TruncatedPCQM - Density Estimation for Point-Centered Quarter Method with
Truncated Sampling
Implements a systematic methodology for estimating
population density from point-centered quarter method (PCQM)
surveys when distance measurements are truncated by a maximum
search radius (right-censored). The package provides a unified
framework for analyzing such incomplete data, addressing both
completely randomly distributed (Poisson) and spatially
aggregated (Negative Binomial) populations. Key features
include: (1) Adjusted moment-based density estimators for
censored distances; (2) Maximum likelihood estimation (MLE) of
density under the Poisson (CSR) model; and (3) Simultaneous MLE
of density and an aggregation parameter under the Negative
Binomial model. For more details, see Huang, Shen, Xing, and
Zhao (2026) <doi:10.48550/arXiv.2603.08276>.