SCREENING DESIGNS
STEP 1: CREATE DESIGN
Input Dialog Boxes
Design Summary
Worksheet
Alias Structure
STEP 2: OPTIMIZE DESIGN
STEP 3: PERFORM THE EXPERIMENT
STEP 4: ANALYZE DESIGN
Data Input Dialog Box
Analysis Summary
Main Effects Plot
Pareto Chart
Interaction Plots
Normal Probability Plot
ANOVA Table
Simplifying the Model
Regression Coefficients
Predictions
Response Plots - Surface Plots
Response Plots - Contour Plots
Response Plots - Square Plot
Response Plots - Cube Plot
Optimization
FRACTIONAL FACTORIAL DESIGNS
Example
Design Summary
Alias Structure
Worksheet
Pareto Chart
Half-Normal Plot
Augmenting the Design
Design Summary
Pareto Chart
Half-Normal Plot
RESPONSE SURFACE DESIGNS
FIRST DESIGN - TWO-LEVEL FACTORIAL WITH REPLICATED CENTERPOINT
Design Summary
Worksheet
Analysis Summary
Pareto Chart
Simplified Model
Lack-of-Fit Test
Response Surface Plot
Contour Plot
Path of Steepest Ascent
SECOND DESIGN - CENTRAL COMPOSITE DESIGN
Design Creation
Design Options
Design Summary
Worksheet
Analysis Summary
Standardized Pareto Chart
Regression Coefficients
Surface Plot
Optimization
Contour Plot
BOX-BEHNKEN DESIGNS
DRAPER-LIN DESIGNS
MIXTURE DESIGNS
Design Creation
Mixture Design Options
Design Summary
Worksheet
Analysis Summary
Model Results
Surface Plot
Contour Plot
MULTIPLE RESPONSE OPTIMIZATION
Sample Data
Step 1: Model Each Response
Step 2: Optimize Responses Separately
Step 3: Multiple Response Optimization
Desirability Functions
Analysis Options
Analysis Summary
Optimization
Response Plot
Overlaid Contour Plots
MULTILEVEL FACTORIAL DESIGNS
CREATE MULTILEVEL DESIGN
ADD EXISTING RUNS TO BOTTOM OF DESIGN
OPTIMIZE DESIGN
Analysis Summary
Worksheet
INNER/OUTER ARRAYS
CREATE DESIGN
Response
Orthogonal Arrays
Column Assignments
Experimental Factors
Worksheet
ANALYZE DESIGN
Standardized Pareto Chart
Main Effects Plot
DESIGNS FOR CATEGORICAL FACTORS
SINGLE FACTOR CATEGORICAL DESIGNS
Design Creation
Design Creation
Worksheet
Scatterplot
ANOVA Table
Graphical ANOVA
Table of Means
Means Plot
Multiple Range Tests
Variance Check
Residuals versus Factor Levels
MULTIFACTOR ANOVA
Design Creation
Worksheet
ANOVA Table
Means Plot
Interaction Plot
VARIANCE COMPONENT DESIGNS
Design Creation
Analysis Summary
REFERENCES
REGRESSION ANALYSIS WITH ONE PREDICTOR
SIMPLE REGRESSION
Data Input Dialog Box
Analysis Summary
Plot of Fitted Model
Lack-of-Fit Test
Residuals versus X
Comparison of Alternate Models
Nonlinear Model - Analysis Summary
Nonlinear Model - Fitted Model Plot
Forecasts
Unusual Residuals
POLYNOMIAL REGRESSION
Analysis Summary
Plot of Fitted Model
Conditional Sums of Squares
BOX-COX TRANSFORMATIONS
Analysis Summary
Plot of Fitted Model
CALIBRATION MODELS
Data Input Dialog Box
Plot of Fitted Model
Saving the Model Statistics
COMPARISON OF REGRESSION LINES
Data Input Dialog Box
Fitted Model Plot
Analysis Summary
Conditional Sums of Squares
REGRESSION ANALYSIS WITH MORE THAN ONE PREDICTOR
MULTIPLE REGRESSION
Data Input Dialog Box
Analysis Summary
Residuals versus Row Number
Reports
Stepwise Regression
Dealing with Autocorrelation
REGRESSION MODEL SELECTION
Data Input Dialog Box
Analysis Summary
Best Adjusted R-Squared
Best Adjusted R-Squared Plot
NONLINEAR REGRESSION
Data Input Dialog Box
Analysis Summary
Plot of Fitted Model
REGRESSION MODELS FOR COUNTS AND PROPORTIONS
LOGISTIC REGRESSION
Data Input Dialog Box
Statistical Model
Analysis Summary
Plot of Fitted Model
Unusual Residuals
POISSON REGRESSION
Data Input Dialog Box
Statistical Model
Analysis Summary
Plot of Fitted Model
ONEWAY ANOVA
Data Input Dialog Box
Scatterplot
ANOVA Table
Means Plot
Multiple Range Tests
Variance Check
Graphical ANOVA
MULTIFACTOR ANOVA
Data Input Dialog Box
Analysis Options
ANOVA Table
Means Plot
Graphical ANOVA
Interaction Plot
VARIANCE COMPONENTS ANALYSIS
Mathematical Model
Data Input Dialog Box
Analysis Summary
Variance Component Plot
Component Deviation Plot
GENERAL LINEAR MODELS
Data Input Dialog Box
Model Specification
Analysis Summary
Means Plot
Interaction Plot
REFERENCES
SUMMARIZING DATA
RUN CHART
Data Input Dialog Box
Run Chart
Analysis Summary
MULTIPLE VARIABLE ANALYSIS
Summary Statistics
CONTROL CHARTS - BASICS
X-BAR AND R CHARTS
Data Input Dialog Box
Analysis Summary
X-Bar Chart
R Chart
X-bar Chart with Warning Limits
X-bar Chart with EWMA
Runs Tests
Tolerance Chart
Control to Standard
ARL Curve
X-BAR AND S CHARTS
INDIVIDUALS CHARTS
Data Input Dialog Box
Analysis Summary
X-Chart
Moving Range Chart
CONTROL CHARTS FOR NONNORMAL DATA
ATTRIBUTES CHARTS
Data Input Dialog Box
Analysis Summary
P-Chart
Plotting Data in Segments
Excluding Points
Normalized Charts
PROCESS CAPABILITY ANALYSIS
CAPABILITY ANALYSIS FOR INDIVIDUALS OR SUBGROUPS
Data Input Dialog Box
Analysis Summary
Capability Plot
Capability Indices
Probability Plot
Tests for Normality
Normal Tolerance Limits
CAPABILITY ANALYSIS FOR NONNORMAL DATA
Nonnormal Capability Indices
Comparison of Alternative Distributions
Power Transformations
REPEATABILITY AND REPRODUCIBILITY
Data Setup - Data Input Dialog Box
Average and Range Method - Data Input Dialog Box
Analysis Summary
Tolerance Analysis
Operator and Part Plot
R&R Plot
ANOVA Method
Range Method
PARETO ANALYSIS
Data Input Dialog Box
Analysis Summary
Frequency Table
Pareto Chart
Cumulative Pareto Chart
CAPABILITY ANALYSIS FOR ATTRIBUTES
PERCENT DEFECTIVE
Data Input Dialog Box
Analysis Summary
Capability Plot
DEFECTS PER UNIT
Data Input Dialog Box
Analysis Summary
Capability Plot
GAGE LINEARITY AND ACCURACY
Sample Data
Data Input Dialog Boxes
Linearity Plot & Accuracy Plot
Analysis Summary
GAGE STUDIES FOR ATTRIBUTES
RISK ANALYSIS METHOD
Sample Data
Data Input Dialog Boxes
Analysis Summary
Operators Summary Table
Interrater Comparison
Agreement Plot
ANALYTIC METHOD
Sample Data
Data Input Dialog Box
Probability Plot
Analysis Summary
Gage Performance Plot
SIGNAL THEORY METHOD
Sample Data
Data Input Dialog Box
Signal Theory Plot
ADVANCED CONTROL CHARTS
MOVING AVERAGE CHARTS
Data Input Dialog Box
Analysis Summary
Moving Average Chart
EWMA CHARTS
EWMA Chart
ARL Curves
CUSUM CHARTS
Cumulative Sum Chart with V-Mask
Cumulative Sum Chart with H-K Limits
MULTIVARIATE CHART
Data Input Dialog Box
Multivariate Control Chart
ARIMA CHARTS
ARIMA Models
Autocorrelation Function
ARIMA Chart
Analysis Options
Residual Charts
TOOLWEAR CHARTS
Analysis Summary
ACCEPTANCE CONTROL CHARTS
Analysis Options
CUSCORE CHARTS
Sample Data
Analysis Options
Cuscore Chart
REFERENCES
DESCRIPTIVE METHODS
Data Input Dialog Box
Analysis Summary
Time Sequence Plot
Vertical Time Sequence Plot
Autocorrelations
Analysis Options
Partial Autocorrelations
Periodogram
Tests for Randomness
Crosscorrelations
SMOOTHING
Data Input Dialog Box
Analysis Options
SEASONAL DECOMPOSITION
Data Input Dialog Box
Trend-Cycle
Seasonal Indices
Irregular Component
Seasonally Adjusted Data
Seasonal Subseries Plot
FORECASTING
USER-SPECIFIED MODELS
Data Input Dialog Box
Analysis Options
Box-Jenkins Approach to Fitting ARIMA Models
Forecasts
Model Comparisons
Residual Plots
AUTOMATIC FORECASTING
Analysis Options
Model Comparisons
Forecast Plot
REFERENCES
