# Canonical Correlation Analysis and Partial Least Squares for Identifying Brain–Behavior Associations: A Tutorial and a Comparative Study

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/canonical-correlation-analysis-and-partial-least-squares-for-identifying-brain/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Ágoston Mihalik,James W. Chapman,Rick A. Adams,Nils R. Winter,Fábio S. Ferreira,John Shawe‐Taylor,Janaı́na Mourão-Miranda |
| Citations | 91 |
| DOI | 10.1016/j.bpsc.2022.07.012 |
| Fields | Agricultural and Biological Sciences,Neuroscience,Psychology |
| Open Access | true |
| OA Status | hybrid |
| OA URL | https://www.sciencedirect.com/science/article/pii/S2451902222001859/pdf |
| OpenAlex ID | https://openalex.org/W4292289226 |
| PMID | 35952973 |
| Type | article |
| Year | 2022 |

## Paper authors

- [James W. Chapman](https://scholariq.org/researchers/james-w-chapman/)

## Paper primary topic

- [Functional Brain Connectivity Studies](https://scholariq.org/topics/functional-brain-connectivity-studies/)

## Paper topics

- [Functional Brain Connectivity Studies](https://scholariq.org/topics/functional-brain-connectivity-studies/)
- [Mental Health Research Topics](https://scholariq.org/topics/mental-health-research-topics/)
- [Sensory Analysis and Statistical Methods](https://scholariq.org/topics/sensory-analysis-and-statistical-methods/)

---
Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.