Semiparametric Model-Assisted Estimation in Finite Populations

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.


Reference manual

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install.packages("sregsurvey")

0.1.3 by Carlos Alberto Cardozo Delgado, 4 years ago


Browse source code at https://github.com/cran/sregsurvey


Authors: Carlos Alberto Cardozo Delgado [aut, cre, cph] , Carlos E. Alonso-Malaver [aut]


Documentation:   PDF Manual  


GPL-3 license


Imports gamlss, gamlss.dist, TeachingSampling, methods, dplyr, caret, magrittr

Suggests survey


See at CRAN