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PinnedShuangyuan (Sharon) WeiinTowards Data ScienceApply Matching Method in Causal Analysiswith a Real-World Example in PythonJun 24, 20211Jun 24, 20211
PinnedShuangyuan (Sharon) WeiinTowards Data ScienceApply Propensity Score Methods in Causal Inference — Part 1: StratificationWith an Example Implemented Step by Step in PythonJul 11, 20211Jul 11, 20211
PinnedShuangyuan (Sharon) WeiinTowards Data ScienceAnalyze Causal Effect using Diff-in-Diff ModelWith a Real-World ApplicationJun 1, 20211Jun 1, 20211
Shuangyuan (Sharon) WeiinTowards Data SciencePower Calculations with Simulationillustrated with examples in RJan 24, 2022Jan 24, 2022
Shuangyuan (Sharon) WeiinTowards Data ScienceApply Instrumental Variables Method in Causal AnalysisWith a focus on the experimentation illustrated by an exampleOct 26, 20211Oct 26, 20211
Shuangyuan (Sharon) WeiinTowards Data ScienceApply Propensity Score Method in Causal Inference — Part 2: K-Nearest Neighbor Matchingwith a Real-World Example in PythonJul 22, 20211Jul 22, 20211
Shuangyuan (Sharon) WeiinTowards Data ScienceTesting the Assumptions of Linear RegressionMay 28, 2021May 28, 2021
Shuangyuan (Sharon) WeiinGeek CultureAn Illustration of Survey Sampling and WeightingLet’s do a hypothetical survey project step by step!May 22, 2021May 22, 2021
Shuangyuan (Sharon) WeiinGeek 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
