Man pages for dajmcdon/cplr
Compressed and penalized linear regression
| compressedRidge | Perform compressed (penalized) linear regression |
| cplr | cplr: Compressed and penalized linear regression |
| createData | Generates data as in the paper |
| GCVridge | The generalized cross validation (GCV) score for ridge... |
| generateb | Generates a vector of population regression coefficients |
| generateCov | Generates the square root of the covariance matrix |
| generateX | Generates the design matrix |
| generateY | Generates the response variable |
| genes | Genetics datasets |
| logScaleSeq | Create a sequence of numbers equally spaced on the log scale |
| neuro | T1 weighted MR image of a brain |
| ridgeRegression | No intercept ridge regression, optimal lambda |
| rlaplace | Generates standard Lapace random variates |
