Title: Minitab DeMYSTiFieD : [hard stuff made easy ; explains how to use this statistical analysis software, with coverage of Minitab 16 ; loaded with...
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Contents Acknowledgments Introduction
CHAPTER 1
2
1.3 1.4
Calculating Descriptive Statistics
1.5
1.8
Exploring Relationships between Variables Brushing Data Navigating with the Project Manager Creating a Report
1.9
Find Out More
24
Quiz
26
1.7
Analyzing and Comparing Variables with Graphs 2.1
2.2 2.3
CHAPTER 3
1
Loading Data into the Project Creating a Graph
1.6
CHAPTER 2
xiii
Getting Started with Minitab Statistical Software 1.1 Opening a New Minitab Project 1.2
Xi
Graphing the Distribution of One Variable Comparing Distributions of Multiple Variables
3 6 10 12 16 20 22
29 30 37
Graphs of Quantitative Y Versus Categorical X Variables
44
2.4
Graphing
50
2.5
Other
2.6
Find Out More
61
Quiz
63
Exploring
in Three Dimensions
Graphs in Minitab
57
the Minitab Environment Data Types in Minitab
65
3.1 3.2
Working
69
with Excel and Minitab
66
Viii
MINITAB DeMYSTlFleD
CHAPTER 4
3.3
Minitab Session Commands
74
3.4
Constants, Columns, and
77
3.5
File Types in Minitab
80
3.6
Menus in Minitab
80
3.7
Toolbars in Minitab
86
3.8
Customizing Minitab Quiz
88
Matrices
93
Selecting and Using Distribution Models in Minitab
4.5 4.6
Meet the Distributions
4.7
A Word
4.8
Find Out More
132
Quiz
134
4.2 4.3 4.4
CHAPTER 5
97
Graphing Probability Mass Functions and Density Functions Probability and Quantile Calculations Generating Random Numbers Selecting a Distribution Model Selecting a Normalizing Transformation
4.1
Making 5.1
5.3
CHAPTER 6
116 123 131
Decisions with Intervals
137
Confidence, Prediction, and
Calculating Confidence
138 Intervals
Prediction Intervals
142
Calculating Calculating Tolerance Intervals
156
5.4 5.5
Find Out More
164
Quiz
166
Testing Hypotheses 6.1 6.2 6.3 6.4
CHAPTER 7
111
128
of Caution
Tolerance Intervals 5.2
98 104
169
Hypothesis Testing Demystified Using the Hypothesis Tests Assistant Testing Hypotheses Using the
170
Traditional Menus
188
Find Out More
195
Quiz
196
Calculating Sample Size 7.1
159
the
174
199 201
7.2
Asking Right Question Calculating Sample Size for Estimating Parameters Calculating Sample Size for Hypothesis Tests
203
7.3
Quiz
219
210
Contents
CHAPTER 8
Fitting Regression Models 8.1 Fitting a Polynomial Model Fitting
8.3
Diagnosing Regression
8.4
Fitting Nonlinear Regression Models Fitting Models with Categorical Response
8.6
9.2 9.3 9.4 9.5 9.6 9.7 9.8
9.9
Many
Predictor Variables
Problems
10.5 10.6
10.7 10.8
11.2 11.3
253
Variables
256
Find Out More
261
Quiz
263
265
Optimizing a System with DOE Creating a Design from an Existing File Analyzing Variation as a Response Removing the Effects of Extraneous Variables Planning an Experiment with Many Factors and
268
Few Runs
297
with
Factors
287 290
294
Experimenting Hard-to-Change Designing and Analyzing Response Surface Designs Designing and Analyzing Experiments with
310
Mixtures
327
Find Out More
336
Quiz
337
R&R Studies for Destructive Testing
Gage Analyzing More Complex Gage R&R Studies Analyzing Agreement in Attribute Measurement Systems Bias and
Repeatability
315
339 343
346 361 362 365 369
of Attribute
Measurements
375
Find Out More
378
Quiz
379
Control 11.1
237 247
Assessing Measurement Systems 10.1 Conducting a Simple Gage Study 10.2 Setting Up and Analyzing a Crossed Gage R&R Study 10.3 Assessing Linearity and Bias 10.4
CHAPTER 11
a
Designing and Analyzing Experiments 9.1
CHAPTER 10
225
8.2
8.5
CHAPTER 9
Model with
223
Charting Making Decisions with
381 Control Charts
Creating Control Charts for Subgrouped Data Creating Control Charts for Individual Data
