Cargando…
The unbiased estimation of the fraction of variance explained by a model
The correlation coefficient squared, r(2), is commonly used to validate quantitative models on neural data, yet it is biased by trial-to-trial variability: as trial-to-trial variability increases, measured correlation to a model’s predictions decreases. As a result, models that perfectly explain neu...
| Autores principales: | , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2021
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8367013/ https://www.ncbi.nlm.nih.gov/pubmed/34347786 http://dx.doi.org/10.1371/journal.pcbi.1009212 |