Statistical package in Python based on Pandas
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Updated
Apr 5, 2026 - Python
Statistical package in Python based on Pandas
🐉 Compute and work with indices of effect size and standardized parameters
Effect size calculator within a number of contexts
Helpful plotting and Pandas patterns
Hypothesis Testing and SQL queries on the North Wind Traders database
LLM Agent · SCA 安全约束 · 跨域故障诊断自主探索
Collaborative Online International Learning (COIL) module evaluation using t-test and Cohen's d effect size
Exploratory data analysis and statistical modeling on the UCI Wine Quality dataset
This project focused on measuring the magnitude of differences between groups in experimental or observational data. While statistical significance tells whether a difference exists, effect size shows how big or meaningful that difference is.
Methods for extracting device data and Data analysis with Shapiro-Wilk, Paired T Test + Cohen's D, Wilcoxon + Rank bisserial Correlation.
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