期刊： JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 2022; 27 (4)
The Matern family of covariance functions is currently the most commonly used for the analysis of geostatistical data due to its ability to describe d......
期刊： JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 2021; 26 (3)
Ordinary differential equation (ODE) models are popularly used to describe complex dynamical systems. When estimating ODE parameters from noisy data, ......
期刊： JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, ; ()
This study is motivated by the estimation of many crop yield densities, each with a small number of observations. These densities tend to resemble one......
期刊： JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 2020; 25 (4)
This paper investigates the problem of adjusting for spatial effects in genomic prediction. Despite being seldomly considered in genomic prediction, s......
期刊： JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 2019; 24 (2)
A spatially balanced sample can produce good estimates of finite population quantities when the study variable is dependent over a spatial region with......
期刊： JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 2018; 23 (4)
Motivated by the need to produce small area estimates for the National Resources Inventory survey, we develop a spatial hierarchical model based on th......
期刊： JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 2018; 23 (3)
In this paper, a Markov-switching linked autoregressive model is proposed to describe and forecast non-continuous wind direction data. Due to the infl......
期刊： JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 2018; 23 (3)
The degradation behavior of an emerging contaminant is a key factor in its environmental risk assessment. Existing risk assessment methods based on EC......
期刊： JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 2017; 22 (1)
Many biological phenomena undergo developmental changes in time and space. Functional mapping, which is aimed at mapping genes that affect development......
