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Finite Population Distribution Function Estimation Using P-Splines
Calcutta Statistical Association Bulletin, 2014Abtsrcat Estimating finite population distribution function (hereafter FPDF) is an important problem to the survey samplers since it summarizes almost all the relevant information of interest about the finite population. Chambers and Dunstan (1986) (henceforth CD) in their seminal paper propose a predictive estimator of FPDF incorporating the unit ...
Adhya, Sumanta +2 more
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P-spline Varying Coefficient Models for Complex Data
2009Although the literature on varying coefficient models (VCMs) is vast, we believe that there remains room to make these models more widely accessible and provide a unified and practical implementation for a variety of complex data settings. The adaptive nature and strength of P-spline VCMs allow a full range of models: from simple to additive structures,
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Properties of p-splines calibration with nonresponse
2009MONTANARI, Giorgio Eduardo +1 more
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