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New R Package TheseusPlot: Visualizing Decomposition of Differences in Rate Metrics
R
In data analysis, when a metric differs between two groups, we sometimes want to investigate whether a particular subgroup is driving that difference. For example, when a…
Aug 30, 2025
Koji Makiyama
New R Package deltatest: Statistical Hypothesis Testing Using the Delta Method for Online A/B Testing
R
In online A/B testing, we often face a significant practical challenge: the randomization unit differs from the analysis unit. Typically, control and treatment groups are…
Mar 15, 2025
Koji Makiyama
MLE Adjustment for High-Dimensional Logistic Regression
R
The maximum likelihood estimator (MLE) of the logistic regression model is not an unbiased estimator. Therefore, estimates calculated with
glm()
contain bias. Since the MLE…
Nov 8, 2024
Koji Makiyama
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