| |
| |
| Acknowledgments | |
| |
| |
| |
| The Basics | |
| |
| |
| |
| Introduction | |
| |
| |
| Purpose | |
| |
| |
| Audience | |
| |
| |
| What This Book Is and Isn't | |
| |
| |
| How This Book Is Organized | |
| |
| |
| How to Use This Book | |
| |
| |
| Using JMP or JMP SE | |
| |
| |
| |
| Getting Started | |
| |
| |
| JMP and Your Computer | |
| |
| |
| Explaining JMP Terms | |
| |
| |
| Starting JMP | |
| |
| |
| Displaying a Simple Example | |
| |
| |
| Getting Help | |
| |
| |
| Exiting JMP | |
| |
| |
| |
| Using Data Tables | |
| |
| |
| Using Data Tables | |
| |
| |
| What Is a Data Table? | |
| |
| |
| Creating the Speeding Ticket Data Table | |
| |
| |
| Opening an Existing JMP Data Table | |
| |
| |
| Importing Data | |
| |
| |
| Understanding Data Tables | |
| |
| |
| Working with Columns | |
| |
| |
| Working with Rows | |
| |
| |
| Understanding Data Type and Modeling Type | |
| |
| |
| Ordering Values | |
| |
| |
| Adding Value Labels | |
| |
| |
| Printing a Data Table | |
| |
| |
| Sorting a Data Table | |
| |
| |
| Summary | |
| |
| |
| Exercises | |
| |
| |
| |
| Summarizing Data | |
| |
| |
| Checking Data for Errors | |
| |
| |
| Using Distribution for a Continuous Variable | |
| |
| |
| Using Distribution for Multiple Variables | |
| |
| |
| Interacting with Distribution Results | |
| |
| |
| Customizing Reports | |
| |
| |
| Summaries | |
| |
| |
| Exercises | |
| |
| |
| |
| Graphing Data and Printing Results | |
| |
| |
| Creating Custom Bar Charts | |
| |
| |
| Creating Treemaps | |
| |
| |
| Printing Results | |
| |
| |
| Saving Results to Journals | |
| |
| |
| Summaries | |
| |
| |
| Exercises | |
| |
| |
| |
| Statistical Background | |
| |
| |
| |
| Understanding Fundamental Statistical Concepts | |
| |
| |
| Populations and Samples | |
| |
| |
| The Normal Distribution | |
| |
| |
| Parametric and Nonparametric Statistical Methods | |
| |
| |
| Testing for Normality | |
| |
| |
| Building a Hypothesis Test | |
| |
| |
| Statistical and Practical Significance | |
| |
| |
| Summaries | |
| |
| |
| Exercises | |
| |
| |
| |
| Estimating the Mean | |
| |
| |
| Using One Number to Estimate the Mean | |
| |
| |
| Effect of Sample Size | |
| |
| |
| Effect of Population Variability | |
| |
| |
| The Distribution of Sample Averages | |
| |
| |
| Getting Confidence Intervals for the Mean | |
| |
| |
| Summaries | |
| |
| |
| Exercises | |
| |
| |
| |
| Comparing Groups | |
| |
| |
| |
| Comparing Two Groups | |
| |
| |
| Deciding between Independent and Paired Groups | |
| |
| |
| Summarizing Data from Two Independent Groups | |
| |
| |
| Summarizing Data from Paired Groups | |
| |
| |
| Building Hypothesis Tests to Compare Two Groups | |
| |
| |
| Performing the Two-Sample t-test | |
| |
| |
| Performing the Wilcoxon Rank Sum Test | |
| |
| |
| Enhancing the Two-Sample Graph | |
| |
| |
| Performing the Paired-Difference t-test | |
| |
| |
| Performing the Wilcoxon Signed Rank Test | |
| |
| |
| Summaries | |
| |
| |
| Exercises | |
| |
| |
| Special Topic: Paired Data in a Single Column | |
| |
| |
| |
| Comparing More Than Two Groups | |
| |
| |
| Summarizing Data from Multiple Groups | |
| |
| |
| Building Hypothesis Tests to Compare More Than Two Groups | |
| |
| |
| Performing a One-way Analysis of Variance | |
| |
| |
| Analysis of Variance with Unequal Variances | |
| |
| |
| Performing a Kruskal-Wallis Test | |
| |
| |
| Enhancing JMP Graphs | |
| |
| |
| Multiple Comparison Procedures | |
| |
| |
| Summarizing with an Example | |
| |
| |
| Summary | |
| |
| |
| Exercises | |
| |
| |
| |
| Fitting Lines to Data | |
| |
| |
| |
| Correlation and Regression | |
| |
| |
| Summarizing Multiple Continuous Variables | |
| |
| |
| Calculating Correlation Coefficients | |
| |
| |
| Performing Straight-Line Regression | |
| |
| |
| Fitting a Straight Line Using JMP | |
| |
| |
| Summarizing Straight-Line Regression | |
| |
| |
| Fitting Curves | |
| |
| |
| Regression with Two or More Independent Variables | |
| |
| |
| Summaries | |
| |
| |
| Exercises | |
| |
| |
| |
| Basic Regression Diagnostics | |
| |
| |
| Concepts in Plotting Residuals | |
| |
| |
| Creating Residuals Plots for the Energy Data | |
| |
| |
| Creating Residuals Plots for the Engine Data | |
| |
| |
| Using the Lack Of Fit Report | |
| |
| |
| Testing the Regression Assumption for Errors | |
| |
| |
| Summaries | |
| |
| |
| Exercises | |
| |
| |
| Special Topic: Leverage Plots | |
| |
| |
| |
| Data in Summary Tables | |
| |
| |
| |
| Creating and Analyzing Contingency Tables | |
| |
| |
| Defining Contingency Tables | |
| |
| |
| Summarizing Raw Data in Tables | |
| |
| |
| Creating a JMP Contingency Table from an Existing Summary Table | |
| |
| |
| Creating Contingency Tables for Several Variables | |
| |
| |
| Performing Tests for Independence | |
| |
| |
| Measures of Association with Ordinal Variables | |
| |
| |
| Summaries | |
| |
| |
| Exercises | |
| |
| |
| Special Topic: Statistical Summary Tables | |
| |
| |
| |
| Further Reading | |
| |
| |
| Statistics References | |
| |
| |
| JMP Documentation | |
| |
| |
| Index | |