Basic Analysis and Graphing - SAS

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252 Bootstrapping Chapter 9 Unstacked Results Table Figure 9.5 Stacked Results Table Note the following about the stacked results table: • The data table columns used in the analysis appear in the table. • The results table includes every element in the platform report that you are bootstrapping. In this example, the report is the Parameter Estimates report from a Bivariate model in Fit Y by X. The elements are Term, Bias, Estimate, Std Error, t Ratio, Prob>|t|. • The BootID• column identifies the iteration of the bootstrap process. The rows where BootID• = 0 correspond to the original estimates. Those rows are marked with an X and have the excluded row state. If you selected the Split Selected Column option, an unstacked results table also appears. See “Unstacked Results Table” on page 252. Unstacked Results Table When you right-click a report column and select Bootstrap, select Split Selected Column to create a data table of unstacked results. The report item that you right-click on is the one that gets unstacked into a separate table. For example, in Figure 9.6, the Estimate column from Figure 9.5 is split into two columns (Displacement and Intercept), one for each level of Term. Figure 9.6 Unstacked Results Table The BootID• column identifies the iteration of the bootstrap process. The row where BootID• = 0 correspond to the original estimates. That row is marked with an X and has the excluded row state.
Chapter 9 Bootstrapping 253 Analysis of Bootstrap Results Analysis of Bootstrap Results Once you have the bootstrap results, you can analyze them using the Distribution platform. Select Analyze > Distribution and then assign the columns of interest to the appropriate roles. The Distribution platform searches for a BootID• column to produce the Bootstrap Confidence Limits report (Figure 9.7). Figure 9.7 Bootstrap Confidence Limits Report The Bootstrap Confidence Limits report shows the following quantiles of the bootstrap results: Coverage Pct Lower Pct Upper percentage associated with the quantile the 100((1-p)/2)th quantile of the bootstrap results, where p is the Coverage value the 100(p + (1-p)/2)th quantile of the bootstrap results, where p is the Coverage value Original Estimate estimate of the statistic using the original data For more information about interpreting the Bootstrap Confidence Limits report, see “Example of Bootstrapping” on page 249.
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Version 10 Basic Analysis and Graph
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USE, DATA OR PROFITS, WHETHER IN AN
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6 Options for Categorical Variables
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8 Nonparametric Bivariate Density R
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10 Example of the Power Option . .
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12 Statistical Details for the Logi
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14 Use Categorical Variables . . .
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16 Control Animation for Dynamic Bu
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18 Launch the Scatterplot Matrix Pl
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Contents Book Conventions. . . . .
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22 Learn about JMP Chapter 1 Book C
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24 Learn about JMP Chapter 1 Book C
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26 Learn about JMP Chapter 1 Additi
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28 Learn about JMP Chapter 1 Additi
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Contents Overview of the Distributi
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32 Performing Univariate Analysis C
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Contents Overview of the Fit Y by X
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90 Introduction to the Fit Y by X P
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Contents Example of Bivariate Analy
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94 Performing Bivariate Analysis Ch
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100 Performing Bivariate Analysis C
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Contents Overview of Oneway Analysi
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130 Performing Oneway Analysis Chap
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Contents Example of Contingency Ana
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186 Performing Contingency Analysis
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Page 202 and 203: 202 Performing Contingency Analysis
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302 Interactive Data Visualization
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Contents Example of the Chart Platf
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314 Creating Summary Charts Chapter
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Contents Example of an Overlay Plot
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340 Creating Overlay Plots Chapter
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Contents Example of a 3D Scatterplo
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354 Creating Three-Dimensional Scat
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Contents Example of a Contour Plot
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374 Creating Contour Plots Chapter
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Contents Example of a Dynamic Bubbl
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384 Creating Bubble Plots Chapter 1
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Contents Overview of Mapping . . .
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406 Creating Maps Chapter 16 Exampl
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418 Creating Maps Chapter 16 Backgr
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Contents Example of a Parallel Plot
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450 Creating Parallel Plots Chapter
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Contents Example of a Cell Plot. .
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460 Creating Cell Plots Chapter 18
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Contents Example of Tree Maps . . .
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468 Creating Tree Maps Chapter 19 E
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470 Creating Tree Maps Chapter 19 E
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472 Creating Tree Maps Chapter 19 T
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474 Creating Tree Maps Chapter 19 A
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486 Creating Scatterplot Matrices C
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Contents Example of a Ternary Plot
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496 Creating Ternary Plots Chapter
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504 References Becker, R.A. and Cle
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506 References Dunnett, C.W. (1955)
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508 References Hosmer, D.W. and Lem
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510 References McLachlan, G.J. and
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512 References Robertson, T., Wrigh
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514 References Wadsworth, H. M., St
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516 Index examples 459, 463-464 lau
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518 Index Horizontal option 268, 32
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520 Index Proportion of Densities o
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522 Index examples 467-468, 473-482
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Basic Analysis and Graphing - SAS

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