Data Science- Hypothesis Testing Using Minitab and R

MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 4 Hours | Lec: 24 | 496 MB

Genre: eLearning | Language: English

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

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