Predictive Inference on Totals and Averages of Finite Populations Segmented in Planned and Unplanned Domains.

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Documentation for package ‘predfinitepop’ version 1.0

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conteo Counts the number of individuals in \mathcal{S}_j and \widetilde{\mathcal{S}}_j.
dataref Reference data set of a simulated population segemented in planned and unplanned domains.
datasample Data set of a simulated population segemented in planned and unplanned domains.
dinvgauss Inverse Gaussian distribution - Density.
domnoplan Finite population inference on unplanned domains using reference data.
domnoplan_composicion Generates Monte Carlo samples from the predictive distribution for the vector \boldmath{N}_j across the D unplanned domains within a given planned domain.
domnoplan_g0 Finite population inference on unplanned domains using subjective G_{j0}.
domnoplan_totalcomp Simulates Monte Carlo samples from the predictive distribution of the vector \boldmath{T}_j across the D unplanned domains within a given planned domain.
domplan Finite population inference on unplanned domains using reference data.
domplan_g0 Finite population inference on unplanned domains using subjective G_{j0}.
domplan_total Monte Carlo simulation of total for a given planned domain.
g0_licitacion Prior elicitation of G_{j0} using reference data.
g0_simulacion Computes Monte Carlo samples from a given G_{j0}.
ghat_simulacion Simulates Monte Carlo samples from \hat{G}_j.
gstar_simulacion Generates Monte Carlo samples from the discrete component of \hat{G}_j
pesosDP Computes the weights associated with the predictive distribution \hat{G}_j for a given planned domain j under the Dircihlet processes prior.
pinvgauss Inverse Gaussian distribution - Probability.
popcomp Composition of the simulated population segemented in planned and unplanned domains.
poptot Totals of the simulated population segemented in planned and unplanned domains.
predfinitepop Predictive Inference on Totals and Averages of Finite Populations Segmented in Planned and Unplanned Domains.
qinvgauss Inverse Gaussian distribution - Quantile.
randDirichlet Simulates samples from the Dirichlet distribution with (px1) vector parameter alpha.
rinvgauss Inverse Gaussian distribution - Simulation.
unicstar Identifies the sample ties in \mathcal{S}_j and computes their associated sample frequencies.