The
Simulation
The Two Factor Simulation
The 22
Factorial
The Interactions
The Interaction Plot
Calculating the Interaction
Coded Factors
Coded Factor Calculations
Regression Equation
Coded to Physical
Conversion
The Response Surface
The Bald Tires Activity
Marginal Average Graphs
Battery Filling Case
Study
::
FULL
FACTORIAL DESIGN
Using
Three Factors
The Coded Factor Matrix
The Balanced Matrix
Randomization
Creating the Minitab
Design
Collecting the Results
Analyzing the Minitab
Design
The Session Window
Analysis
The Factorial Plots
The Coded Factor Matrix
in Minitab
Five Factors
Catapult Case Study
::
FRACTIONAL
FACTORIAL DESIGN
Fractional
Factorials
The Aliases
Example
The Defining Relation
Design Resolution
The 25-2
Design
The aliases of the
25-2 Design
Exercise
Foldover Designs with
Minitab
Adding the Data
Analyzing the Design
Exercise
Review of Fractional
Factorials
Examples
::
HYPOTHESIS
TESTS
The
Simulation
The Mean of a Sample
Hypothesis Tests
Calculating the p-Value
Hypothesis Test Misconceptions
Type I and Type II
Errors
Power
Two Sided Tests
The t-Distribution
Sample Size
Comparing two Processes
Paired t-Test
::
SINGLE FACTORS
EXPERIMENTS
The Simulation
Sum of Squares
Interpreting the Sum
of Squares
The F Test
The Mean Square
Calculating the F
Statistic
Using Minitab
Case Study
Residual Analysis
Residual vs Fits
Examples
::
ANALYZING
EXPERIMENTS
ANOVA
and Factorial Designs
The t-test and Factorial
Designs
Number of Replications
and Power
The Three Factor
Design
Interpreting the
P-Values
Unusual Observations
Fitting the Model
Transformations
Identifying the
Need
Applying the Transform
Selecting a Transform
Exercise
Screening Designs
Collecting the Data
The Analysis
Optimizing the Response
Response Optimizer
Plackett-Burman
Designs
Plackett-Burman
Exercise
Case Study
