Modeling Survey Time Series Data with Flow-Observed CARMA Processes

PM Joyce, TS McElroy - Journal of Official Statistics, 2024 - journals.sagepub.com
Published survey data often are delivered as estimates computed over an epoch of time.
Customers may desire to obtain survey estimates corresponding to epochs, or time points …

Optimal conformal prediction for small areas

E Bersson, PD Hoff - Journal of Survey Statistics and …, 2024 - academic.oup.com
Existing methods for small-area data involve a trade-off between maintaining area-level
frequentist coverage rates and improving precision via the incorporation of indirect …

[PDF][PDF] Overcoming challenges associated with early bayesian state estimation of planted acres in the United States

B Nandram - Special Proceedings: Society of Statistics, Computing …, 2023 - ssca.org.in
National surveys in the United States have become expensive with low response rates, and
there is an abundance of administrative data (non-probability samples). Government …

Nonlinear Fay-Herriot Models for Small Area Estimation Using Random Weight Neural Networks

PA Parker - Journal of Official Statistics, 2024 - journals.sagepub.com
Small area estimation models are critical for dissemination and understanding of important
population characteristics within sub-domains that often have limited sample size. The …

Spatial change of support models for differentially private decennial census counts of persons by detailed race and ethnicity

R Janicki, SH Holan, KM Irimata, J Livsey… - Journal of Statistical …, 2023 - Springer
Official statistical agencies have an obligation to protect the confidentiality of their
respondents. Traditionally, the task of disclosure avoidance (DA) has consisted of a variety …

[КНИГА][B] Constrained Bayesian Inference for Density Estimation and Informative Bayesian Models

J Lee - 2022 - search.proquest.com
When we construct a Bayesian hierarchical model, we are required to specify a prior
distribution. There are some considerations when specifying the prior distribution, such as …

[ОПИСАНИЕ][C] Evaluation of Bayesian Hierarchical Models of Differentially Private Data Based on an Approximate Data Model

KM Irimataa, AM Raima, R Janickia, JA Livseya… - URL: https://www. census …, 2022