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by SAS Institute
JMP 13 Basic Analysis
Contents
Learn about JMP
Documentation and Additional Resources
Formatting Conventions
JMP Documentation
JMP Documentation Library
JMP Help
Additional Resources for Learning JMP
Tutorials
Sample Data Tables
Learn about Statistical and JSL Terms
Learn JMP Tips and Tricks
Tooltips
JMP User Community
JMPer Cable
JMP Books by Users
The JMP Starter Window
Technical Support
Introduction to Basic Analysis
Overview of Fundamental Analysis Methods
Distributions
Using the Distribution Platform
Overview of the Distribution Platform
Categorical Variables
Continuous Variables
Example of the Distribution Platform
Launch the Distribution Platform
The Distribution Report
Histograms
Resize Histogram Bars for Continuous Variables
Highlight Bars and Select Rows
Specify Your Selection in Multiple Histograms
The Frequencies Report
The Quantiles Report
The Summary Statistics Report
Description of the Summary Statistics Report
Additional Summary Statistics
Summary Statistics Options
Distribution Platform Options
Options for Categorical Variables
Display Options Submenu for Categorical Variables
Histogram Options Submenu for Categorical Variables
Save Submenu for Categorical Variables
Options for Continuous Variables
Display Options Submenu for Continuous Variables
Histogram Options Submenu for Continuous Variables
Normal Quantile Plot
Outlier Box Plot
Quantile Box Plot
Stem and Leaf
CDF Plot
Test Mean
Description of the Test Mean Report
Descriptions of the Test Mean Options
Test Std Dev
Test Equivalence
Confidence Intervals for Continuous Variables
Save Commands for Continuous Variables
Prediction Intervals
Tolerance Intervals
Capability Analysis
Description of the Capability Analysis Window
Description of the Capability Analysis Report
Description of the Capability Analysis Options
Fit Distributions
Continuous Fit
Comparing All Distributions
Discrete Fit
Fit Distribution Options
Diagnostic Plot
Goodness of Fit
Spec Limits
Additional Examples of the Distribution Platform
Example of Selecting Data in Multiple Histograms
Examples of the Test Probabilities Option
Example of Prediction Intervals
Example of Tolerance Intervals
Example of Capability Analysis
Statistical Details for the Distribution Platform
Standard Error Bars
Quantiles
Summary Statistics
Mean
Std Dev
Std Err Mean
Skewness
Kurtosis
Normal Quantile Plot
Wilcoxon Signed Rank Test
Standard Deviation Test
Normal Quantiles
Saving Standardized Data
Prediction Intervals
Tolerance Intervals
One-Sided Interval
Two-Sided Interval
Capability Analysis
Capability Index Definitions
Continuous Fit Distributions
Normal
LogNormal
Weibull, Weibull with Threshold, and Extreme Value
Exponential
Gamma
Beta
Normal Mixtures
Smooth Curve
Johnson Su, Johnson Sb, Johnson Sl
Generalized Log (Glog)
All
Discrete Fit Distributions
Poisson
Gamma Poisson
Binomial
Beta Binomial
Fitted Quantiles
Fit Distribution Options
Goodness of Fit
Set Spec Limits for K Sigma
Introduction to Fit Y by X
Examine Relationships Between Two Variables
Overview of the Fit Y by X Platform
Launch the Fit Y by X Platform
Launch Specific Analyses from the JMP Starter Window
Bivariate Analysis
Examine Relationships between Two Continuous Variables
Example of Bivariate Analysis
Launch the Bivariate Platform
The Bivariate Plot
Fitting Commands and Options
Fit Mean Options
Fitting Command Categories
Fit the Same Command Multiple Times
Histogram Borders
Fit Mean
Fit Mean Report
Fit Line and Fit Polynomial
Linear Fit and Polynomial Fit Reports
Summary of Fit Report
Lack of Fit Report
Analysis of Variance Report
Parameter Estimates Report
Fit Special
Fit Special Reports and Menus
Transformed Fit Report
Flexible
Fit Spline
Smoothing Spline Fit Report
Kernel Smoother
Local Smoother Report
Fit Each Value
Fit Each Value Report
Fit Orthogonal
Fit Orthogonal Options
Orthogonal Regression Report
Robust
Fit Robust
Fit Cauchy
Density Ellipse
Correlation Report
Nonpar Density
Nonparametric Bivariate Density Report
Group By
Fitting Menus
Fitting Menu Options
Options That Apply to Most Fits
Options That Apply to Multiple Fits
Options That Apply to Bivariate Normal Ellipse
Options That Apply to Quantile Density Contours
Diagnostics Plots
Additional Examples of the Bivariate Platform
Example of the Fit Special Command
Example Using the Fit Orthogonal Command
Example Using the Fit Robust Command
Example of Group By Using Density Ellipses
Example of Group By Using Regression Lines
Statistical Details for the Bivariate Platform
Fit Line
Fit Spline
Fit Orthogonal
Summary of Fit Report
Lack of Fit Report
Parameter Estimates Report
Smoothing Fit Reports
Correlation Report
Oneway Analysis
Examine Relationships between a Continuous Y and a Categorical X Variable
Overview of Oneway Analysis
Example of Oneway Analysis
Launch the Oneway Platform
The Oneway Plot
Oneway Platform Options
Display Options
Quantiles
Outlier Box Plots
Means/Anova and Means/Anova/Pooled t
The Summary of Fit Report
The t-test Report
The Analysis of Variance Report
The Means for Oneway Anova Report
The Block Means Report
Mean Diamonds and X-Axis Proportional
Mean Lines, Error Bars, and Standard Deviation Lines
Analysis of Means Methods
Analysis of Means for Location
ANOM
ANOM with Transformed Ranks
Analysis of Means for Scale
ANOM for Variances
ANOM for Variances with Levene (ADM)
ANOM for Ranges
Analysis of Means Charts
Analysis of Means Options
Compare Means
Using Comparison Circles
Each Pair, Student’s t
All Pairs, Tukey HSD
With Best, Hsu MCB
Confidence Quantile
Comparison with Max and Min
LSD Threshold Matrix
With Control, Dunnett’s
Compare Means Options
Nonparametric Tests
The Wilcoxon, Median, and Van der Waerden Test Reports
2-Sample Test, Normal Approximation
1-Way Test, ChiSquare Approximation
2-Sample, Exact Test
Kolmogorov-Smirnov Two-Sample Test Report
Kolmogorov-Smirnov Asymptotic Test
Kolmogorov-Smirnov Exact Test
Nonparametric Multiple Comparisons
Nonparametric Multiple Comparisons Procedures
Wilcoxon Each Pair, Steel-Dwass All Pairs, and Steel with Control
Dunn All Pairs for Joint Ranks and Dunn with Control for Joint Ranks
Unequal Variances
Tests That the Variances Are Equal Report
Description of the Variances Are Equal Report
Description of the Welch’s Test Report
Equivalence Test
Robust
Robust Fit
Cauchy Fit
Power
Power Details Window and Reports
Normal Quantile Plot
CDF Plot
Densities
Matching Column
Additional Examples of the Oneway Platform
Example of an Analysis of Means Chart
Example of an Analysis of Means for Variances Chart
Example of the Each Pair, Student’s t Test
Example of the All Pairs, Tukey HSD Test
Example of the With Best, Hsu MCB Test
Example of the With Control, Dunnett’s Test
Example Contrasting All of the Compare Means Tests
Example of the Nonparametric Wilcoxon Test
Example of the Unequal Variances Option
Example of an Equivalence Test
Example of the Robust Fit Option
Example of the Power Option
Example of a Normal Quantile Plot
Example of a CDF Plot
Example of the Densities Options
Example of the Matching Column Option
Example of Stacking Data for a Oneway Analysis
Description and Goals
Import the Data
Stack the Data
Conduct the Oneway Analysis
Statistical Details for the Oneway Platform
Comparison Circles
Power
Summary of Fit Report
Tests That the Variances Are Equal
Nonparametric Test Statistics
Two-Sample Normal Approximations
One-Way ChiSquare Approximations
Contingency Analysis
Examine Relationships between Two Categorical Variables
Example of Contingency Analysis
Launch the Contingency Platform
The Contingency Report
Contingency Platform Options
Mosaic Plot
Context Menu
Contingency Table
Description of the Contingency Table
Tests
Description of the Tests Report
Fisher’s Exact Test
Analysis of Means for Proportions
Correspondence Analysis
Understanding Correspondence Analysis Plots
Correspondence Analysis Options
The Details Report
Cochran-Mantel-Haenszel Test
Agreement Statistic
Relative Risk
Two Sample Test for Proportions
Measures of Association
Cochran Armitage Trend Test
Exact Test
Additional Examples of the Contingency Platform
Example of Analysis of Means for Proportions
Example of Correspondence Analysis
Example of a Cochran Mantel Haenszel Test
Example of the Agreement Statistic Option
Example of the Relative Risk Option
Example of a Two Sample Test for Proportions
Example of the Measures of Association Option
Example of the Cochran Armitage Trend Test
Statistical Details for the Contingency Platform
Agreement Statistic Option
Odds Ratio Option
Tests Report
Details Report in Correspondence Analysis
Logistic Analysis
Examine Relationships between a Categorical Y and a Continuous X Variable
Overview of Logistic Regression
Nominal Logistic Regression
Ordinal Logistic Regression
Example of Nominal Logistic Regression
Launch the Logistic Platform
Data Structure
The Logistic Report
Logistic Plot
Iterations
Whole Model Test
Parameter Estimates
Covariance of Estimates
Logistic Platform Options
ROC Curves
Save Probability Formula
Inverse Prediction
Additional Examples of Logistic Regression
Example of Ordinal Logistic Regression
Additional Example of a Logistic Plot
Example of ROC Curves
Example of Inverse Prediction Using the Crosshair Tool
Example of Inverse Prediction Using the Inverse Prediction Option
Statistical Details for the Logistic Platform
Whole Model Test Report
Tabulate
Create Summary Tables Interactively
Example of the Tabulate Platform
Launch the Tabulate Platform
Use the Dialog
Add Statistics
Change Numeric Formats
The Tabulate Output
Analysis Columns
Grouping Columns
Column and Row Tables
Edit Tables
Delete Items
Remove Column Labels
Edit Statistical Key Words and Labels
Tabulate Platform Options
Show Test Build Panel
Right-Click Menu for Columns
Additional Examples of the Tabulate Platform
Example of Combining Columns into a Single Table
Example Using a Page Column
Simulate
Answer Challenging Questions with Parametric Resampling
Overview of Simulate
Examples That Use Simulate
Construct an Accurate Confidence Interval for Variance Components
Construct the Design
Fit the Model
Explore Power
Conduct a Permutation Test
Define the Simulation Formula
Perform the Permutation Test
Explore Retaining a Factor in Generalized Regression
Fit the Model
Reduce the Model
Explore the Inclusion of Blend Speed in the Model
Conduct Prospective Power Analysis for a Nonlinear Model
Construct the Design
Define Simulated Responses
Fit the Generalized Linear Model
Explore Power
Launch the Simulate Window
The Simulate Window
The Simulate Table
Simulated Power Report
Bootstrapping
Approximate the Distribution of a Statistic through Resampling
Overview of Bootstrapping
Example of Bootstrapping
Bootstrapping Window Options
Stacked Results Table
Unstacked Bootstrap Results Table
Analysis of Bootstrap Results
Additional Example of Bootstrapping
Statistical Details for Bootstrapping
Calculation of Fractional Weights
Bias-Corrected Percentile Intervals
Text Explorer
Explore Unstructured Text in Your Data
Text Explorer Platform Overview
Text Processing Steps
Example of the Text Explorer Platform
Launch the Text Explorer Platform
Customize Regex: Regular Expression Editor
The Text Explorer Report
Summary Counts Report
Term and Phrase Lists
Actions for Terms and Phrases
Text Explorer Platform Options
Text Preparation Options
Word Cloud Options
Term Options Management Windows
Text Analysis Options
Singular Value Decomposition Specifications Windows
Save Options
Document Term Matrix Specifications Window
Report Options
Latent Class Analysis
Latent Semantic Analysis (SVD)
SVD Plots Report
Topic Analysis
Topic Words Report
Topic Scores Report
Additional Example of the Text Explorer Platform
Statistical Details
Basic Analysis
Platforms That Support Validation
References
Index
Basic Analysis
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Bootstrapping
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Overview of Bootstrapping
Contents
Overview of Bootstrapping
Example of Bootstrapping
Bootstrapping Window Options
Stacked Results Table
Unstacked Bootstrap Results Table
Analysis of Bootstrap Results
Additional Example of Bootstrapping
Statistical Details for Bootstrapping
Calculation of Fractional Weights
Bias-Corrected Percentile Intervals
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