Pairwise comparison tests for one-way designs 🔬📝

A python 3 program using pandas for ANOVA

Continuation to Data Analysis using more mathematical approach.

We test the association between different variables in a penguin species dataset. The techniques used are ANOVA testing and regression analysis.

Analyzing MechaCar production data with R in order to troubleshoot issues that are blocking AutoRUs' manufacturing process.

The project involved drawing inferences from 2 case studies, namely - Salary Analysis, College Admissions Data. The concepts of Exploratory Data Analysis, Analysis of Variance, and Principal Component Analysis are used to draw inferences from these case studies.

This project aims to provide suggestions to increase profit on Adidas products across USA. ANOVA was used to check statistical significance.

Statistical Analysis of Insurance premium data

Gain hands-on experience with ANOVA analysis, understanding its assumptions, and applying it to real-world datasets to understand differences among group means.

This repository provides concise estimation methodologies for parameters in Uni-Hypothesis ANOVA across various scenarios.

Two Way Independent ANOVA

Regression and Multivariate Data Analysis

Anova and regression problems

COVID19 climate impact - Project for Data Science course @ Poznan University of Technology, Institute of Robotics and Machine Intelligence

This project uses R for a statistical analysis of car data to predict performance using multiple metrics

This repository contains my assignment solutions for the Statistical Data Analysis.

Machine learning for customer segmentation