SurveyCC: Canonical Correlation for Survey Data
Performs canonical correlation for survey data, including
multiple tests of significance for secondary canonical correlations.
A key feature of this package is that it incorporates survey data structure
directly in a novel test of significance via a sequence of simple linear
regression models on the canonical variates. See references -
Cruz-Cano and Mead-Morse (2023) "Canonical Correlation Analysis for Complex Survey data" The Stata Journal under review.
Gentzke AS, Wang TW, Cornelius M, Park-Lee E, Ren C, Sawdey MD, Cullen KA, Loretan C, Jamal A, Homa DM (2021) "Tobacco Product Use and Associated Factors among Middle and High School Students - National Youth Tobacco Survey, United States" <doi:10.15585/mmwr.ss7105a1>.
Gittins R (1986 ISBN:3642698786, 9783642698781).
Caliński T., Krzyśko M. and WOłyński W. (2006) "A Comparison of Some Tests for Determining the Number of Nonzero Canonical Correlations" <doi:10.1080/03610910600716290>.
Hyland A, Ambrose BK, Conway KP, et al. (2017) "Design and methods of the Population Assessment of Tobacco and Health" <doi:10.1136/tobaccocontrol-2016-052934>.
Johnstone IM. (2009) "Approximate Null Distribution of the largest root in a Multivariate Analysis" <doi:10.1214/08-AOAS220>.
Valliant R. and Dever JA. (2018 ISBN:978-1-59718-260-7).
| Version: |
0.1.0 |
| Depends: |
R (≥ 2.10) |
| Imports: |
candisc, graphics, stats, survey |
| Published: |
2023-09-08 |
| Author: |
Raul Cruz-Cano 
[aut, cre] |
| Maintainer: |
Raul Cruz-Cano <raulcruz at iu.edu> |
| License: |
MIT + file LICENSE |
| NeedsCompilation: |
no |
| Materials: |
NEWS |
| CRAN checks: |
SurveyCC results |
Documentation:
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