From the 1 of 5 linked papers with an AI index.
5 papers
Data integration of non-probability and probability samples with deterministic predictive mean matching
Aniela Czerniawska, Piotr Chlebicki, Åukasz Chrostowski +1
The paper develops deterministic predictive mean matching methods to combine probability and non‑probability samples, proving consistency, deriving variance formulas, and evaluatin…
Splitting infinity: a de Finetti game with state-dependent profit rates and singular control for diffusions
Piotr Chlebicki, Kristoffer Lindensjö
We study a game of resource extraction of a common good under one-dimensional diffusive dynamics with player actions corresponding to singular stochastic control up to absorption a…
nonprobsvy -- An R package for modern methods for non-probability surveys
Åukasz Chrostowski, Piotr Chlebicki, Maciej BerÄsewicz
The following paper presents nonprobsvy -- an R package for inference based on non-probability samples. The package implements various approaches that can be categorized into three…
Quantile balancing inverse probability weighting for non-probability samples
Maciej BerÄsewicz, Marcin Szymkowiak, Piotr Chlebicki
The use of non-probability data sources for statistical purposes and for official statistics has become increasingly popular in recent years. However, statistical inference based o…
singleRcapture: An R Package for Single-Source Capture-Recapture Models
Piotr Chlebicki, Maciej BerÄsewicz
Population size estimation is a major challenge in official statistics, social sciences, and natural sciences. The problem can be tackled by applying capture-recapture methods, whi…