| BPs | Bloop pressure data (outcomes)for the jasa paper |
| CCBPs | complete cases (main part of the data) for the jasa paper |
| CHIVE | Estimate the explained variation in high-dimensional linear... |
| EigenPrism | EigenPrism procedure for estimating and generating confidence... |
| EigenPrismFull | Estimating proportion of explained variation using the... |
| example | Example data for method illustration |
| FULLREML | This function implement the maximum likelihood approach with... |
| GCTAREML | This function implement the maximum likelihood approach with... |
| GRE | This function implement the generalized random effects model... |
| IMPallcov | six copies of imputed data for the jasa paper |
| jasaDataAnalysis | Perform data analysis to estimate the proportion of explained... |
| jasaSIMULATION | Simulation studies for JASA submission |
| makecora | generate a square root of a correlation matrix |
| makecorb | generate a square root of a correlation matrix by specifying... |
| makedat | Generate data for simulation studies. |
| makedata | Generate data following high-dimensional linear model. |
| project | Project x to the orthogonal complement of c. |
| projed | project data matrix x to the orthogonal complement of data... |
| R2GCTA | The GCTA approach with bootstrap variance estimate |
| RVee | Estimating equation approach to the proportion of the... |
| RVep | Estimating proportion of explained variation using the... |
| RVls | Least-square approach to proportion of the explained... |
| RVmlde | This function implement the maximum likelihood approach of... |
| RVmldea | This function implement the maximum likelihood approach of... |
| RVsd | Estimating equation approach to the proportion of the... |
| RVsdold | Estimating equation approach to the proportion of the... |
| seldifdat | Select data with index in dat1, but not in dat2. Assuming... |
| Soutput | Output simulation results. |
| sqrtpdm | Find the square root of a positive definite matrix |
| transf | Decorrelation transformation |
| transfsd | Decorrelation |
| trueRV | Calculation of the true r2 and explained variance v2 by... |
| zscale | Rescale data matrix |
