Major rivers (nivaa 1a+2a+3a) overlapping with fluvial and glacial deposits

This Chapter is based on Chapter 4 as developed by Harrington and Vu. Published only for illustration purposes

This project presents a comprehensive implementation of multiple linear regression analysis using R. The analysis includes manual computation of regression coefficients using matrix algebra, followed by validation with built-in R functions. Statistical tests such as F-test, t-test, coefficient of determination (R²), and classical assumption tests (normality, heteroskedasticity, autocorrelation, and multicollinearity) are conducted. The objective is to evaluate the influence of independent variables on academic performance while ensuring model validity and reliability.

Kayıp Veri - Ders 1