Hypothesis Testing: Easiest Way With Practical Examples

This is a complete course to become an expert in Hypothesis Testing with illustration of practical examples in Minitab

What you'll learn

All the terms and concepts used in Hypothesis Testing

General procedure to conduct Hypothesis testing

Types of Hypothesis testing and selection of correct test based on application

Use of Minitab software to conduct all types of hypothesis tests with practical examples

Hypothesis Testing in Microsoft Excel

Hypothesis Testing in SigmaXL

Understanding of Hypothesis testing with neat, clean and simple diagrams and pictures

Learn to conduct 1-Sample Hypothesis test to compare one sample with the target with practical examples in Minitab

Learn to conduct 2-Sample Hypothesis test to compare two samples with each other with practical examples in Minitab

Learn to conduct more than 2-Sample Hypothesis test to compare more than two samples with practical examples in Minitab

1-Sample t test

1-Sample standard deviation test or 1-Variance test

1-Sample % defective test or 1-Proportion test

All types of chi-square test like Chi-Square Goodness of fit test, Chi-Square test for association and Chi-Square % defective test

2-Sample t test

Paired t test

2-Sample standard deviation test or 2-Variance test

2-sample % defective test or 2-Proportion test

2-Sample poisson rate test

One-Way ANOVA

Standard deviations test or Test for Equal variances

Requirements

Must able to understand English to some extent

Description

This is a complete, easiest and detailed course in Hypothesis Testing with an illustration of practical examples in Minitab.It consists of the following topics and tools with practical examples for easy understanding and better clarity.1. All terms and concepts used in Hypothesis Testing2. Introduction and General procedure to conduct Hypothesis Testing3. All types of Hypothesis Tests and selection of the correct test based on the data and application4. 1-Sample t test5. 1-Sample standard deviation test or 1-Variance test6. 1-Sample % Defective test or 1-Proportion test7. Chi-Square Goodness of fit test8. 2-Sample t test9. Paired t test10. 2-Sample standard deviation test or 2-Variance test11. 2-Sample % defective test or 2-Proportion test12. Chi-Square test for association13. One-Way ANOVA14. Standard deviations test or Test for equal variances15. Chi-Square % Defective Test16. Use of Minitab Assistant to conduct Hypothesis Testing, and17. Quiz on all topics to check the understanding of the courseI am sure you will be liked this course.

Overview

Section 1: Introduction-1: All terms and concepts used in Hypothesis Testing

Lecture 1 Introduction-1: All terms and concepts used in Hypothesis Testing

Section 2: Introduction-2: All Types and General procedure to conduct Hypothesis Testing

Lecture 2 Detailed Introduction and General Procedure to conduct Hypothesis Testing

Lecture 3 Hypothesis Testing: Types and Selection of correct Test with Practical Examples

Section 3: Hypothesis Tests: To compare one sample with the target

Lecture 4 1-sample t test: Illustration with Practical Examples in SigmaXL and Minitab

Lecture 5 1-Variance (Std Deviation) Hypothesis Test: Illustration with Practical Example

Lecture 6 1-Proportion (1-Sample %Defective) Test: Illustration with Practical Example

Lecture 7 Chi-Square Goodness-of-Fit Test: Illustration with Practical Example in Minitab

Section 4: Hypothesis Tests: To compare two samples with each other

Lecture 8 2-Sample t-test:Illustration with Practical Example in Minitab & Microsoft Excel

Lecture 9 Paired t Test : Illustration with Practical Example in Minitab & Microsoft Excel

Lecture 10 2-Sample Variance (Std Deviations) Test : Illustration with Practical Example

Lecture 11 2-Sample Proportion (% Defectives) Test: Illustration with Practical Example

Lecture 12 Chi-Square Test for Association: Illustration with Practical Example in Minitab

Lecture 13 2-Sample Poisson Rate: Illustration with Practical Example in Minitab

Section 5: Hypothesis Tests: To compare more than two samples

Lecture 14 One-Way ANOVA: Detailed illustration with Practical Example in Minitab

Lecture 15 Test for Equal Variances (Std Deviations): Illustration with Practical Example

Lecture 16 Chi-Square % Defective Test: : Illustration with Practical Example in Minitab

Lecture 17 Chi-Square Test for Association: Illustration with Practical Example in Minitab

Section 6: Questionnaire on Hypothesis Testing

Students,Professionals,Company Employees,Professors,Analysts,Managers,Lean Six Sigma Experts