The PAP_template.Rmd contains the Pre analysis plan, power calculation and analysis scripts in R. We use python to process the raw dataset to perform exploratory analysis, data cleaning and create a dataset that is used for analysis by R. We have both the raw data (data/ALP 2021_ FD_Lucid.csv) and the processed data (data/hypothesis_test_df.csv) inside the folder data/.
The PAP_template.Rmd and PAP_template.html file contains code for power calculation and analysis. The MEMO document is at: https://docs.google.com/document/d/1mooNnXtfqHLJuJD4Cu9sE3hgQkm1VDm0PSiOFToOSNQ/edit?usp=sharing.
We attach project2_data_analysis.ipynb, project2_data_analysis.html and project2_data_analysis.py here for replication.