PinnedPublished inTDS ArchiveHow to Use Backdoor Criterion to Select Control VariablesIllustrated through Simulated Experiments in RJan 9, 20241Jan 9, 20241
PinnedPublished inTDS ArchiveApply Matching Method in Causal Analysiswith a Real-World Example in PythonJun 24, 20211Jun 24, 20211
PinnedPublished inTDS ArchiveApply Propensity Score Methods in Causal Inference — Part 1: StratificationWith an Example Implemented Step by Step in PythonJul 11, 20211Jul 11, 20211
PinnedPublished inTDS ArchiveAnalyze Causal Effect using Diff-in-Diff ModelWith a Real-World ApplicationJun 1, 20211Jun 1, 20211
Published inTDS ArchivePower Calculations with Simulationillustrated with examples in RJan 24, 2022Jan 24, 2022
Published inTDS ArchiveApply Instrumental Variables Method in Causal AnalysisWith a focus on the experimentation illustrated by an exampleOct 26, 20211Oct 26, 20211
Published inTDS ArchiveApply Propensity Score Method in Causal Inference — Part 2: K-Nearest Neighbor Matchingwith a Real-World Example in PythonJul 22, 20211Jul 22, 20211
Published inGeek CultureAn Illustration of Survey Sampling and WeightingLet’s do a hypothetical survey project step by step!May 22, 2021May 22, 2021
Published inGeek CultureAnalyze the Effect of Randomized Experiment using the Tennessee STAR ExperimentAnalyze the causal effect of class size using linear regression in PythonMay 15, 2021May 15, 2021
