Simulation and Modeling topics for lab.

Helper R scripts for multiple PERMANOVA tests, AICc script for PERMANOVA, etc.

A F&B manager wants to determine whether there is any significant difference in the diameter of the cutlet between two units. A randomly selected sample of cutlets was collected from both units and measured? Analyze the data and draw inferences at 5% significance level. Please state the assumptions and tests that you carried out to check validit…

This repository contains introductory notebooks for basic hypothesis testing problems.

🎓 Tidy categorical tools for academics

A Post Hoc Analysis For Pearson's Chi-Squared Test For Count Data

Arknights Headhunting Distribution Analysis.

Data Wrangling and Data Storytelling

Conduct a 5-way AB Test on Montana State University Library's website, comparing the original "Interact" button with new versions ("Learn," "Help," "Connect," "Services") to boost user engagement.

Mining clickstream data to predict if a visitor will view another page or leave the website.

Hypothesis Testing and it's use in Machine Learning

Hypothesis Testing

Collection of Jupyter Notebooks covering fundamental concepts such as hypothesis testing, statistical power, and various tests for one or two samples, as well as variance. Most functions and test are written from scratch for educational purposes.

Hypothesis testing on datasets

Exploratory Data Analysis of Resume Names Dataset using R visualization packages

Implementation of Statistical Inference Concepts for learners.

Resources for the book "Chi-Squared Data Analysis and Model Testing for Beginners" by Carey Witkov and Keith Zengel, Oxford University Press, 2019.

Applied Statistics used for Machine Learning problems

Here i have taken an example of a school called as ABN Public School.In this we performed chi square test of independence to determine whether the variables 'gender' and 'student motivation' are independent of each other or not.