Variable Importance Plots (VIPs)
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Updated
Oct 30, 2023 - R
Variable Importance Plots (VIPs)
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A library for calculating penetrance tables of any bivariate epistasis model.
A simple shiny app for examining interaction effects
Determine the effectiveness of advertising activities on sales
An R package for estimating interaction effects in structural equation modeling (SEM), and lavaan.
Investigate various factor affecting the housing price in Milwaukee, Wisconsin using data visualization and modeling techniques
Evaluate the Buy Online Pick-up in Store (BOPS) strategy with a real-world dataset
It is a method that allows analyzing the differences among group means in a given sample. ANOVA is a collection of statistical models and their associated estimation procedures like variation within and between groups. It is used to study the modification of mþ as the average of the studied phenomenon Y (quantitative/continuous/dependent variabl…
R Shiny App to determine the factors that are most influential in patients’ survival of CHD. I created a Logistic Regression model in R using RStudio to predict the survival of CHD patients. Retrieved the data from the PHIS database using SQL & built tableau dashboards. The model predicted the survival of CHD with an AUC of over .90 and indicate…
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