Analyzing and Interpreting Continuous Data Using JMP:: A Step-by-Step Guide

Using This Book......Page 16
1.1 Origins of This Book......Page 17
1.3 Audience......Page 18
1.5 What's Unique About This Book?......Page 19
1.6 Chapter Contents......Page 20
1.7 Chapter Layout......Page 23
1.8 Step-by-Step Analysis Instructions......Page 25
1.9 JMP Software......Page 27
1.10 Scope......Page 30
1.11 Typographical Conventions......Page 32
1.12 References......Page 36
Overview of Statistical Concepts and Ideas......Page 38
2.1 Why Statistics?......Page 39
2.2 Measurement Scales, Modeling Types, and Roles......Page 43
2.3 Statistical Inference: From a Sample to a Population......Page 49
2.4 Descriptive Statistics and Graphical Displays......Page 59
2.5 Quantifying Uncertainty: Common Probability Distributions......Page 70
2.6 Useful Statistical Intervals......Page 80
2.7 Overview of Tests of Significance......Page 89
2.9 References......Page 94
Characterizing the Measured Performance of a Material, Process, or Product......Page 96
3.1 Problem Description......Page 97
3.2 Key Questions, Concepts, and Tools......Page 98
3.3 Overview of Exploratory Data Analysis......Page 100
3.4 Step-by-Step JMP Analysis Instructions......Page 119
3.5 Summary......Page 163
3.6 References......Page 164
Comparing the Measured Performance of a Material, Process, or Product to a Standard......Page 166
4.1 Problem Description......Page 167
4.2 Key Questions, Concepts, and Tools......Page 168
4.3 Overview of One-Sample Tests of Significance......Page 170
4.4 Step-by-Step JMP Analysis Instructions......Page 196
4.5 Testing Equivalence to a Standard......Page 228
4.7 References......Page 230
Comparing the Measured Performance of Two Materials, Processes, or Products......Page 232
5.1 Problem Description......Page 233
5.2 Key Questions, Concepts, and Tools......Page 234
5.3 Overview of Two-Sample Significance Test......Page 236
5.4 Step-by-Step JMP Analysis Instructions......Page 263
5.5 Testing Equivalence of Two Materials, Processes, or Products......Page 301
5.6 Summary......Page 304
5.7 References......Page 305
Comparing the Measured Performance of Several Materials Processes, or Products......Page 306
6.1 Problem Description......Page 307
6.2 Key Questions, Concepts, and Tools......Page 308
6.3 Overview of One-way ANOVA......Page 310
6.4 Step-by-Step JMP Analysis Instructions......Page 346
6.5 Testing Equivalence of Three or More Populations......Page 380
6.6 Summary......Page 382
6.7 References......Page 383
Characterizing Linear Relationships between Two Variables......Page 384
7.1 Problem Description......Page 385
7.2 Key Questions, Concepts, and Tools......Page 386
7.3 Overview of Simple Linear Regression......Page 388
7.4 Step-by-Step JMP Analysis Instructions......Page 432
7.5 Einstein's Data: The Rest of the Story
......Page 468
7.6 Summary......Page 472
7.7 References......Page 474
Praise from the Experts......Page 2
Index......Page 476