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

3.20 (5 reviews)
Udemy
platform
English
language
Other Teaching & Academi
category
instructor
22
students
1.5 hours
content
Apr 2021
last update
$24.99
regular price

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

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.

Content

Multivariate Analysis: Introduction, Important Concepts and Multivariate Tools

Multivariate Analysis: Introduction, Important Concepts and Multivariate Tools

Assess the Structure of data by evaluating the correlations between variables

Principal Component Analysis (PCA): Illustration with Example in Minitab
Factor Analysis: Illustration with Practical Example in Minitab

Item Analysis: Detailed illustration with Practical Example in Minitab

Item Analysis: Detailed illustration with Practical Example in Minitab

Group variables into clusters that share common characteristics

Cluster Observations Analysis (PART-1): Detailed illustration with Example
Cluster Observations Analysis (PART-2): Detailed interpretation of results
Cluster Variables Analysis: Detailed illustration with Example in Minitab
Cluster K-means Analysis: Detailed illustration with Example in Minitab

Discriminant Analysis: Detailed illustration with Practical Example in Minitab

Discriminant Analysis: Detailed illustration with Practical Example in Minitab

Simple and Multiple Correspondence Analysis: illustration with Examples

Simple Correspondence Analysis: Detailed illustration with Practical Example
Multiple Correspondence Analysis: Detailed illustration with Example in Minitab

Screenshots

Multivariate Tools: Complete Course in Minitab With Examples - Screenshot_01Multivariate Tools: Complete Course in Minitab With Examples - Screenshot_02Multivariate Tools: Complete Course in Minitab With Examples - Screenshot_03Multivariate Tools: Complete Course in Minitab With Examples - Screenshot_04

Reviews

SANCLAYVER
August 11, 2021
The tools are explained in detail, specially explaining the meaning of the options in the software during the graphic construction. It is necessary, however, to have a prior knowledge of the software and of statistical knowledge in order to better benefit of the content.!

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4010226
udemy ID
4/27/2021
course created date
7/8/2021
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