Guest Editor’s Introduction to the Special Issue on “Modern Dimension Reduction Methods for Big Data Problems in Ecology” Christopher K. WikleScott H. HolanMevin B. Hooten EditorialNotes 04 July 2013 Pages: 271 - 273
Modeling Complex Spatial Dependencies: Low-Rank Spatially Varying Cross-Covariances With Application to Soil Nutrient Data Rajarshi GuhaniyogiAndrew O. FinleyRichard K. Kobe OriginalPaper 24 May 2013 Pages: 274 - 298
Bayesian Clustering of Animal Abundance Trends for Inference and Dimension Reduction Devin S. JohnsonRolf R. ReamJuan D. Leon Guerrero OriginalPaper 18 May 2013 Pages: 299 - 313
Spatial Regression Modeling for Compositional Data With Many Zeros Thomas J. LeiningerAlan E. GelfandJohn A. Silander Jr. OriginalPaper 18 May 2013 Pages: 314 - 334
Hierarchical Bayesian Spatio-Temporal Conway–Maxwell Poisson Models with Dynamic Dispersion Guohui WuScott H. HolanChristopher K. Wikle OriginalPaper 29 May 2013 Pages: 335 - 356
Finite Mixture of Regression Modeling for High-Dimensional Count and Biomass Data in Ecology Piers K. DunstanScott D. FosterDavid I. Warton OriginalPaper 16 May 2013 Pages: 357 - 375
Dynamic Inverse Prediction and Sensitivity Analysis With High-Dimensional Responses: Application to Climate-Change Vulnerability of Biodiversity James S. ClarkDavid M. BellKai Zhu OriginalPaper 25 May 2013 Pages: 376 - 404
Computationally Efficient Statistical Differential Equation Modeling Using Homogenization Mevin B. HootenMartha J. GarlickJames A. Powell OriginalPaper 29 May 2013 Pages: 405 - 428
On Estimation and Selection of Autologistic Regression Models via Penalized Pseudolikelihood Rao FuAndrew L. ThurmanJun Zhu OriginalPaper 30 May 2013 Pages: 429 - 449
Ecological Prediction With Nonlinear Multivariate Time-Frequency Functional Data Models Wen-Hsi YangChristopher K. WikleMark L. Wildhaber OriginalPaper 26 June 2013 Pages: 450 - 474
