Supporting Data Analysis for "Combining Envelope Methodology and Aster Models for Variance Reduction in Life History Analyses"
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2016-03-23
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Lowry, D.B. and Willis, J.H. (2010)
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Title
Supporting Data Analysis for "Combining Envelope Methodology and Aster Models for Variance Reduction in Life History Analyses"
Published Date
2016-03-23
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Eck, Daniel J
eckxx049@umn.edu
eckxx049@umn.edu
Type
Dataset
Report
Report
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
http://users.stat.umn.edu/~eckxx049/envlpaster.pdf
Replaces
Version 1
http://hdl.handle.net/11299/178384.1
http://hdl.handle.net/11299/178384.1
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Suggested citation
Eck, Daniel J; Geyer, Charles J; Cook, R. Dennis. (2016). Supporting Data Analysis for "Combining Envelope Methodology and Aster Models for Variance Reduction in Life History Analyses". Retrieved from the Data Repository for the University of Minnesota (DRUM), http://dx.doi.org/10.13020/D66K51.
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techreport.pdf
Technical Report
(349.92 KB)
techreport.Rnw
Source File for Technical Report
(81.38 KB)
techreport.tex
Archival version of Compiled Source File
(114.31 KB)
envlpaster-fit-boot-Efron-techreport.txt
Archival Version of Source File
(68.89 KB)
ex1-Efronboot.RData
Supporting Calculations (Example1-Top Level of Bootstrapping)
(59.97 MB)
ex1-secondboot.RData
Supporting Calculations (Example1-Second Level of Bootstrapping)
(76.48 MB)
ex1-AIC.RData
Supporting Calculations (Example1-Efficiency Gain Based on AIC)
(76.48 MB)
techreport_eigenboot_fitboot.RData
Supporting Calculations (Example1-Bootstrapped Estimator of Variability)
(75.34 MB)
main-all-terms-DavidLowrydata.RData
Supporting Calculations (Example 2)
(2.03 MB)
Aster_across_sites_DIV1.csv
Raw Data File (Example 2)
(49.27 KB)
readme.txt
Description of files
(8 KB)
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