163 citations
- University of MissouriUS9 papers
- Cornell UniversityUS5 papers
- Statistical Research (United States)US5 papers
- Pennsylvania State UniversityUS4 papers
- Duke UniversityUS3 papers
- Florida State UniversityUS3 papers
- University of GeorgiaUS3 papers
- Colgate UniversityUS2 papers
- Iowa State UniversityUS2 papers
- Johns Hopkins MedicineUS2 papers
- Johns Hopkins UniversityUS2 papers
- Massachusetts Institute of TechnologyUS2 papers
13 papers · 1 filter
Rejection Sampling with Vertical Weighted Strips
Andrew M. Raim, James A. Livsey, Kyle M. Irimata
A number of distributions that arise in statistical applications can be expressed in the form of a weighted density: the product of a base density and a nonnegative weight function…
Nearest neighbor ratio imputation with incomplete multi-nomial outcome in survey sampling
Chenyin Gao, Katherine Jenny Thompson, Shu Yang +1
Nonresponse is a common problem in survey sampling. Appropriate treatment can be challenging, especially when dealing with detailed breakdowns of totals. Often, the nearest neighbo…
A Conway-Maxwell-Multinomial Distribution for Flexible Modeling of Clustered Categorical Data
Darcy Steeg Morris, Andrew M. Raim, Kimberly F. Sellers
Categorical data are often observed as counts resulting from a fixed number of trials in which each trial consists of making one selection from a prespecified set of categories. Th…
Conjugate Bayesian Unit-level Modeling of Count Data Under Informative Sampling Designs
Paul A. Parker, Scott H. Holan, Ryan Janicki
Unit-level models for survey data offer many advantages over their area-level counterparts, such as potential for more precise estimates and a natural benchmarking property. Howeve…
Latent Gaussian Count Time Series
Yisu Jia, Stefanos Kechagias, James Livsey +2
This paper develops the theory and methods for modeling a stationary count time series via Gaussian transformations. The techniques use a latent Gaussian process and a distribution…
Interpolating Population Distributions using Public-use Data: An Application to Income Segregation using American Community Survey Data
Matthew Simpson, Scott H. Holan, Christopher K. Wikle +1
Income segregation measures the extent to which households choose to live near other households with similar incomes. Sociologists theorize that income segregation can exacerbate t…