Supporting Data Analysis for "An Application of Envelope Methodology and Aster Models"

Eck, Daniel J
Geyer, Charles J
Cook, R. Dennis
2016-03-23
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http://hdl.handle.net/11299/178384.1
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Date Completed

2016-03-23

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Source information

Lowry, D.B. and Willis, J.H. (2010)

Journal Title

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Volume Title

Title

Supporting Data Analysis for "An Application of Envelope Methodology and Aster Models"

Published Date

2016-03-23

Authors

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Author Contact

Eck, Daniel J
eckxx049@umn.edu

Type

Dataset
Report
Software Code

Abstract

This dataset contains the technical report that provides supporting data analysis for the paper "An Application of Envelope Methodology and Aster Models". R package "knitr" processes the source file (Rnw) and incorporates the information in the R workspace (RData) files to compile the technical report (pdf). This process reproduces all the tables and figures from the paper and hence the entire data analysis reported in the paper. The tabulated data (csv) came from Lowry, D.B. and Willis, J.H. (2010) and is used to demonstrate the envelope methodology.

Description

The first four files are the same technical report saved in the pdf, Rnw, txt, and tex formats. The pdf file is compiled from the source file (Rnw). The txt file is the archival version of the source file (Rnw). The tex file is the intermediary output when the source file (Rnw) is run in R (version>=2.10.0) and serves as an archival version for the compiled source file. The procedures of boostrapping and model selections were performed in R and the output in the R workspace are stored in RData files. The RData files are loaded into the technical report (pdf) as it is being compiled from the source file. The csv file contains data from the Lowry and Willis (2010) research. It has observed characteristics on 2313 Mimulus guttatus flowers. These data are used to illustrate the second example in the technical report.

Referenced by

Eck, D.J., Geyer, C.J., and Cook, R.D. (2016). An Application of Envelope Methodology and Aster Models. In prep.
http://users.stat.umn.edu/~eckxx049/envlpaster.pdf

Related to

R Package ‘envlpaster’
 https://cran.r-project.org/web/packages/envlpaster/index.html

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License

Attribution-NonCommercial-ShareAlike 3.0 United States
http://creativecommons.org/licenses/by-nc-sa/3.0/us/

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Data Repository for U of M (DRUM)

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Description
Size
envlpaster-fit-boot-Efron-techreport.pdf
Technical Report
(331.54 KB)
envlpaster-fit-boot-Efron-techreport.Rnw
Source File for Technical Report
(68.89 KB)
envlpaster-fit-boot-Efron-techreport.txt
Archival Version of Source File
(68.89 KB)
envlpaster-fit-boot-Efron-techreport.tex
Archival Version of Compiled Source File
(99.92 KB)
ex1-Efronboot.RData
Supporting Calculations (Example1-Top Level of Bootstrapping)
(59.97 MB)

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Version History

Now showing 1 - 2 of 2
VersionDateSummary
2
 2018-02-16 08:59:01
Versioned on behalf of author, as the old version is out of date and 1) it will not be reproducible for anyone trying to verify calculations and 2) will be extremely confusing for those trying to learn the methods here.
1*
 2016-03-23 08:52:21
* Selected version