Journal of Agricultural, Biological and Environmental Statistics

2016 - 2026

Current editor(s): Stephen Buckland

From:
Springer
The International Biometric Society
American Statistical Association
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Volume 25, issue 4, 2020

Hierarchical Modeling of Structural Coefficients for Heterogeneous Networks with an Application to Animal Production Systems pp. 1-22

K. Chitakasempornkul, G. J. M. Rosa, A. Jager and N. M. Bello

Guest Editors’ Introduction to the Special Issue on “Recent Advances in Design and Analysis of Experiments and Observational Studies in Agriculture” pp. 453-456

Hans-Peter Piepho, Robert J. Tempelman and Emlyn R. Williams

History of the Statistical Design of Agricultural Experiments pp. 457-486

L. Rob Verdooren

Substitutes for the Non-existent Square Lattice Designs for 36 Varieties pp. 487-499

R. A. Bailey, Peter J. Cameron, L. H. Soicher and E. R. Williams

Multi-level Block Designs for Comparative Experiments pp. 500-522

Rodney N. Edmondson

Do Spatial Designs Outperform Classic Experimental Designs? pp. 523-552

Raegan Hoefler, Pablo González-Barrios, Madhav Bhatta, Jose A. R. Nunes, Ines Berro, Rafael S. Nalin, Alejandra Borges, Eduardo Covarrubias, Luis Diaz-Garcia, Martin Quincke and Lucia Gutierrez

The Design of Early-Stage Plant Breeding Trials Using Genetic Relatedness pp. 553-578

Brian R. Cullis, Alison B. Smith, Nicole A. Cocks and David G. Butler

Optimization of Selective Phenotyping and Population Design for Genomic Prediction pp. 579-600

Nicolas Heslot and Vitaliy Feoktistov

Optimal Design of Experiments for Hybrid Nonlinear Models, with Applications to Extended Michaelis–Menten Kinetics pp. 601-616

Yuanzhi Huang, Steven G. Gilmour, Kalliopi Mylona and Peter Goos

Pseudo-Likelihood or Quadrature? What We Thought We Knew, What We Think We Know, and What We Are Still Trying to Figure Out pp. 639-656

Walt Stroup and Elizabeth Claassen

Modeling Crop Phenology in the US Corn Belt Using Spatially Referenced SMOS Satellite Data pp. 657-675

Colin Lewis-Beck, Zhengyuan Zhu, Victoria Walker and Brian Hornbuckle

Linear Variance, P-splines and Neighbour Differences for Spatial Adjustment in Field Trials: How are they Related? pp. 676-698

Martin P. Boer, Hans-Peter Piepho and Emlyn R. Williams

Adjusting for Spatial Effects in Genomic Prediction pp. 699-718

Xiaojun Mao, Somak Dutta, Raymond K. W. Wong and Dan Nettleton

Volume 25, issue 3, 2020

Robust Nonparametric Regression for Heavy-Tailed Data pp. 277-291

Ferdos Gorji and Mina Aminghafari

Estimating Changes in the Observed Relationship Between Humidity and Temperature Using Noncrossing Quantile Smoothing Splines pp. 292-314

Karen A. McKinnon and Andrew Poppick

A Distance-based Method for Spatial Prediction in the Presence of Trend pp. 315-338

Carlos E. Melo, Jorge Mateu and Oscar O. Melo

Systematic Statistical Analysis of Microbial Data from Dilution Series pp. 339-364

J. Andrés Christen and Albert E. Parker

A Bayesian Markov Model with Pólya-Gamma Sampling for Estimating Individual Behavior Transition Probabilities from Accelerometer Classifications pp. 365-382

Toryn L. J. Schafer, Christopher K. Wikle, Jay A. VonBank, Bart M. Ballard and Mitch D. Weegman

Vecchia Approximations of Gaussian-Process Predictions pp. 383-414

Matthias Katzfuss, Joseph Guinness, Wenlong Gong and Daniel Zilber

A Nonstationary Spatial Covariance Model for Processes Driven by Point Sources pp. 415-430

Joshua L. Warren

Spatial Spread Sampling Using Weakly Associated Vectors pp. 431-451

Raphaël Jauslin and Yves Tillé

Volume 25, issue 2, 2020

Estimating Reproduction and Survival of Unmarked Juveniles Using Aerial Images and Marked Adults pp. 133-147

Perry J. Williams, Cody Schroeder and Pat Jackson

Statistical Development of Animal Density Estimation Using Random Encounter Modelling pp. 148-167

N. O. A. S. Jourdain, D. J. Cole, M. S. Ridout and J. Marcus Rowcliffe

Sampling Strategies to Estimate Deer Density by Drive Counts pp. 168-185

Lorenzo Fattorini, Alberto Meriggi, Enrico Merli and Paolo Varuzza

Modeling Partially Surveyed Point Process Data: Inferring Spatial Point Intensity of Geomagnetic Anomalies pp. 186-205

Kenneth A. Flagg, Andrew Hoegh and John J. Borkowski

Estimation in Complex Sampling Designs Based on Resampling Methods pp. 206-228

Bardia Panahbehagh

Projecting Flood-Inducing Precipitation with a Bayesian Analogue Model pp. 229-249

Gregory P. Bopp, Benjamin A. Shaby, Chris E. Forest and Alfonso Mejía

Obtaining a Balanced Area Sample for the Bureau of Land Management Rangeland Survey pp. 250-275

Cindy L. Yu, Jie Li, Michael G. Karl and Todd J. Krueger

Correction to: Understanding the Stochastic Partial Differential Equation Approach to Smoothing pp. 276-276

David L. Miller, Richard Glennie and Andrew E. Seaton

Volume 25, issue 1, 2020

Understanding the Stochastic Partial Differential Equation Approach to Smoothing pp. 1-16

David L. Miller, Richard Glennie and Andrew E. Seaton

A Review of Statistics in Palaeoenvironmental Research pp. 17-31

Maarten Blaauw, J. Andrés Christen and Marco Antonio Aquino-López

Modelling the Clustering of Extreme Events for Short-Term Risk Assessment pp. 32-53

Ross Towe, Jonathan Tawn, Emma Eastoe and Rob Lamb

Distributions of Human Exposure to Ozone During Commuting Hours in Connecticut Using the Cellular Device Network pp. 54-73

Owais Gilani, Simon Urbanek and Michael J. Kane

A Multiscale Spatially Varying Coefficient Model for Regional Analysis of Topsoil Geochemistry pp. 74-89

Keunseo Kim, Hyojoong Kim, Vinnam Kim and Heeyoung Kim

Efficient Modelling of Presence-Only Species Data via Local Background Sampling pp. 90-111

Jeffrey Daniel, Julie Horrocks and Gary J. Umphrey

Right-Censored Mixed Poisson Count Models with Detection Times pp. 112-132

Wen-Han Hwang, Rachel V. Blakey and Jakub Stoklosa

Volume 24, issue 4, 2019

Exploration and Inference in Spatial Extremes Using Empirical Basis Functions pp. 555-572

Samuel A. Morris, Brian J. Reich and Emeric Thibaud

Estimation of Factor Analytic Mixed Models for the Analysis of Multi-treatment Multi-environment Trial Data pp. 573-588

Alison B. Smith, Lauren M. Borg, Beverley J. Gogel and Brian R. Cullis

A Dynamic Individual-Based Model for High-Resolution Ant Interactions pp. 589-609

Nathan B. Wikle, Ephraim M. Hanks and David P. Hughes

Comparing Coefficients Across Subpopulations in Gaussian Mixture Regression Models pp. 610-633

Shin-Fu Tsai

Spatiotemporal Lagged Models for Variable Rate Irrigation in Agriculture pp. 634-650

Sierra Pugh, Matthew J. Heaton, Jeff Svedin and Neil Hansen

The Conditionally Autoregressive Hidden Markov Model (CarHMM): Inferring Behavioural States from Animal Tracking Data Exhibiting Conditional Autocorrelation pp. 651-668

Ethan Lawler, Kim Whoriskey, William H. Aeberhard, Chris Field and Joanna Mills Flemming

A Hierarchical Spatiotemporal Statistical Model Motivated by Glaciology pp. 669-692

Giri Gopalan, Birgir Hrafnkelsson, Christopher K. Wikle, Håvard Rue, Guðfinna Aðalgeirsdóttir, Alexander H. Jarosch and Finnur Pálsson

Post-stratified Probability-Proportional-to-Size Sampling from Stratified Populations pp. 693-718

Omer Ozturk

A Mixture Model Approach for Compositional Data: Inferring Land-Use Influence on Point-Referenced Water Quality Measurements pp. 719-739

Adrien Ickowicz, Jessica Ford and Keith Hayes

Volume 24, issue 3, 2019

Guest Editors’ Introduction to the Special Issue on “Climate and the Earth System” pp. 395-397

Dorit Hammerling and Brian J. Reich

A Case Study Competition Among Methods for Analyzing Large Spatial Data pp. 398-425

Matthew J. Heaton, Abhirup Datta, Andrew O. Finley, Reinhard Furrer, Joseph Guinness, Rajarshi Guhaniyogi, Florian Gerber, Robert B. Gramacy, Dorit Hammerling, Matthias Katzfuss, Finn Lindgren, Douglas W. Nychka, Furong Sun and Andrew Zammit-Mangion

Improved Return Level Estimation via a Weighted Likelihood, Latent Spatial Extremes Model pp. 426-443

Joshua Hewitt, Miranda J. Fix, Jennifer A. Hoeting and Daniel S. Cooley

Computer Model Calibration Based on Image Warping Metrics: An Application for Sea Ice Deformation pp. 444-463

Yawen Guan, Christian Sampson, J. Derek Tucker, Won Chang, Anirban Mondal, Murali Haran and Deborah Sulsky

A Multivariate Global Spatiotemporal Stochastic Generator for Climate Ensembles pp. 464-483

Matthew Edwards, Stefano Castruccio and Dorit Hammerling

New Exploratory Tools for Extremal Dependence: $$\chi $$ χ Networks and Annual Extremal Networks pp. 484-501

Whitney K. Huang, Daniel S. Cooley, Imme Ebert-Uphoff, Chen Chen and Snigdhansu Chatterjee

A Parametric Approach to Unmixing Remote Sensing Crop Growth Signatures pp. 502-516

Colin Lewis-Beck, Zhengyuan Zhu, Anirban Mondal, Joon Jin Song, Jonathan Hobbs, Brian Hornbuckle and Jason Patton

A Spliced Gamma-Generalized Pareto Model for Short-Term Extreme Wind Speed Probabilistic Forecasting pp. 517-534

Daniela Castro-Camilo, Raphaël Huser and Håvard Rue

Efficient Reconstructions of Common Era Climate via Integrated Nested Laplace Approximations pp. 535-554

Luis A. Barboza, Julien Emile-Geay, Bo Li and Wan He

Volume 24, issue 2, 2019

Comparison of Deep Neural Networks and Deep Hierarchical Models for Spatio-Temporal Data pp. 175-203

Christopher K. Wikle

Efficient Sequential Monte Carlo Algorithms for Integrated Population Models pp. 204-224

Axel Finke, Ruth King, Alexandros Beskos and Petros Dellaportas

Multivariate Bioclimatic Indices Modelling: A Coregionalised Approach pp. 225-244

Xavier Barber, David Conesa, Antonio López-Quílez and Javier Morales

Spatiotemporal Balanced Sampling Design for Longitudinal Area Surveys pp. 245-263

Zhonglei Wang and Zhengyuan Zhu

Computation of Lacunarity from Covariance of Spatial Binary Maps pp. 264-288

Kassel Hingee, Adrian Baddeley, Peter Caccetta and Gopalan Nair

Hypothesis Tests for Principal Component Analysis When Variables are Standardized pp. 289-308

Johannes Forkman, Julie Josse and Hans-Peter Piepho

Post-processing Multiensemble Temperature and Precipitation Forecasts Through an Exchangeable Normal-Gamma Model and Its Tobit Extension pp. 309-345

Marie Courbariaux, Pierre Barbillon, Luc Perreault and Éric Parent

Quasi-beta Longitudinal Regression Model Applied to Water Quality Index Data pp. 346-368

Ricardo Rasmussen Petterle, Wagner Hugo Bonat and Cassius Tadeu Scarpin

Modelling Spatio-Temporal Variation in Sparse Rainfall Data Using a Hierarchical Bayesian Regression Model pp. 369-393

Sabyasachi Mukhopadhyay, Joseph O. Ogutu, Gundula Bartzke, Holly T. Dublin and Hans-Peter Piepho

Volume 24, issue 1, 2019

Bayesian Dynamic Linear Models for Estimation of Phenological Events from Remote Sensing Data pp. 1-25

Margaret Johnson, Petruţa C. Caragea, Wendy Meiring, C. Jeganathan and Peter M. Atkinson

Developing Integer Calibration Weights for Census of Agriculture pp. 26-48

Luca Sartore, Kelly Toppin, Linda Young and Clifford Spiegelman

Non-Gaussian Covariate-Dependent Spatial Measurement Error Model for Analyzing Big Spatial Data pp. 49-72

Vahid Tadayon and Abdolrahman Rasekh

Extreme Value-Based Methods for Modeling Elk Yearly Movements pp. 73-91

Dhanushi A. Wijeyakulasuriya, Ephraim M. Hanks, Benjamin A. Shaby and Paul C. Cross

Insights of Global Sensitivity Analysis in Biological Models with Dependent Parameters pp. 92-111

Julien Sainte-Marie and Paul-Henry Cournède

Modeling and Prediction of Multiple Correlated Functional Outcomes pp. 112-129

Jiguo Cao, Kunlaya Soiaporn, Raymond J. Carroll and David Ruppert

Emulated Multivariate Global Sensitivity Analysis for Complex Computer Models Applied to Agricultural Simulators pp. 130-153

Daniel W. Gladish, Ross Darnell, Peter J. Thorburn and Bhakti Haldankar

Estimation of Population Size When Capture Probability Depends on Individual States pp. 154-172

Hannah Worthington, Rachel S. McCrea, Ruth King and Richard A. Griffiths

Review of Bayesian Regression Modelling with INLA by Xiaofeng Wang, Yu Ryan Yue, and Julian J. Faraway pp. 173-174

Kathryn Morrison