PLS "Path Modeling" vs PLS "Regression"
66165
Difference between PLS regression and PLS path modeling. Criticism of PLS
108282
How to choose between learning algorithms
87047
For model selection/comparison, what kind of test should I use?
147938
MAPE vs R-squared in regression models
35273
Explain the difference between multiple regression and multivariate regression, with minimal use of symbols/math
35960
Testing the difference in AIC of two non-nested models
10329
Algorithm for minimization of sum of squares in regression packages
54439
Theoretical motivation for using log-likelihood vs likelihood
118772
Is R-squared value appropriate for comparing models?
138120
Linear regression with non-symmetric cost function?
5686
Similarities and differences between correlation and regression
68703
Is there a clear set of conditions under which lasso, ridge, or elastic net solution paths are monotone?
24907
Is there a Bayesian interpretation of linear regression with simultaneous L1 and L2 regularization (aka elastic net)?
32165
What's the difference between regression and analysis of variance?
20900
Regression without intercept: deriving $\hat{\beta}_1$ in least squares (no matrices)
150631
Linear regression best polynomial (or better approach to use)?
74470
What's the added value of SD line over regression line when examining association between 2 variables?