query: How is canonical correlation analysis related to multivariate regression?
positive_passages.docid: 145172
positive_passages.text: Objective function of canonical correlation analysis (CCA)
negative_passages.docid: 116362
negative_passages.text: Is PCA unstable under multicollinearity?
negative_passages.docid: 92434
negative_passages.text: Hat matrix and leverages in classical multiple regression
negative_passages.docid: 113346
negative_passages.text: What is the proper association measure of a variable with a PCA component (on a biplot / loading plot)?
negative_passages.docid: 17773
negative_passages.text: Why is polynomial regression considered a special case of multiple linear regression?
negative_passages.docid: 49907
negative_passages.text: Clustering variables based on correlations between them
negative_passages.docid: 7970
negative_passages.text: Why does the product of the bivariate regression coefficients of the $y$-on-$x$ line and $x$-on-$y$ line equal the square of the correlation?
negative_passages.docid: 107285
negative_passages.text: Why does a positively correlated variable have a negative coefficient in a multiple regression?
negative_passages.docid: 6293
negative_passages.text: Is there a way to use the covariance matrix to find coefficients for multiple regression?
negative_passages.docid: 95497
negative_passages.text: Book recommendations for multivariate analysis
negative_passages.docid: 104236
negative_passages.text: Factor analysis and regression
negative_passages.docid: 105794
negative_passages.text: What is the relationship between $\text{Cov}[\mathbf{X},\mathbf{X}]$ and $(\mathbf{X}^T \mathbf{X})^{-1}$ in multiple regression?
negative_passages.docid: 127294
negative_passages.text: Geometric interpretation of multiple correlation coefficient $R$ and coefficient of determination $R^2$
negative_passages.docid: 29123
negative_passages.text: Multivariate distributions
negative_passages.docid: 10782
negative_passages.text: Correlations with unordered categorical variables
negative_passages.docid: 97758
negative_passages.text: Is using correlation matrix to select predictors for regression correct?
negative_passages.docid: 29579
negative_passages.text: Ways to measure distance from multivariate Gaussian (Mahalanobis distance)