OSF
open access
Cross-Validation as a Bandwidth Criterion for Geographically Weighted PCA: An Ethics of Ambiguity
Geographically weighted principal component analysis (GWPCA) summarizes spatial multivariate structure through local eigen decompositions whose output depends strongly on a bandwidth, conventionally chosen by leave-one-out cross-validation (CV). While locating the bandwidth that minimizes CV, severa
Conceptio Open Archive
Analyze & explore related research in Conceptio
Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.
OSF
Related documents
- Cross-Validation as a Bandwidth Criterion for Geographically Weighted PCA: An Ethics of Ambiguity#1020735
- Assessing nnU-Net Generalization across Brain Tumor Populations in BraTS-GoAT 2026#1109522
- Geometric Evaluation of Multidimensional Embeddings via Convex Hulls and Ramsey-3,3 Triples#87072
- Validation of multidimensional performance assessment models using hierarchical clustering#239057
- Stockholm3 Use Prior to MRI for Prostate Cancer Detection in a Clinical Care Pathway: a Multi-centered Validation#864480
Record · ID 1016126 · SHA-256 181194287ca0a0b3
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive