Minitab for Statistical Data Analysis Training Course

Course CodeCourse Code

mtstatda

Duration Duration

14 hours (usually 2 days including breaks)

Requirements Requirements

Should be familiar with the basics of excel and statistics

Overview Overview

The course is aimed at anyone interested in statistical analysis. It provides familiarity with Minitab and will increase the effectiveness and efficiency of your data analysis and improve your knowledge of statistics.

Course OutlineCourse Outline

Chapter 1: Descriptive Statistics and Graphical Analysis

1.1 Introduction

1.1.1 Learning Objectives

1.2 Types of Data

1.2.1 Basic Concepts
1.2.2 Data Types
1.2.3 Quiz: Types of Data

1.3 Using Graphs to Analyze Data

1.3.1 Basic Concepts
1.3.2 Bar Charts and Pareto Charts
1.3.3 Pie Charts
1.3.4 Histograms
1.3.5 Dotplots
1.3.6 Individual Value Plots
1.3.7 Boxplots
1.3.8 Time Series Plots
1.3.9 Quiz: Using Graphs to Analyze Data
1.3.10 Minitab Tools: Bar Chart
1.3.11 Minitab Tools: Pie Chart
1.3.12 Minitab Tools: Histogram
1.3.13 Minitab Tools: Dotplot
1.3.14 Minitab Tools: Individual Value Plot
1.3.15 Minitab Tools: Boxplot
1.3.16 Minitab Tools: Times Series Plot
1.3.17 Exercise: Graphical Analysis

1.4 Using Statistics to Analyze Data

1.4.1 Basic Concepts
1.4.2 Mean and Median
1.4.3 Range, Variance, and Standard Deviation
1.4.4 Quiz: Using Statistics to Analyze Data
1.4.5 Minitab Tools: Display Descriptive Statistics
1.4.6 Exercise: Descriptive Statistics

1.5 Summary

1.5.1 Objectives Review

Chapter 2: Statistical Inference

2.1 Introduction

2.1.1 Learning Objectives
2.2 Fundamentals of Statistical Inference
2.2.1 Basic Concepts
2.2.2 Random Samples
2.2.3 Quiz: Fundamentals of Statistical Inference
2.2.4 Minitab Tools: Random Sampling

2.3 Sampling Distributions

2.3.1 Basic Concepts
2.3.2 Sampling Distribution of the Mean
2.3.3 Quiz: Sampling Distributions

2.4 Normal Distribution

2.4.1 Basic Concepts
2.4.2 Probabilities Associated with a Normal Distribution
2.4.3 Probabilities Associated with the Sample Mean
2.4.4 Quiz: Normal Distribution
2.4.5 Minitab Tools: Cumulative Probabilities with a Normal Distribution
2.4.6 Exercise: Probabilities and Normal Distributions

2.5 Summary

2.5.1 Objectives Review

Chapter 3: Hypothesis Tests and Confidence Intervals

3.1 Introduction

3.1.1 Learning Objectives

3.2 Tests and Confidence Intervals

3.2.1 Confidence Intervals
3.2.2 Hypothesis Testing
3.2.3 Using Hypothesis Testing to Make Decisions
3.2.4 Type I and Type II Errors and Power
3.2.5 Quiz: Tests and Confidence Intervals

3.3 1-Sample t-Test

3.3.1 Basic Concepts
3.3.2 Individual Value Plots
3.3.3 1-Sample t-Test Results
3.3.4 Assumptions
3.3.5 Quiz: 1-Sample t-Test
3.3.6 Minitab Tools: 1-Sample t-Test
3.3.7 Exercise: 1-Sample t-Test

3.4 2 Variances Test

3.4.1 Basic Concepts
3.4.2 Boxplots
3.4.3 2 Variances Test Results 3.4.4 Assumptions
3.4.5 Quiz: 2 Variances Test
3.4.6 Minitab Tools: 2 Variances Test
3.4.7 Exercise: 2 Variances Test

3.5 2-Sample t-Test

3.5.1 Basic Concepts
3.5.2 Individual Value Plot
3.5.3 2-Sample t-Test Results
3.5.4 Assumptions
3.5.5 Quiz: 2-Sample t-Test
3.5.6 Minitab Tools: 2-Sample t-Test
3.5.7 Exercise: 2-Sample t-Test

3.6 Paired t-Test

3.6.1 Basic Concepts
3.6.2 Individual Value Plots
3.6.3 Paired t-Test Results
3.6.4 Assumptions
3.6.5 Quiz: Paired t-Test
3.6.6 Minitab Tools: Paired t-Test
3.6.7 Exercise: Paired t-Test

3.7 1 Proportion Test

3.7.1 Basic Concepts
3.7.2 1 Proportion Test Results
3.7.3 Assumptions
3.7.4 Quiz: 1 Proportion Test
3.7.5 Minitab Tools: 1 Proportion Test
3.7.6 Exercise: 1 Proportion Test

3.8 2 Proportions Test

3.8.1 Basic Concepts
3.8.2 2 Proportions Test Results
3.8.3 Assumptions
3.8.4 Quiz: 2 Proportions Test
3.8.5 Minitab Tools: 2 Proportions Test
3.8.6 Exercise: 2 Proportions Test

3.9 Chi-Square Test

3.9.1 Basic Concepts
3.9.2 Chi-Square Test Results
3.9.3 Assumptions
3.9.4 Quiz: Chi-Square Test
3.9.5 Minitab Tools: Chi-Square Test
3.9.6 Exercise: Chi-Square Test

3.10 Summary

3.10.1 Objectives Review

Chapter 4: Control Charts

4.1 Introduction

4.1.1 Learning Objectives

4.2 Statistical Process Control

4.2.1 Basic Concepts
4.2.2 Patterns in Control Charts
4.2.3 Quiz: Statistical Process Control

4.3 Control Charts for Variables Data in Subgroups

4.3.1 Basic Concepts
4.3.2 R Charts
4.3.3 S Charts
4.3.4 Xbar Charts
4.3.5 Quiz: Control Charts for Variables Data in Subgroups
4.3.6 Minitab Tools: Xbar-R Chart
4.3.7 Exercise: Xbar-R Chart

4.4 Control Charts for Individual Observations

4.4.1 Basic Concepts
4.4.2 Moving Range Charts
4.4.3 Individuals Charts
4.4.4 Quiz: Control Charts for Individual Observations
4.4.5 Minitab Tools: I-MR Chart
4.4.6 Exercise: I-MR Chart

4.5 Control Charts for Attribute Data

4.5.1 Basic Concepts
4.5.2 NP and P Charts
4.5.3 C and U Charts
4.5.4 Quiz: Control Charts for Attributes Data
4.5.5 Minitab Tools: P Chart
4.5.6 Exercise: P Chart

4.6 Summary

4.6.1 Objectives Review

Chapter 5: Process Capability

5.1 Introduction

5.1.1 Learning Objectives

5.2 Process Capability for Normal Data

5.2.1 Basic Concepts
5.2.2 Assumptions
5.2.3 Testing for Normality
5.2.4 Quiz: Process Capability for Normal Data
5.2.5 Minitab Tools: Normality Test
5.2.6 Exercise: Assumptions for Process Capability

5.3 Capability Indices

5.3.1 Potential Capability: Cp and Cpk
5.3.2 Process Performance: Pp and Ppk
5.3.3 Sigma Level
5.3.4 Quiz: Capability Indices
5.3.5 Minitab Tools: Cp and Pp
5.3.6 Minitab Tools: Sigma Level
5.3.7 Exercise: Process Capability for Normal Data

5.4 Process Capability for Nonnormal Data

5.4.1 Transformations and Alternate Distributions
5.4.2 Box-Cox Transformation
5.4.3 Johnson Transformation
5.4.4 Alternate Distributions
5.4.5 Quiz: Process Capability for Nonormal Data
5.4.6 Minitab Tools: Box-Cox Transformation
5.4.7 Minitab Tools: Johnson Transformation
5.4.8 Minitab Tools: Capability Analysis with Johnson Transformation
5.4.9 Minitab Tools: Alternate Distributions
5.4.10 Minitab Tools: Capability Analysis with Alternate Distributions
5.4.11 Exercise: Process Capability with Data Tranformations
5.4.12 Exercise: Process Capability with Alternate Distributions

5.5 Summary

5.5.1 Objectives Review

Chapter 6: Analysis of Variance (ANOVA)

6.1 Introduction

6.1.1 Learning Objectives

6.2 Fundamentals of ANOVA

6.2.1 Basic Concepts
6.2.2 Graphs and Summary Statistics
6.2.3 Quiz: Fundamentals of ANOVA

6.3 One-Way ANOVA

6.3.1 Hypothesis Tests
6.3.2 F-Statistics and P-Values
6.3.3 Multiple Comparisons
6.3.4 Assumptions and Residual Plots
6.3.5 Quiz: One-Way ANOVA
6.3.6 Minitab Tools: One-Way ANOVA
6.3.7 Exercise: One-Way ANOVA

6.4 Two-Way ANOVA

6.4.1 Basic Concepts
6.4.2 Graphs
6.4.3 Hypothesis Tests
6.4.4 F-Statistics and P-Values
6.4.5 Assumptions and Residual Plots
6.4.6 Quiz: Two-Way ANOVA
6.4.7 Minitab Tools: Two-Way ANOVA
6.4.8 Exercise: Two-Way ANOVA

6.5 Summary

6.5.1 Summary of ANOVA

Chapter 7: Correlation and Regression

7.1 Introduction

7.1.1 Learning Objectives

7.2 Relationship Between Two Quantitative Variables

7.2.1 Basic Concepts
7.2.2 Scatterplot
7.2.3 Correlation
7.2.4 Quiz: Relationship Between Two Quantitative Variables
7.2.5 Minitab Tools: Scatterplot
7.2.6 Minitab Tools: Correlation
7.2.7 Exercise: Scatterplots and Correlation

7.3 Simple Regression

7.3.1 Basic Concepts
7.3.2 Regression
7.3.3 Hypothesis Tests and R2
7.3.4 Assumptions and Residual Plots
7.3.5 Quiz: Simple Regression
7.3.6 Minitab Tools: Simple Regression
7.3.7 Exercise: Simple Regression

7.4 Summary

7.4.1 Objectives Review

Chapter 8: Measurement Systems Analysis

8.1 Introduction

8.1.1 Learning Objectives

8.2 Fundamentals of Measurement Systems Analysis

8.2.1 Basic Concepts
8.2.2 Accuracy
8.2.3 Precision
8.2.4 Comparing Accuracy and Precision
8.2.5 Quiz: Fundamentals of Measurement Systems Analysis

8.3 Repeatability and Reproducibility

8.3.1 Basic Concepts
8.3.2 Gage R&R Studies
8.3.3 Quiz: Repeatability and Reproducibility

8.4 Graphical Analysis of a Gage R&R Study

8.4.1 Basic Concepts
8.4.2 Components of Variation
8.4.3 Xbar and R Charts
8.4.4 Interaction between Operator and Part
8.4.5 Comparative Plots
8.4.6 Gage Run Charts
8.4.7 Quiz: Graphical Analysis of a Gage R&R Study
8.4.8 Minitab Tools: Crossed Gage R&R Study
8.4.9 Minitab Tools: Gage Run Chart
8.4.10 Exercise: Graphical Analysis of a Gage R&R Study

8.5 Variation

8.5.1 Standard Deviation and Study Variation
8.5.2 Tolerance
8.5.3 Process Variation 
8.5.4 Quiz: Variation
8.5.5 Exercise: Numerical Analysis of a Gage R&R Study

8.6 ANOVA with a Gage R&R Study

8.6.1 Variance Components
8.6.2 Analysis of Variance Tables
8.6.3 Quiz: ANOVA with a Gage R&R Study
8.6.4 Exercise: ANOVA Output for a Gage R&R Study

8.7 Gage Linearity and Bias Study

8.7.1 Basic Concepts
8.7.2 Gage Linearity
8.7.3 Gage Bias
8.7.4 Quiz: Gage Linearity and Bias Study
8.7.5 Minitab Tools: Gage Linearity and Bias Study
8.7.6 Exercise: Gage Linearity and Bias Study

8.8 Attribute Agreement Analysis

8.8.1 Basic Concepts
8.8.2 Binary Data
8.8.3 Nominal Data
8.8.4 Ordinal Data
8.8.5 Quiz: Attribute Agreement Analysis
8.8.6 Minitab Tools: Attribute Agreement Analysis with Binary Data
8.8.7 Minitab Tools: Attribute Agreement Analysis with Nominal Data
8.8.8 Minitab Tools: Attribute Agreement Analysis with Ordinal Data
8.8.9 Exercise: Attribute Agreement Analysis

8.9 Summary

8.9.1 Objectives Review

Chapter 9: Design of Experiments

9.1 Introduction

9.1.1 Learning Objectives

9.2 Factorial Designs

9.2.1 Basic Concepts
9.2.2 Creating Full Factorial Designs
9.2.3 Analyzing Full Factorial Designs
9.2.4 Quiz: Factorial Designs
9.2.5 Minitab Tools: Create a Full Factorial Design
9.2.6 Minitab Tools: Analyze a Full Factorial Design
9.2.7 Exercise: Create a Full Factorial Design
9.2.8 Exercise: Analyze a Full Factorial Design

9.3 Blocking and Incorporating Center Points

9.3.1 Blocking
9.3.2 Center Points
9.3.3 Analyzing Designs with Blocks and Center Points
9.3.4 Quiz: Blocking and Incorporating Center Points
9.3.5 Minitab Tools: Create a Factorial Design with Blocks and Center Points
9.3.6 Minitab Tools: Analyze a Factorial Design with Blocks and Center Points
9.3.7 Exercise: Create a Factorial Design with Blocks and Center Points
9.3.8 Exercise: Analyze a Factorial Design with Blocks and Center Points

9.4 Fractional Factorial Designs

9.4.1 Basic Concepts
9.4.2 Creating Fractional Factorial Designs
9.4.3 Analyzing Fractional Factorial Designs
9.4.4 Quiz: Fractional Factorial Designs
9.4.5 Minitab Tools: Create a Fractional Factorial Design
9.4.6 Minitab Tools: Analyze a Fractional Factorial Design

9.5 Response Optimization

9.5.1 Response Optimization
9.5.2 Quiz: Response Optimization
9.5.3 Minitab Tools: Response Optimization
9.5.4 Exercise: Response Optimization

9.6 Summary

9.6.1 Objectives Review

TestimonialsTestimonials

the training was adaptable and personalised to our needs

Dominique Soulie - BAE Systems Surface Ships Ltd

Wiedza prowadzącego

Bartosz Stefańczyk

The practical exercises were extremely beneficial

Vascutek Ltd

The use of examples, though even these were demonstrated at some considerable speed.

Vascutek Ltd

2nd day we done lots of examples of gauge R&R & Criticality assessments

Vascutek Ltd

exercises - use of Minitab

Vascutek Ltd

Bookings, Prices and EnquiriesBookings, Prices and Enquiries

Guaranteed to run even with a single delegate!
Private Classroom
 
Private Classroom
Participants are from one organisation only. No external participants are allowed. Usually customised to a specific group, course topics are agreed between the client and the trainer.
Private Remote
From 5000PLN
Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet. More Information

The more delegates, the greater the savings per delegate. Table reflects price per delegate and is used for illustration purposes only, actual prices may differ.

Number of Delegates Private Remote
1 5000PLN
2 3500PLN
3 3000PLN
4 2750PLN
Public Classroom
From 2900PLN
(73)
Public Classroom
Participants from multiple organisations. Topics usually cannot be customised

The more delegates, the greater the savings per delegate. Table reflects price per delegate and is used for illustration purposes only, actual prices may differ.

Number of Delegates Public Classroom
1 2900PLN
2 2450PLN
3 2300PLN
4 2225PLN
Cannot find a suitable date? Choose Your Course Date >>
Too expensive? Suggest your price

Related Categories

Related Courses

Upcoming Courses

VenueCourse DateCourse Price [Remote / Classroom]
Gdańsk, ul. Powstańców Warszawskich 45Mon, 2018-02-05 09:005000PLN / 3000PLN
Lublin, ul. Spadochroniarzy 9Wed, 2018-02-07 09:005000PLN / 3000PLN
Poznan, Garbary 100/63Wed, 2018-02-07 09:005000PLN / 2900PLN
Katowice ul. Opolska 22Mon, 2018-02-12 09:005000PLN / 3200PLN
Olsztyn, ul. Gietkowska 6aThu, 2018-02-22 09:005000PLN / 3000PLN

Course Discounts

Course Venue Course Date Course Price [Remote / Classroom]
BPMN 2.0 for Business Analysts Katowice ul. Opolska 22 Mon, 2018-01-22 09:00 5940PLN / 3030PLN
Adobe Creative Cloud - Montaż video Katowice ul. Opolska 22 Mon, 2018-01-29 09:00 3861PLN / 2455PLN
DTP (InDesign, Photoshop, Illustrator, Acrobat) Kielce, ul. Warszawska 19 Mon, 2018-01-29 09:00 5940PLN / 2980PLN
Angular 4 - dobre praktyki Katowice ul. Opolska 22 Tue, 2018-01-30 09:00 7920PLN / 3450PLN
Psychology of interpersonal cooperation Wrocław, ul.Ludwika Rydygiera 2a/22 Tue, 2018-01-30 09:00 5148PLN / 1430PLN
Effective interpersonal communication with elements of assertiveness Warszawa, ul. Złota 3/11 Wed, 2018-01-31 09:00 5148PLN / 1430PLN
Agile Software Testing Zielona Góra, ul. Reja 6 Thu, 2018-02-01 09:00 4257PLN / 2629PLN
PostgreSQL Administration and Development Katowice ul. Opolska 22 Mon, 2018-02-05 09:00 7821PLN / 4007PLN
DTP (InDesign, Photoshop, Illustrator, Acrobat) Opole, Wladyslawa Reymonta 29 Mon, 2018-02-05 09:00 5940PLN / 4230PLN
Międzynarodowe Standardy Rachunkowości i Sprawozdawczości Finansowej (MSR, MSSF) (IAS, IFRS) Poznan, Garbary 100/63 Fri, 2018-02-09 09:00 3950PLN / 1188PLN
Creating and managing Web sites Katowice ul. Opolska 22 Mon, 2018-02-12 09:00 5841PLN / 3048PLN
Javascript Basics Poznan, Garbary 100/63 Tue, 2018-02-13 09:00 4455PLN / 1885PLN
Social Media - facebook, twitter, blog, youtube, google+ Rzeszów, Plac Wolności 13 Tue, 2018-02-13 09:00 1881PLN / 952PLN
SQL in Microsoft Access Kraków, ul. Rzemieślnicza 1 Thu, 2018-02-15 09:00 10266PLN / 3911PLN
Effective interpersonal communication with elements of assertiveness Gdynia, ul. Ejsmonda 2 Mon, 2018-02-19 09:00 5148PLN / 1530PLN
DTP (InDesign, Photoshop, Illustrator, Acrobat) Katowice ul. Opolska 22 Mon, 2018-03-05 09:00 5940PLN / 3730PLN
Visual Basic for Applications (VBA) in Excel - Introduction to programming Katowice ul. Opolska 22 Mon, 2018-03-05 09:00 3564PLN / 2291PLN
Certified Agile Tester Katowice ul. Opolska 22 Mon, 2018-04-02 09:00 8910PLN / 4720PLN
Perfect tester Szczecin, ul. Sienna 9 Wed, 2018-04-04 09:00 5920PLN / 2294PLN
Quality Assurance and Continuous Integration Katowice ul. Opolska 22 Thu, 2018-04-12 09:00 2673PLN / 2037PLN
Oracle 12c – wprowadzenie do języka SQL Łódź, ul. Tatrzańska 11 Tue, 2018-06-12 09:00 3960PLN / 1920PLN

Course Discounts Newsletter

We respect the privacy of your email address. We will not pass on or sell your address to others.
You can always change your preferences or unsubscribe completely.

Some of our clients