Causal inference

Complex Survey Data Analysis

RMarkdown

Kaggle Kernel R Notebooks

  1. Accessing NHANES Data Directly from CDC website
  2. NHANES Complex Survey Data Analysis
  3. NHANES data regression summary
  4. Propensity score matching on NHANES

Python

Notebooks

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Web-tutorials