sregsurvey: Semiparametric Model-Assisted Estimation in Finite Populations (original) (raw)
It is a framework to fit semiparametric regression estimators for the total parameter of a finite population when the interest variable is asymmetric distributed. The main references for this package are Sarndal C.E., Swensson B., and Wretman J. (2003,ISBN: 978-0-387-40620-6, "Model Assisted Survey Sampling." Springer-Verlag) Cardozo C.A, Paula G.A. and Vanegas L.H. (2022) "Generalized log-gamma additive partial linear mdoels with P-spline smoothing", Statistical Papers. Cardozo C.A and Alonso-Malaver C.E. (2022). "Semi-parametric model assisted estimation in finite populations." In preparation.
| Version: | 0.1.3 |
|---|---|
| Imports: | gamlss, gamlss.dist, TeachingSampling, methods, dplyr, caret, magrittr |
| Suggests: | survey |
| Published: | 2023-04-11 |
| DOI: | 10.32614/CRAN.package.sregsurvey |
| Author: | Carlos Alberto Cardozo Delgado [aut, cre, cph], Carlos E. Alonso-Malaver [aut] |
| Maintainer: | Carlos Alberto Cardozo Delgado |
| License: | GPL-3 |
| NeedsCompilation: | no |
| CRAN checks: | sregsurvey results |
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