ajdamico / asdfree

analyze survey data for free
http://asdfree.com/
GNU General Public License v3.0
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consider additional library-specific sections like convey and srvyr #396

Open ajdamico opened 1 year ago

ajdamico commented 1 year ago

https://cran.r-project.org/web/packages/rpms/index.html

https://cran.r-project.org/web/packages/lavaan.survey/index.html

http://cran.fhcrc.org/web/packages/surveyCV/index.html

maybe check the reverse dependencies of http://cran.fhcrc.org/web/packages/survey/index.html

ajdamico commented 11 months ago

more complete regression examples? linear, logistic, etc.?

ajdamico commented 11 months ago

explainer (like trend analysis) might work also

ridge regression: http://homepages.math.uic.edu/~minyang/research/park_yang.pdf neural networks: https://www.surveypractice.org/article/2714-neural-networks-for-survey-researchers lasso prediction: https://www.surveypractice.org/api/v1/articles/2716-using-lasso-to-model-interactions-and-nonlinearities-in-survey-data.pdf more lasso: https://academic.oup.com/jssam/article-abstract/5/2/131/3775768?redirectedFrom=fulltext&login=false svm: https://www.surveypractice.org/article/2715-using-support-vector-machines-for-survey-research

ajdamico commented 11 months ago

more detail about all available survey:: functions probably worth a review, for example how to compare medians with svyranktest

https://rdrr.io/rforge/survey/man/svyranktest.html

ajdamico commented 6 months ago

small area estimation https://notstatschat.rbind.io/2024/03/09/small-area-estimates-by-smoothing-direct-estimates/ https://cran.r-project.org/web/packages/survey/vignettes/survey-sae.html