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    Minitab Quality Trainer

    Vendor: Minitab

    Learn the statistics you need to improve quality and how to use Minitab Statistical Software to analyze your data any time you are online.

    SKU: MIN20A-EN
    $300.00
    i h

    COURSE OUTLINE

    Chapter 1: Descriptive Statistics and Graphical Analysis

    Introduction

    Lesson: Learning Objectives

    Types of Data

    Lessons: Basic Concepts; Data Types

    Quiz: Types of Data

    Using Graphs to Analyze Data

    Lessons: Basic Concepts; Bar Charts and Pareto Charts; Pie Charts; Histograms; Dotplots; Individual Value Plots; Boxplots; Time Series Plots

    Minitab Tools: Bar Chart; Pie Chart; Histogram; Dotplot; Individual Value Plot; Boxplot; Time Series Plot

    Exercise: Graphical Analysis

    Quiz: Using Graphs to Analyze Data

    Using Statistics to Analyze Data

    Lessons: Basic Concepts; Mean and Median; Range, Variance, and Standard Variation

    Minitab Tools: Display Descriptive Statistics

    Exercise: Descriptive Statistics

    Quiz: Using Statistics to Analyze Data

    Summary

    Lesson: Objectives Review


    Chapter 2: Statistical Inference

    Introduction

    Lesson: Learning Objectives

    Fundamentals of Statistical Inference

    Lessons: Basic Concepts; Random Samples

    Minitab Tools: Random Sampling

    Quiz: Fundamentals of Statistical Inference

    Sampling Distributions

    Lessons: Basic Concepts; Sampling Distribution of the Mean

    Quiz: Sampling Distributions

    Normal Distribution

    Lessons: Basic Concepts; Probabilities Associated with a Normal Distribution; Probabilities Associated with the Sample Mean

    Minitab Tools: Cumulative Probabilities with a Normal Distribution

    Exercise: Probabilities and Normal Distributions

    Quiz: Normal Distribution

    Summary

    Lessons: Objectives Review


    Chapter 3: Hypothesis Tests and Confidence Intervals

    Introduction

    Lesson: Learning Objectives

    Tests and Confidence Intervals

    Lessons: Confidence Intervals; Hypothesis Testing; Using Hypothesis Tests to Make Decisions; Type I and Type II Errors and Power

    Quiz: Tests and Confidence Intervals

    1-Sample t-Test

    Lessons: Basic Concepts; Individual Value Plots; 1-Sample t-Test Results; Assumptions

    Minitab Tools: 1-Sample t-Test

    Exercise: 1-Sample t-Test

    Quiz: 1-Sample t-Test

    2 Variances Test

    Lessons: Basic Concepts; Boxplots; 2 Variances Test Results; Assumptions

    Minitab Tools: 2 Variances Test

    Exercise: 2 Variances Test

    Quiz: 2 Variances Test

    2-Sample t-Test

    Lessons: Basic Concepts; Individual Value Plots; 2-Sample t-Test Results; Assumptions

    Minitab Tools: 2-Sample t-Test

    Exercise: 2-Sample t-Test

    Quiz: 2-Sample t-Test

    Paired t-Test

    Lessons: Basic Concepts; Individual Value Plots; Paired t-Test Results; Assumptions

    Minitab Tools: Paired t-Test

    Exercise: Paired t-Test

    Quiz: Paired t-Test

    1 Proportion Test

    Lessons: Basic Concepts; 1 Proportion Test Results; Assumptions

    Minitab Tools: 1 Proportion Test

    Exercise: 1 Proportion Test

    Quiz: 1 Proportion Test

    2 Proportions Test

    Lessons: Basic Concepts; 2 Proportions Test Results; Assumptions

    Minitab Tools: 2 Proportions Test

    Exercise: 2 Proportions Test

    Quiz: 2 Proportions Test

    Chi-Square Test

    Lessons: Basic Concepts; Chi-Square Test Results; Assumptions

    Minitab Tools: Chi-Square Test

    Exercise: Chi-Square Test

    Quiz: Chi-Square Test

    Summary

    Lessons: Objectives Review


    Chapter 4: Control Charts

    Introduction

    Lesson: Learning Objectives

    Statistical Process Control

    Lessons: Basic Concepts; Patterns in Control Charts

    Quiz: Statistical Process Control

    Control Charts for Variables Data in Subgroups

    Lessons: Basic Concepts; R Charts; S Charts; Xbar Charts

    Minitab Tools: Xbar-R Chart

    Exercise: Xbar-R Chart

    Quiz: Control Charts for Variables Data in Subgroups

    Control Charts for Individual Observations

    Lessons: Basic Concepts; Moving Range Charts; Individuals Charts

    Minitab Tools: I-MR Chart

    Exercise: I-MR Chart

    Quiz: Control Charts for Individual Observations

    Control Charts for Attributes Data

    Lessons: Basic Concepts; NP and P Charts; C and U Charts

    Minitab Tools: P Chart

    Exercise: P Chart

    Quiz: Control Charts for Attributes Data

    Summary

    Lesson: Objectives Review

    Chapter 5: Process Capability

    Introduction

    Lesson: Learning Objectives

    Process Capability for Normal Data

    Lessons: Basic Concepts; Assumptions; Testing for Normality

    Minitab Tools: Normality Test

    Exercise: Assumptions for Process Capability

    Quiz: Process Capability for Normal Data

    Capability Indices

    Lessons: Potential Capability: Cp and Cpk; Process Performance: Pp and Ppk; Sigma Level

    Minitab Tools: Cp and Pp; Sigma Level

    Exercise: Process Capability for Normal Data

    Quiz: Capability Indices

    Process Capability for Nonnormal Data

    Lessons: Transformations and Alternate Distributions; Box-Cox Transformation; Johnson Transformation; Alternate Distributions

    Minitab Tools: Box-Cox Transformation; Johnson Transformation; Capability Analysis with Johnson Transformation; Alternate Distributions; Capability Analysis with Alternate Distributions

    Exercises: Process Capability with Data Transformations; Process Capability with Alternate Distributions

    Quiz: Process Capability for Nonnormal Data

    Summary

    Lesson: Objectives Review


    Chapter 6: Analysis of Variance (ANOVA)

    Introduction

    Lesson: Learning Objectives

    Fundamentals of ANOVA

    Lessons: Basic Concepts; Graphs and Summary Statistics

    Quiz: Fundamentals of ANOVA

    One-Way ANOVA

    Lessons: Hypothesis Tests; F-Statistics and P-Values; Multiple Comparisons; Assumptions and Residual Plots

    Minitab Tools: One-Way ANOVA

    Exercise: One-Way ANOVA

    Quiz: One-Way ANOVA

    Two-Way ANOVA

    Lessons: Basic Concepts; Graphs; Hypothesis Tests; F-Statistics and P-Values; Assumptions and Residual Plots

    Minitab Tools: Two-Way ANOVA

    Exercise: Two-Way ANOVA

    Quiz: Two-Way ANOVA

    Summary

    Lesson: Summary of ANOVA


    Chapter 7: Correlation and Regression

    Introduction

    Lesson: Learning Objectives

    Relationship Between Two Quantitative Variables

    Lessons: Basic Concepts; Scatterplot; Correlation

    Minitab Tools: Scatterplot; Correlation

    Exercise: Scatterplots and Correlation

    Quiz: Relationship Between Two Quantitative Variables

    Simple Regression

    Lessons: Basic Concepts; Regression; Hypothesis Tests and R-squared; Assumptions and Residual Plots

    Minitab Tools: Simple Linear Regression

    Exercise: Simple Regression

    Quiz: Simple Regression

    Summary

    Lesson: Objectives Review


    Chapter 8: Measurement Systems Analysis

    Introduction

    Lesson: Learning Objectives

    Fundamentals of Measurement Systems Analysis

    Lessons: Basic Concepts; Accuracy; Precision; Comparing Accuracy and Precision

    Quiz: Fundamentals of Measurement Systems Analysis

    Repeatability and Reproducibility

    Lessons: Basic Concepts; Gage R&R Studies

    Quiz: Repeatability and Reproducibility

    Graphical Analysis of a Gage R&R Study

    Lessons: Basic Concepts; Components of Variation; X-bar and R Charts; Interaction between Operator and Part; Comparative Plots; Gage Run Charts

    Minitab Tools: Crossed Gage R&R Study; Gage Run Chart

    Exercise: Graphical Analysis of a Gage R&R Study

    Quiz: Graphical Analysis of a Gage R&R Study

    Variation

    Lessons: Standard Deviation and Study Variation; Tolerance; Process Variation

    Exercise: Numerical Analysis of a Gage R&R Study

    Quiz: Variation

    ANOVA with a Gage R&R Study

    Lessons: Variance Components; Analysis of Variance Tables

    Exercise: ANOVA Output for a Gage R&R Study

    Quiz: ANOVA with a Gage R&R Study

    Gage Linearity and Bias Study

    Lessons: Basic Concepts; Gage Linearity; Gage Bias

    Minitab Tools: Gage Linearity and Bias Study

    Exercise: Gage Linearity and Bias Study

    Quiz: Gage Linearity and Bias Study

    Attribute Agreement Analysis

    Lessons: Basic Concepts; Binary Data; Nominal Data; Ordinal Data

    Minitab Tools: Attribute Agreement Analysis with Binary Data; Attribute Agreement Analysis with Nominal Data; Attribute Agreement Analysis with Ordinal Data

    Exercise: Attribute Agreement Analysis

    Quiz: Attribute Agreement Analysis

    Summary

    Lesson: Objectives Review


    Chapter 9: Design of Experiments

    Introduction

    Lesson: Learning Objectives

    Factorial Designs

    Lessons: Basic Concepts; Creating Full Factorial Designs; Analyzing Full Factorial Designs

    Minitab Tools: Create a Full Factorial Design; Analyze a Full Factorial Design

    Exercises: Create a Full Factorial Design; Analyze a Full Factorial Design

    Quiz: Factorial Designs

    Blocking and Incorporating Center Points

    Lessons: Blocking; Center Points; Analyzing Designs with Blocks and Center Points

    Minitab Tools: Create a Factorial Design with Blocks and Center Points; Analyze a Factorial Design with Blocks and Center Points

    Exercises: Create a Factorial Design with Blocks and Center Points; Analyze a Factorial Design with Blocks and Center Points

    Quiz: Blocking and Incorporating Center Points

    Fractional Factorial Designs

    Lessons: Basic Concepts; Creating Fractional Factorial Designs; Analyzing Fractional Factorial Designs

    Minitab Tools: Create a Fractional Factorial Design; Analyze a Fractional Factorial Design

    Quiz: Fractional Factorial Designs

    Response Optimization

    Lesson: Response Optimization

    Minitab Tools: Response Optimization

    Exercise: Response Optimization

    Quiz: Response Optimization

    Summary

    Lesson: Objectives Review