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OPS 013- Introduction to Minitab and Its Statistical Application

OPS 013- Introduction to Minitab and Its Statistical Application

Teachers
Category:
Human Resource / In-House Programs / Logistic & Quality / Operation/Process /
OPS 013- Introduction to Minitab and Its Statistical Application

Duration: 2 Days
Lectures: In House
Certificate of Completion

Introduction

Manufacturing Organizations use 6-sigma tools to drive continual improvement in Manufacturing and Production Operations. In the present work environment everyone involved in continual improvement should be equipped or armed with the know how in utilizing 6-sigma tools. However, we will focus on key 6-sigma tools.. This course will improve the analytic skill effectiveness in problem solving and implementation of the appropriate tools in the continual improvement process using Minitab 15.

Objective

On completion of the Program, participants will be able:

  • Understanding Minitab Application.
  • Understand and apply the Quality Planning tools.
  • Identify and apply the Quality Control tools.
  • Identify and utilize Quality Improvement tools
  • How to carry out their Process Capability
  • Understand Basic Statistics and Anova.

This will enhance participants capability of problem solving and conducting many quality improvement activities using Minitab 15.

Who Should Attend?

  • QA/QC Managers / Executives / Supervisors / Engineers involved in process improvement preferably graduates in Science or Engineering fields. This course involves many calculations and mathematical modeling.

Training Content

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Day One

  • Introduction to Minitab 15
  • Basic Statistics
  • Types of variables
  • The Gaussian Distribution
  • Standard Deviation and Standard Error of the Mean
  • Exercise/Case Study

  • Frequency distributions (Histogram)
  • Describing curves
  • Anderson-Darling Test – Test for Normality.
  • Scatter Plot, correlation & regression
  • Logistic Regression
  • Pareto
  • RTY
  • Exercise/Case Study

  • Key concepts
  • Repeated measures 1-way ANOVA
  • Ordinary 2-way ANOVA
  • Post-hoc tests
  • Exercise/Case Study

  • Participants will be tested with quizzes regarding the input of the program on the 1st day
  • Prizes are provided to the top 3 participants who answer correctly

Day Two

  • Law of Variation, Common and Special Causes
  • Basic principle of Statistical Process Control (SPC)
  • What is a control chart?
  • Types of control chart
  • Process improvement and capability
  • Exercise/Case Study/Assignment
  • Hypothesis testing and statistical significance
  • Nonparametric hypothesis Tests
  • Confidence intervals
  • P Values
  • Outliers test
  • Sample size study
  • Exercise/Case Study/Assignment

  • Key concepts: t tests and related nonparametric tests
  • Unpaired t test
  • Paired t test Kruskal-Wallis test
  • Friedman’s test
  • Exercise/Case Study/Assignment

  • Participants will be tested with quizzes regarding the input of the program on the 2nd day
  • Prizes are provided to the top 3 participants who answer correctly

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