AB and ANOVA-testing and SQL-requests
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Updated
Sep 10, 2019 - Jupyter Notebook
AB and ANOVA-testing and SQL-requests
An R project that investigates and visualizes the effect of sex and education on an individual's income level through the use of a full-factorial two-way ANOVA test and relevant post hoc significance tests conducted over a 2014 Pew Research Center dataset consisting of higher education attainment, gender, and income data.
Using data from the Professional Bowlers Association we analyze a dataset that includes the following bowlers from their list of 15 women bowlers: Stephanie Nation, Amanda Fagan, and Shannon O’Keefe. The dataset consist of 3 columns, Bowler, GameNum, Score.
Contains R scripts from ST 552
Hypothesis Testing and it's use in Machine Learning
A collection of ab testing case studies and methodologies
A general understanding of Statistics Basics, Different tests with Different Python Libraries
Performed graphical and numerical EDA, correlation and residual error analysis, log normalization
Hypothesis-Test in python
Anova
Complete mathematical and statistical analysis of linear regression model
Statistical Modelling of Swine Flu Outbreak Data
This project concerns with Drug Analysis using ANOVA and Principal Component Analysis on College Admissions data
Using R language to gain an understanding of statistics and hypothesis testing to analyze a series of datasets from the automotive industry.
Python library for Design and Analysis of Experiments
Exploring 'Data Science'
This code made in R was made in order to teach Applied Econometrics.
Identify best tweeting practices by hospitals in Illinois during COVID-19. Also find factors affecting popularity of a tweet.
Hypothesis Testing using R language
Why data analysis? , How to understand the problem, what to do for data analysis, and how clean the data for building Machine Learning models
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