Description

Our “Advanced Statistical Analysis with Minitab Training Program” is designed to elevate participants’ proficiency in leveraging Minitab, a powerful software package, for advanced data analysis. This comprehensive course delves into the intricacies of statistical techniques and methodologies, equipping participants with the skills to conduct sophisticated data analysis with confidence and precision at Locus Academy .

Through a blend of theoretical discussions, practical demonstrations, and hands-on exercises, participants will learn how to navigate Minitab’s interface effectively, utilize its wide range of statistical tools, and interpret results accurately. The training covers advanced statistical concepts such as hypothesis testing, regression analysis, ANOVA, DOE (Design of Experiments), and quality control techniques.

Participants will also explore how to customize analyses, generate insightful visualizations, and effectively communicate findings to stakeholders. By the end of the program, participants will emerge with a deeper understanding of advanced statistical analysis techniques and the ability to leverage Minitab proficiently to derive actionable insights from complex datasets.

TABLE OF CONTENT

1 . Introduction to Minitab

1.1 Overview of Advanced Statistical Analysis with Minitab
1.2 Installation and Setup

2 . Data Import and Entry

2.1 Importing Data
2.2 Data Entry
2.3 Data Cleaning and Transformation

3 . Descriptive Statistics

3.1 Summary Statistics
3.2 Graphical Representations

4 . Hypothesis Testing

4.1 Basics of Hypothesis Testing
4.2 One-Sample Tests
4.3 Two-Sample Tests in Advanced Statistical Analysis with Minitab
4.4 ANOVA (Analysis of Variance)

5 . Regression Analysis

5.1 Simple Linear Regression
5.2 Multiple Regression
5.3 Model Interpretation and Validation

6 . Statistical Process Control (SPC)

6.1 Control Charts
6.2 Process Capability Analysis

7 . Experimental Design

7.1 Factorial Designs in Advanced Statistical Analysis with Minitab
7.2 Response Surface Methodology

8  .Quality Tools

8.1 Pareto Analysis
8.2 Fishbone Diagrams
8.3 Scatter Plots

9 . Advanced Topics 

9.1 Time Series Analysis
9.2 Non-parametric Tests

10 . Case Studies and Examples

10.1 Real-world Applications
10.2 Problem-solving with Minitab

Please Visit Minitab Official Site: || Locus Academy has more than a decade experience in delivering the training/staffing on  Advanced Statistical Analysis with Minitab Training  for corporates across the globe. The participants for the training/staffing of  Minitab Training Professionals are extremely satisfied and are able to implement the learnings in their on going projects.

Other useful references

Reference1

Reference2