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 SIX
Analysis of Variance (ANOVA)
Fundamentals of ANOVA
One-Way ANOVA
Two-Way ANOVA
CHAPTER TWO
Statistical Inference
Fundamentals of Statistical Inference
Sampling Distributions
Normal Distribution
CHAPTER SEVEN
Correlation and Regression
Relationship Between Two Quantitative Variables
Simple Regression
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 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
CHAPTER FIVE
Process Capability
Process Capability for Normal Data
Capability Indices
Process Capability for Nonnormal Data