shuyang1987/IntegrativeFPM: Integrative Analysis of Finite Population Mean Combining Probability and Nonprobability Samples

Implements integrative analyses for the finite population mean parameters combining a non-probability sample with a probability sample which provides high-dimensional representative covariate information of the target population. The non-probability sample contains observations on (X,Y); however, the sampling mechanism is unknown. On the other hand, although the probability sample with sampling weights represents the finite population, it contains observations only on X. The function "IntegrativeFPM" implements a two-step approach for variable selection and doubly robust finite population inference.

install.packages("remotes")
remotes::install_github("shuyang1987/IntegrativeFPM")