Multivariate Tools: Complete Course in Minitab With Examples

This is a complete and easy course in Multivariate Analysis with detailed illustration of practical examples in Minitab

Ratings: 3.28 / 5.00




Description

This is a complete, easiest and detailed course in Multivariate Analysis with a detailed 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 important terms and concepts used in Multivariate Analysis like Variance, Standard Deviation, Covariance, Eigenvectors, Eigenvalues, Principal Components (PC), etc.

2. Introduction of all Multivariate Tools used in Minitab

3. Selection of the correct Multivariate Tool based on the data and application

4. Principal Component Analysis (PCS) with a practical example in Minitab

5. Factor Analysis with a practical example in Minitab

6. Item Analysis with a practical example in Minitab

7. Cluster Observations Analysis with a practical example in Minitab

8. Cluster Variables Analysis with a practical example in Minitab

9. Cluster K-Means Analysis with a practical example in Minitab

10. Discriminant Analysis with a practical example in Minitab

11. Simple Correspondence Analysis with a practical example in Minitab

12. Multiple Correspondence Analysis with a practical example in Minitab


Each of these Multivariate Tools is explained with a systematic approach following:

  • Detailed introduction of the Multivariate Tools

  • Data Considerations (Requirements) for each Multivariate Tools, that will help you to collect data in a correct quantity and quality

  • When to use each of the Multivariate Tools?

  • Practical Example of Each Multivariate Tools for easy understanding and better clarity

  • Detailed procedure to use each Multivariate Analysis Tools in Minitab

  • Selection of various options while conducting each of the Multivariate Analysis Tools

  • Detailed interpretation of results from session window after conducting Multivariate Analysis by Each Tool

  • Detailed interpretation of results from graph window after conducting Multivariate Analysis by Each Tool

I am sure you will be liked this course.

During the learning process, please write me back with any of your questions, queries, or comments. I will be more than happy to reply to all your messages.

What You Will Learn!

  • What is Multivariate Analysis and various Tools uses in it
  • All important concepts used in Multivariate Analysis like variance, covariance, eigen values, eigen vectors, principal components, etc.
  • Multivariate Analysis with the help of Practical Examples in Minitab
  • Principal Components Analysis with Practical Example in Minitab
  • Factor Analysis with Practical Example in Minitab
  • Item Analysis with Practical Example in Minitab
  • Cluster Observations Analysis with Practical Example in Minitab
  • Cluster Variables Analysis with Practical Example in Minitab
  • Cluster K-Means Analysis with Practical Example in Minitab
  • Discriminant Analysis with Practical Example in Minitab
  • Simple Correspondence Analysis with Practical Example in Minitab
  • Multiple Correspondence Analysis with Practical Example in Minitab

Who Should Attend!

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