Severin Hauenstein
Biographic Data
| ID | 10717520 |
|---|---|
| NAME | Severin Hauenstein |
| GIVEN NAMES | Severin |
| FAMILY NAME | Hauenstein |
| SIGNATURE | HAUENSTEIN S |
| AFFILIATIONS | Dept of Biometry and Environmental System Analysis Univ. of Freiburg Freiburg Germany |
| ORCID | 0000-0001-8003-0944 |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2017 |
| LATEST PUBLICATION YEAR | 2017 |
| H-INDEX | 0 |
Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure
Ecological data often show temporal, spatial, hierarchical (random effects), or phylogenetic structure. Modern statistical approaches are increasingly accounting for such dependencies. However, when performing cross‐validation, these structures are regularly ignored, resulting in serious underestimation of predictive error. One cause for the poor performance of uncorrected (random) cross‐validation, noted often by modellers, are dependence struct…
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Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure
Ecological data often show temporal, spatial, hierarchical (random effects), or phylogenetic structure. Modern statistical approaches are increasingly accounting for such dependencies. However, when performing cross‐validation, these structures are regularly ignored, resulting in serious underestimation of predictive error. One cause for the poor performance of uncorrected (random) cross‐validation, noted often by modellers, are dependence struct…
Artificial Intelligence (1 work) · Autoregressive model (1 work) · Biology (1 work) · Computer Science (1 work) · Contrast (vision) (1 work) · Cross-validation (1 work) · Data mining (1 work) · Ecology (1 work) · Ecology and Vegetation Dynamics Studies (1 work) · Econometrics (1 work)