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Parametric Statistical Models

This repository contains analytical exercises on the practical application of parametric statistical models in the R programming language. Each exercise is saved as an R Markdown document.

Analysis methods included

  • linear models
  • generalized linear models
  • logit and probit models

Used technology

Used libraries

library("car")
library("ggplot2")
library("lmtest")
library("pscl")
library("pROC")

How to view?

The preferred preview file is .html, but GitHub does not support previewing these files, so a simplified .md file is also included. Each folder in the repository has a README.md file containing a simplified preview of each analysis so that they are visible immediately after opening the folder. Unfortunately, interactive features are not visible in the .md preview. To view the full interactive R Markdown document, download the .html file.