Data Science- Hypothesis Testing Using Minitab and R

Introduction to Hypothesis Testing, Performing Parametric and non parametric tests, Analysis of Variance

Ratings 4.11 / 5.00

Data Science- Hypothesis Testing Using Minitab and R

What You Will Learn!

Formulate Null and alternative hypothesis statement; perform Hypothesis testing techniques for various output and input types; Have an understating of "Analysis of Variance"

Description

Data Science - Hypothesis Testing using Minitab, R is designed to cover majority of the capabilities from Analytics & Data Science perspective, which includes the following:

Learn how to formulate a hypothesis statements with business context
Preform 2 sample t test for continuous output with discrete inputs in 2 categories
Using ANOVA for continuous outputs with more than 2 discrete categories of inputs
Performing 2 – proportion test for discrete output and discrete inputs in 2 categories
The Chi – Square test for discrete outputs with multiple discrete inputs
Introduction to Non Parametric tests like: Mann Whitney test, Paired T test, Moods median Test and Tukey pairwise comparisons
Learn about Hypothesis testing techniques & how to accomplish the same using R and Minitab