Statistical Data Analysis-STAT 412 Lab Notes
This repository includes lab notes of STAT 412 lecture in the Department of Statistics at Middle East Technical University.
Lecture Notes will be uploaded soon.
Content
Exploratory Data Analysis
Please click to open the folder.
Data Cleaning
Linear Regression
Lasso-Ridge Regression
Categorical Data Analysis and Transformation
Logistic Regression
Dimension Reduction
Gradient Descent Algorithm
Artificial Neural Network
Support Vector Machine
Homework 1
Please click to download the first homework.