Publications

Kristen S Veum, Paul A Parker, Scott H Holan, Namitha V Pais, Skye A Wills, Joseph P Amsili, Márcio R Nunes, Harold M van Es, Cathy A Seybold, Douglas L Karlen (2025). Spatially explicit heteroskedastic modeling for the Soil Health Assessment Protocol and Evaluation version 1.0 S. Soil Science Society of America Journal.

Qi Wang, Paul A Parker, Robert Lund (2025). Spatial deep convolutional neural networks. Spatial Statistics.

Paul A Parker, Bruno Sansó (2025). Soil carbon mapping of the contiguous US using VNIR spectra within a heterogeneous spatial model. Journal of Agricultural, Biological and Environmental Statistics.

Paolo Maranzano, Paul A Parker (2025). Discussion on “Assessing Predictability of Environmental Time Series With Statistical and Machine Learning Models”. Environmetrics.

Daniel Vedensky, Paul A Parker, Scott H Holan (2025). Bayesian unit-level models for longitudinal survey data under informative sampling: an analysis of expected job loss using the Household Pulse Survey. Journal of the Royal Statistical Society Series A: Statistics in Society.

Márcio R Nunes, Kristen S Veum, Paul A Parker, Scott H Holan, Joseph P Amsili, Harold M van Es, Skye A Wills, Cathy A Seybold, Douglas L Karlen (2024). SHAPEv1. 0 Scoring curves and peer group benchmarks for dynamic soil health indicators. Soil Science Society of America Journal.

Paul A Parker (2024). Nonlinear Fay-Herriot Models for Small Area Estimation Using Random Weight Neural Networks. Journal of Official Statistics.

Paul A Parker, Scott H Holan, Ryan Janicki (2024). Conjugate Modeling Approaches for Small Area Estimation with Heteroscedastic Structure. Journal of Survey Statistics and Methodology.

Paul A Parker, Scott H Holan (2023). Computationally efficient Bayesian unit-level random neural network modelling of survey data under informative sampling for small area estimation. Journal of the Royal Statistical Society Series A: Statistics in Society.

Paul A Parker, Ryan Janicki, Scott H Holan (2023). Comparison of unit-level small area estimation modeling approaches for survey data under informative sampling. Journal of Survey Statistics and Methodology.

Paul A Parker, Ryan Janicki, Scott H Holan (2023). Bayesian Methods Applied to Small Area Estimation for Establishment Statistics. Advances in Business Statistics, Methods and Data Collection.

Daniel Vedensky, Paul A Parker, Scott H Holan (2023). A look into the problem of preferential sampling through the lens of survey statistics. The American Statistician.

Paul A Parker, Ryan Janicki, Scott H Holan (2023). A comprehensive overview of unit-level modeling of survey data for small area estimation under informative sampling. Journal of Survey Statistics and Methodology.

Paul A Parker, Scott H Holan (2023). A Bayesian functional data model for surveys collected under informative sampling with application to mortality estimation using NHANES. Biometrics.

Paul A Parker, Scott H Holan, Ryan Janicki (2022). Computationally efficient Bayesian unit-level models for non-Gaussian data under informative sampling with application to estimation of health insurance coverage. The Annals of Applied Statistics.

Alexander Sun, Paul A Parker, Scott H Holan (2022). Analysis of household pulse survey public-use microdata via unit-level models for informative sampling. Stats.

Márcio R Nunes, Kristen S Veum, Paul A Parker, Scott H Holan, Douglas L Karlen, Joseph P Amsili, Harold M van Es, Skye A Wills, Cathy A Seybold, Thomas B Moorman (2021). The soil health assessment protocol and evaluation applied to soil organic carbon. Soil Science Society of America Journal.

Paul A Parker, Scott H Holan, Skye A Wills (2021). A general Bayesian model for heteroskedastic data with fully conjugate full-conditional distributions. Journal of Statistical Computation and Simulation.

Paul A Parker, Scott H Holan, Nalini Ravishanker (2020). Nonlinear time series classification using bispectrum-based deep convolutional neural networks. Applied Stochastic Models in Business and Industry.

Paul A Parker, Scott H Holan, Ryan Janicki (2020). Conjugate Bayesian unit-level modelling of count data under informative sampling designs. Stat.

Kristen S Veum, Paul A Parker, Kenneth A Sudduth, Scott H Holan (2018). Predicting profile soil properties with reflectance spectra via Bayesian covariate-assisted external parameter orthogonalization. Sensors.