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QUALITY TRAINER

Course Outline

A comprehensive statistics course brought to you by experts in quality improvement.

Quality Trainer was developed by seasoned statisticians with more than 150 years of industry experience. The course covers everything from Basic Statistics to DOE, and guides you through 31 exercises using Minitab Statistical Software to solve real-world quality improvement challenges.

CHAPTER ONE

Descriptive Statistics and Graphical Analysis

  • Types of Data
  • Using Graphs to Analyze Data
  • Using Statistics to Analyze Data

CHAPTER TWO

Statistical Inference

  • Fundamentals of Statistical Inference
  • Sampling Distributions
  • Normal Distribution

CHAPTER THREE

Hypothesis Tests and Confidence Intervals

  • Tests and Confidence Intervals
  • 1-Sample t-Test
  • 2 Variances Test
  • 2-Sample t-Test
  • Paired t-Test
  • 1 Proportion Test
  • 2 Proportions Test
  • Chi-Square Test

CHAPTER FOUR

Control Charts

  • Statistical Process Control
  • Control Charts for Variables Data in Subgroups
  • Control Charts for Individual Observations
  • Control Charts for Attributes Data

CHAPTER FIVE

Process Capability

  • Process Capability for Normal Data
  • Capability Indices
  • Process Capability for Nonnormal Data

CHAPTER SIX

Analysis of Variance (ANOVA)

  • Fundamentals of ANOVA
  • One-Way ANOVA
  • Two-Way ANOVA

CHAPTER SEVEN

Correlation and Regression

  • Relationship Between Two Quantitative Variables
  • Simple Regression

CHAPTER EIGHT

Measurement Systems Analysis

  • Fundamentals of Measurement Systems Analysis
  • Repeatability and Reproducibility
  • Graphical Analysis of a Gage R&R Study
  • Variation
  • ANOVA with a Gage R&R Study
  • Gage Linearity and Bias Study
  • Attribute Agreement Analysis

CHAPTER NINE

Design of Experiments

  • Factorial Designs
  • Blocking and Incorporating Center Points
  • Fractional Factorial Designs
  • Response Optimization

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