The Analyst Application, Second Edition

Chapter 1: Overview

Figure 1.1: The Analyst Application with Explorer and Results Windows

Figure 1.2: Fitness Analysis Folder in Project Tree

Figure 1.3: Dependent and Explanatory Variables

Figure 1.4: Scatter Plot

Figure 1.5: Title

Figure 1.6: Simple Regression Output

Figure 1.7: Results in Project Tree

Figure 1.8: Scatter Plot

Figure 1.9: Code

Figure 1.10: Saving a Project

Figure 1.11: Project Tree

Figure 1.12: Data Table

Figure 1.13: Index

Figure 1.14: Toolbar

Figure 1.15: Help Menu

Figure 1.16: Table Styles

Chapter 2: The Data Table

Figure 2.1: The Data Table

Figure 2.2: Open Dialog

Figure 2.3: Select A Member Dialog

Figure 2.4: SQL QUERY TABLES Window

Figure 2.5: SQL QUERY COLUMNS Window

Figure 2.6: Open with Existing Query Window

Figure 2.7: Column Pop-up Menu

Figure 2.8: Move Columns Dialog

Figure 2.9: Hide Columns Dialog

Figure 2.10: Hold Columns Dialog

Figure 2.11: Sort Dialog

Figure 2.12: Delete Items Dialog

Figure 2.13: Column Properties Dialog

Figure 2.14: Row Pop-up Menu

Figure 2.15: Data Menu

Figure 2.16: Compute Dialog

Figure 2.17: Recode Ranges Information Dialog

Figure 2.18: Recode Ranges Dialog

Figure 2.19: Generate Random Variates from a Normal Distribution Dialog

Figure 2.20: Concatenate Tables by Rows Dialog

Figure 2.21: Merge Tables by Columns Dialog

Figure 2.22: Split Columns Dialog

Figure 2.23: Subset Dialog

Figure 2.24: Concatenate Tables by Rows Dialog

Figure 2.25: Interleave by Common Variables

Figure 2.26: Selected Columns for New Data Table

Figure 2.27: Combined Table

Figure 2.28: Opening the Combined Table

Figure 2.29: Recode Ranges Information Dialog

Figure 2.30: Boundary Values

Figure 2.31: Table with taste_test Column

Figure 2.32: Delete Rating Column

Figure 2.33: Taste_test Column Split by Sample

Figure 2.34: Split Columns Table

Figure 2.35: Save As Dialog

Figure 2.36: Save As Dialog

Chapter 3: Managing Results in Projects

Figure 3.1: New Project

Figure 3.2: Projects Dialog

Figure 3.3: Rename Dialog

Figure 3.4: Code Window

Figure 3.5: Code in Program Editor Window

Figure 3.6: Saving a Text File

Figure 3.7: Saving a Graphics File

Figure 3.8: Saving a Catalog Entry

Figure 3.9: Saving a Project Under Another Name

Figure 3.10: Fitness Project

Figure 3.11: Fitness Analysis and Class Variables

Figure 3.12: Histogram- Display Dialog

Figure 3.13: Color Attributes Dialog

Figure 3.14: Maximum Heart Rate Histograms

Figure 3.15: Project Tree with Histogram Folder

Figure 3.16: Save GIF File

Chapter 4: Customizing Your Session

Figure 4.1: Viewer Settings Dialog, Viewer Tab

Figure 4.2: Viewer Settings Dialog, Table Tab

Figure 4.3: Viewer Settings Dialog, Variables Tab

Figure 4.4: Viewer Settings Dialog, Output Tab

Figure 4.5: Graph Settings Dialog

Figure 4.6: Color Attributes Dialog

Figure 4.7: Point Symbols

Figure 4.8: Pattern Choices

Figure 4.9: Graphics Fonts Dialog

Figure 4.10: Save Options Button

Figure 4.11: Titles Dialog, Global Tab

Figure 4.12: Titles Dialog, Task Tab

Figure 4.13: Titles Dialog, Settings Tab

Figure 4.14: Wider Project Tree Window Setting

Figure 4.15: Open Data Files for Edit

Figure 4.16: Sort Candidate Variables by Alphabetical Order

Figure 4.17: Create HTML File of Results

Figure 4.18: HTML Results Node

Figure 4.19: Select Point and Line Display Color

Figure 4.20: Select Bar and Contour Rectangle Pattern

Figure 4.21: Specifying a Global Title

Chapter 5: Creating Graphs

Figure 5.1: Vertical Bar Chart Dialog

Figure 5.2: Number of Bars Tab

Figure 5.3: Bar Values Tab

Figure 5.4: Appearance Tab

Figure 5.5: Statistics Tab

Figure 5.6: Details Tab

Figure 5.7: Titles Dialog, Bar Chart Tab

Figure 5.8: Vertical Bar Chart- Variables Dialog

Figure 5.9: Chart and Grouping Variables

Figure 5.10: Number of Bars

Figure 5.11: Bar Values

Figure 5.12: Bar Outlines

Figure 5.13: Bar Appearance

Figure 5.14: Bar Chart Title

Figure 5.15: Global Title

Figure 5.16: Vertical Bar Chart

Figure 5.17: Pie Chart Dialog

Figure 5.18: Number of Slice Tab

Figure 5.19: Slice Values Tab

Figure 5.20: Labels Tab

Figure 5.21: Appearance Tab

Figure 5.22: Details Tab

Figure 5.23: Pie Chart Variable and Type

Figure 5.24: Number of Slices in Pie Chart

Figure 5.25: Statistic to Chart

Figure 5.26: Pie Chart Labels

Figure 5.27: Deselect Default Heading

Figure 5.28: Pie Chart Title

Figure 5.29: Global Title

Figure 5.30: 3-D Pie Chart

Figure 5.31: 2-D Scatter Plot Dialog

Figure 5.32: 2-D Scatter Plot- Display Dialog

Figure 5.33: 3-D Scatter Plot- Display Dialog

Figure 5.34: Titles Dialog, 3-D Scatter Plot Tab

Figure 5.35: Scatter Plot Variables

Figure 5.36: Display Options

Figure 5.37: Scatter Plot Title

Figure 5.38: Global Title

Figure 5.39: 2-D Scatter Plot

Chapter 6: Creating Reports

Figure 6.1: List Data Dialog

Figure 6.2: General Tab

Figure 6.3: Sum Tab

Figure 6.4: Titles Dialog, List Data Tab

Figure 6.5: List Data- Variables Dialog

Figure 6.6: Columns in Report

Figure 6.7: Use Column Labels as Column Headings

Figure 6.8: List Data Title

Figure 6.9: Exclude Date and Page Number

Figure 6.10: Data Listing

Figure 6.11: Reports Menu

Figure 6.12: First Report Style

Figure 6.13: Statistics Tab

Figure 6.14: Analysis Variables Tab

Figure 6.15: Summary Tab

Figure 6.16: Second Report Style

Figure 6.17: Row Classes Tab

Figure 6.18: Third Report Style

Figure 6.19: Fourth Report Style

Figure 6.20: Column Classes Tab

Figure 6.21: Fifth Report Style

Figure 6.22: Select the Fifth Report Style

Figure 6.23: Select a Column Class

Figure 6.24: Select an Analysis Variable

Figure 6.25: Select a Statistic

Figure 6.26: Select a Row Class

Figure 6.27: Report Layout

Figure 6.28: Include Summary Row

Figure 6.29: Type Missing Value Text

Figure 6.30: Add a Title

Figure 6.31: Suppress Date and Page Numbers

Figure 6.32: Display Report in Fifth Report Style

Chapter 7: Descriptive Statistics

Figure 7.1: Descriptive Menu

Figure 7.2: Frequency Counts Dialog

Figure 7.3: Frequency Counts- Plots Dialog

Figure 7.4: Frequency Counts- Project Tree

Figure 7.5: Frequency Counts- One-Way Frequencies of the Variable region

Figure 7.6: Frequency Counts- Horizontal Bar Chart by Region

Figure 7.7: Summary Statistics Dialog

Figure 7.8: Summary Statistics- Plots Dialog

Figure 7.9: Summary Statistics- Project Tree

Figure 7.10: Summary Statistics- Statistics for birth and death

Figure 7.11: Summary Statistics- Box-and-Whisker Plot for Birth Rate by Region

Figure 7.12: Distributions Dialog

Figure 7.13: Distributions- Plots Dialog

Figure 7.14: Distributions- Fit Dialog

Figure 7.15: Distributions- Project Tree

Figure 7.16: Distributions- Fitted Distributions Results

Figure 7.17: Distributions- Histogram for birth

Figure 7.18: Correlations Dialog

Figure 7.19: Correlations- Plots Dialog

Figure 7.20: Correlations- Project Tree

Figure 7.21: Correlations- Univariate Statistics

Figure 7.22: Correlations- Table of Correlations

Figure 7.23: Correlations- Scatter Plot with Confidence Ellipse

Chapter 8: Hypothesis Tests

Figure 8.1: Hypothesis Tests Menu

Figure 8.2: One-Sample t-Test Dialog

Figure 8.3: One-Sample t-Test- Tests Dialog

Figure 8.4: One-Sample t-Test- Plots Dialog

Figure 8.5: One-Sample t-Test- Output

Figure 8.6: One-Sample t-Test- t Distribution Plot

Figure 8.7: Paired t-test Dialog

Figure 8.8: Paired t-test- Plots Dialog

Figure 8.9: Paired t-test- Results

Figure 8.10: Paired t-test- Box-and-Whisker Plot

Figure 8.11: Paired t-test- Means Plot

Figure 8.12: Two-Sample Test for Proportions Dialog

Figure 8.13: Two-Sample Test for Proportions- Results

Figure 8.14: Two-Sample Test for Variances Dialog

Figure 8.15: Two-Sample Test for Variances- Plots Dialog

Figure 8.16: Two-Sample Test for Variances- Output

Figure 8.17: Two-Sample Test for Variances- Box-and-whisker Plot

Chapter 9: Table Analysis

Figure 9.1: Table Analysis Selection Menu

Figure 9.2: Data Set Bandaid in the Data Table

Figure 9.3: Table Analysis Task for Band-Aid Study

Figure 9.4: Statistics Dialog

Figure 9.5: Tables Dialog

Figure 9.6: Frequency Table for Bandaid Data

Figure 9.7: Chi-Square Statistics for Bandaid Data

Figure 9.8: Odds Ratio for Bandaid Data

Figure 9.9: Data Set Gym in the Data Table

Figure 9.10: Table Analysis Task for Health Club Study

Figure 9.11: Frequency Table for Gym Data

Figure 9.12: Chi-square Statistics for Gym Data

Figure 9.13: Statistics Dialog

Figure 9.14: Exact Test Results

Figure 9.15: Data Set Studybandaid in the Data Table

Figure 9.16: Table Analysis Task for Band-Aid Study

Figure 9.17: Frequency Table for Clinic A

Figure 9.18: Table Statistics for Clinic A

Figure 9.19: Frequency Table for Clinic B

Figure 9.20: Table Statistics for Clinic B

Figure 9.21: CMH Summary Table

Figure 9.22: Odds Ratio

Figure 9.23: Data Set Piano in the Data Table

Figure 9.24: Table Analysis Task for Music Study

Figure 9.25: Statistics Dialog

Figure 9.26: Piano Agreement Frequency Table

Figure 9.27: Measures of Agreement

Chapter 10: Analysis of Variance

Figure 10.1: Analysis of Variance Menu

Figure 10.2: Recoding Ranges Information- Defining the New Variable

Figure 10.3: Recoding Ranges- Defining the Values for the New Variable

Figure 10.4: One-Way ANOVA Dialog

Figure 10.5: One-Way ANOVA- Means Dialog

Figure 10.6: One-Way ANOVA- Plots Dialog

Figure 10.7: One-Way ANOVA- Analysis Results

Figure 10.8: One-Way ANOVA- Multiple Comparisons Results

Figure 10.9: One-Way ANOVA- Box-and-Whisker Plot

Figure 10.10: Nonparametric One-Way ANOVA- Main Dialog

Figure 10.11: Nonparametric One-Way ANOVA- Tests Dialog

Figure 10.12: Nonparametric One-Way ANOVA- Kruskal-Wallis Test Results

Figure 10.13: Nonparametric One-Way ANOVA- Ansari-Bradley Test Results

Figure 10.14: Factorial ANOVA Dialog

Figure 10.15: Factorial ANOVA- Model Dialog

Figure 10.16: Factorial ANOVA- Plots Dialog

Figure 10.17: Factorial ANOVA- Analysis Results

Figure 10.18: Factorial ANOVA- Means Plot

Figure 10.19: Linear Models Dialog

Figure 10.20: Linear Models- Model Dialog

Figure 10.21: Linear Models- Tests Dialog

Figure 10.22: Linear Models- Plots Dialog

Figure 10.23: Linear Models- ANOVA Results

Figure 10.24: Linear Models- Power Analysis

Figure 10.25: Linear Models- Observed Ozone Levels versus Predicted Values

Chapter 11: Regression

Figure 11.1: Regression Menu

Figure 11.2: Simple Linear Regression Dialog

Figure 11.3: Simple Linear Regression- Plots Dialog

Figure 11.4: Simple Linear Regression- Results

Figure 11.5: Simple Linear Regression- Scatter Plot with Regression Line

Figure 11.6: Linear Regression Dialog

Figure 11.7: Linear Regression- Statistics Dialog, Statistics Tab

Figure 11.8: Linear Regression- Statistics Dialog, Tests Tab

Figure 11.9: Linear Regression- Plots Dialog, Residual Tab

Figure 11.10: Linear Regression- ANOVA Table and Parameter Estimates

Figure 11.11: Linear Regression- Confidence Limits and Collinearity Analysis

Figure 11.12: Linear Regression- Plot of Studentized Residuals versus Predicted Values

Figure 11.13: Logistic Regression Dialog

Figure 11.14: Logistic Regression- Model Dialog, Model Tab

Figure 11.15: Logistic Regression- Model Dialog, Include Tab

Figure 11.16: Logistic Regression- Analysis Results

Figure 11.17: Logistic Regression- Analysis Results

Chapter 12: Sample Size and Power Calculations

Figure 12.1: Sample Size Menu

Figure 12.2: Sample Size Dialog for One-Sample t-test

Figure 12.3: Sample Size Dialog for One-Sample t-test

Figure 12.4: Sample Size Results for One-Sample t-test

Figure 12.5: Plot of Power versus Sample Size

Figure 12.6: Sample Size Dialog for Paired Confidence Interval

Figure 12.7: Completed Sample Size Dialog for Paired Confidence Interval

Figure 12.8: Sample Size Results for Paired Confidence Interval

Figure 12.9: Plot for Paired Confidence Interval

Figure 12.10: Sample Size Dialog for One-Sample Equivalence

Figure 12.11: Sample Size Dialog for One-Sample Equivalence

Figure 12.12: Results for One-Sample Equivalence

Figure 12.13: Sample Size Dialog for One-Way ANOVA

Figure 12.14: Sample Size Dialog for One-Way ANOVA

Figure 12.15: Results for Power Computations for One-Way ANOVA

Chapter 13: Multivariate Techniques

Figure 13.1: Multivariate Menu

Figure 13.2: Principal Components Dialog

Figure 13.3: Principal Components- Plots Dialog, Scree Plot Tab

Figure 13.4: Principal Components- Plots Dialog, Component Plot Tab

Figure 13.5: Principal Components- Simple Statistics and Correlations

Figure 13.6: Principal Components- Eigenvectors and Eigenvalues

Figure 13.7: Principal Components- Scree Plot

Figure 13.8: Principal Components- Scores and Component Loading Plot

Figure 13.9: Canonical Correlation Dialog

Figure 13.10: Canonical Correlation- Statistics Dialog, Canonical Analysis Tab

Figure 13.11: Canonical Correlation- Plots Dialog

Figure 13.12: Canonical Correlation- Correlations and Eigenvalues

Figure 13.13: Canonical Correlation- Correlation Coefficients

Figure 13.14: Canonical Correlation- Canonical Structure

Figure 13.15: Canonical Correlation- Plot of the First Canonical Variables

Chapter 14: Survival Analysis

Figure 14.1: Survival Analysis Menu

Figure 14.2: Life Tables Dialog

Figure 14.3: Life Tables- Plots Dialog

Figure 14.4: Life Tables- Project Tree

Figure 14.5: Life Tables- Results

Figure 14.6: Life Tables- Test for Equality over Strata

Figure 14.7: Life Tables- Survivor Distribution Plot

Figure 14.8: Proportional Hazards Dialog

Figure 14.9: Proportional Hazards- Results

Chapter 15: Mixed Models

Figure 15.1: Mixed Models Menu

Figure 15.2: Mixed Models Dialog

Figure 15.3: Mixed Models- Model Dialog

Figure 15.4: Mixed Models- Means Dialog

Figure 15.5: Mixed Models- Project Tree

Figure 15.6: Mixed Models- Model Information

Figure 15.7: Mixed Models- Covariance Estimates and Tests for Fixed Effects

Figure 15.8: Mixed Models- Least Squares Means

Figure 15.9: Mixed Model- Plots Dialog

Figure 15.10: Mixed Models- Project Tree

Figure 15.11: Mixed Models- Analysis Results

Figure 15.12: Mixed Models- Residuals Plot

Chapter 16: Repeated Measures

Figure 16.1: Repeated Measures Menu

Figure 16.2: Weightsmult Data

Figure 16.3: Stack Columns Dialog

Figure 16.4: Stack Columns- Project Tree

Figure 16.5: Recode Values Information Dialog

Figure 16.6: Recode Values Dialog

Figure 16.7: Weightsuni Data

Figure 16.8: Repeated Measures Dialog

Figure 16.9: Repeated Measures- Model Dialog, Subjects Tab

Figure 16.10: Repeated Measures- Model Dialog, Model Tab

Figure 16.11: Repeated Measures- Model Dialog, Repeated Tab

Figure 16.12: Repeated Measures- Model Dialog, Covariance Structure Tab

Figure 16.13: Repeated Measures- Project Tree

Figure 16.14: Repeated Measures- Model Information

Figure 16.15: Repeated Measures- Fitting Information

Figure 16.16: Repeated Measures- Tests for Fixed Effects

Figure 16.17: Repeated Measures- Model Dialog, Covariance Structure tab

Figure 16.18: Repeated Measures- Test for Fixed Effects for Autoregressive Covariance

Figure 16.19: Repeated Measures- Information Criteria Summary

Chapter 17: Details

Figure 17.1: Toolbars Tab

Figure 17.2: Customize Tab