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

No Thumbnail Available

Persistent link to this item

Statistics
View Statistics

Keywords

Collection period

Date completed

2016-03-23

Date updated

Time period coverage

Geographic coverage

Source information

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

Journal Title

Journal ISSN

Volume Title

Title

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

Published Date

2016-03-23

Group

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

Replaces

Publisher

Funding information

item.page.sponsorshipfunderid

item.page.sponsorshipfundingagency

item.page.sponsorshipgrant

Previously Published Citation

Suggested citation

View/Download file
File View/OpenDescriptionSize
envlpaster-fit-boot-Efron-techreport.pdfTechnical Report331.54 KB
envlpaster-fit-boot-Efron-techreport.RnwSource File for Technical Report68.89 KB
envlpaster-fit-boot-Efron-techreport.txtArchival Version of Source File68.89 KB
envlpaster-fit-boot-Efron-techreport.texArchival Version of Compiled Source File99.92 KB
ex1-Efronboot.RDataSupporting Calculations (Example1-Top Level of Bootstrapping)59.97 MB
ex1-secondboot.RDataSupporting Calculations (Example1-Second Level of Bootstrapping)76.48 MB
ex1-AIC.RDataSupporting Calculations (Example1-Efficiency Gain Based on AIC)76.48 MB
techreport_eigenboot_fitboot.RDataSupporting Calculations (Example1-Bootstrapped Estimator of Variability)75.34 MB
main-all-terms-DavidLowrydata.RDataSupporting Calculations (Example 2)2.03 MB
Aster_across_sites_DIV1.csvRaw Data File (Example 2)49.27 KB
readme.txtFile Documentation7.38 KB

Content distributed via the University Digital Conservancy may be subject to additional license and use restrictions applied by the depositor. By using these files, users agree to the Terms of Use. Materials in the UDC may contain content that is disturbing and/or harmful. For more information, please see our statement on harmful content in digital repositories.