Guest Editor's Introduction to the Special Issue on 'Modern Dimension Reduction Methods for Big Data Problems in Ecology'.
- Published in:
- 2013
- By:
- Publication type:
- Editorial
Works matching IS 10857117 AND DT 2013 AND VI 18 AND IP 3
Results: 10
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Hierarchical Bayesian Spatio-Temporal Conway-Maxwell Poisson Models with Dynamic Dispersion.
- Published in:
- Journal of Agricultural, Biological & Environmental Statistics (JABES), 2013, v. 18, n. 3, p. 335, doi. 10.1007/s13253-013-0141-2
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- Publication type:
- Article
3
Modeling Complex Spatial Dependencies: Low-Rank Spatially Varying Cross-Covariances With Application to Soil Nutrient Data.
- Published in:
- Journal of Agricultural, Biological & Environmental Statistics (JABES), 2013, v. 18, n. 3, p. 274, doi. 10.1007/s13253-013-0140-3
- By:
- Publication type:
- Article
4
Bayesian Clustering of Animal Abundance Trends for Inference and Dimension Reduction.
- Published in:
- Journal of Agricultural, Biological & Environmental Statistics (JABES), 2013, v. 18, n. 3, p. 299, doi. 10.1007/s13253-013-0143-0
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- Publication type:
- Article
5
On Estimation and Selection of Autologistic Regression Models via Penalized Pseudolikelihood.
- Published in:
- Journal of Agricultural, Biological & Environmental Statistics (JABES), 2013, v. 18, n. 3, p. 429, doi. 10.1007/s13253-013-0144-z
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- Publication type:
- Article
6
Finite Mixture of Regression Modeling for High-Dimensional Count and Biomass Data in Ecology.
- Published in:
- Journal of Agricultural, Biological & Environmental Statistics (JABES), 2013, v. 18, n. 3, p. 357, doi. 10.1007/s13253-013-0146-x
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- Publication type:
- Article
7
Ecological Prediction With Nonlinear Multivariate Time-Frequency Functional Data Models.
- Published in:
- Journal of Agricultural, Biological & Environmental Statistics (JABES), 2013, v. 18, n. 3, p. 450, doi. 10.1007/s13253-013-0142-1
- By:
- Publication type:
- Article
8
Spatial Regression Modeling for Compositional Data With Many Zeros.
- Published in:
- Journal of Agricultural, Biological & Environmental Statistics (JABES), 2013, v. 18, n. 3, p. 314, doi. 10.1007/s13253-013-0145-y
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- Publication type:
- Article
9
Computationally Efficient Statistical Differential Equation Modeling Using Homogenization.
- Published in:
- Journal of Agricultural, Biological & Environmental Statistics (JABES), 2013, v. 18, n. 3, p. 405, doi. 10.1007/s13253-013-0147-9
- By:
- Publication type:
- Article
10
Dynamic Inverse Prediction and Sensitivity Analysis With High-Dimensional Responses: Application to Climate-Change Vulnerability of Biodiversity.
- Published in:
- Journal of Agricultural, Biological & Environmental Statistics (JABES), 2013, v. 18, n. 3, p. 376, doi. 10.1007/s13253-013-0139-9
- By:
- Publication type:
- Article