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itsapara

Irene Tsapara

Recently Published

Data Preparation for Regression Modeling with PCA
In this version, we also perform a verification of the selected features ( correlation ) with a PCA and we reconsider our decision after this comparison.
Correlation, Regression, and Diagnostic Analysis
This R Markdown report simulates a data set in which ExamScore is positively associated with HoursStudied. It then examines the relationship using a Pearson correlation test, a simple linear regression model, and a set of diagnostic plots.
Bootstraping
MLR Example on Housing
Multinomial Example
Logistic Regression
CIs and HTs
Continuous Distributions
Non Parametric Test Example
DDS 8521