Marc in the box's user avatar
Marc in the box's user avatar
Marc in the box's user avatar
Marc in the box
  • Member for 11 years, 7 months
  • Last seen more than a month ago
40 votes

How to use R prcomp results for prediction?

38 votes
Accepted

How to perform dimensionality reduction with PCA in R

32 votes

Imputation of missing values for PCA

22 votes

How to determine significant principal components using bootstrapping or Monte Carlo approach?

10 votes
Accepted

Showing spatial and temporal correlation on maps

7 votes
Accepted

Iterative PCA R

5 votes
Accepted

How to use SVD for dimensionality reduction

5 votes
Accepted

Why are the singular values of a standardized data matrix not equal to the eigenvalues of its correlation matrix?

3 votes

For a random matrix, shouldn't a SVD explain nothing at all? What am I doing wrong?

3 votes

Predict only the first N principal components in a PCA analysis

3 votes

Why such a poor result from sparse PCA R package?

3 votes

Generating correlated numbers with predefined correlations

2 votes

Generating visually appealing density heat maps in R

1 vote

Comparing beta coefficient of same variable from two different models in R

1 vote
Accepted

Can empirical orthogonal function (EOF) analysis be used as a predictive model?