Man pages for BigDataStatMeth
Statistical Methods and Algorithms for Big Data
| bdAdd_hdf5_matrix | Write matrix to existing hdf5 file |
| bdapply_Function_hdf5 | Apply function to different datasets inside a group |
| bdBind_hdf5 | Bind matrices by rows or columns |
| bdblockmult | Block matrix multiplication with Delayed Array Object |
| bdblockmult_hdf5 | Block matrix multiplication with hdf5 datasets |
| bdblockmult_sparse | Block matrix multiplication |
| bdblockmult_sparse_hdf5 | Block matrix multiplication |
| bdblockmult_vector | Block matrix-vector multiplication with Delayed Array Object |
| bdCCA_hdf5 | Canonical Correlation Analysis |
| bdCreateEmptyDataset_hdf5 | Create groups |
| bdCreateGroup_hdf5 | Create groups |
| bdCreate_hdf5_matrix_file | Create hdf5 data file and write data to it |
| bdCreateLink_hdf5 | Create hard link between two datasets |
| bdCrossprod | Crossproduct |
| bdCrossprod_hdf5 | Crossprod with hdf5 matrix |
| bdCrossprod_Weighted | Matrix Crossprod with R-objects and Delayed Array Object |
| bddtrsm | Solves matrix equations : A*X = B |
| bdgetDatasetsList_hdf5 | Gets all dataset names inside a group |
| bdgetDim_hdf5 | Get dataset dimensions |
| bdget_maf_hdf5 | Get minor allele frequency |
| bdImportData_hdf5 | Import data from url or a file |
| bdImport_text_to_hdf5 | Converts text file to hdf5 data file |
| bdImpute_snps_hdf5 | Impute SNPs in hdf5 omic dataset |
| bdInvCholesky | Inverse Cholesky |
| bdlm_paral | Linear regression using MLR-MR algorithm |
| bdNormalize_Data | Normalize Delayed Array matrix |
| bdNormalize_hdf5 | Normalize dataset in hdf5 file |
| bdparallelpow2 | Pow vector |
| bdparallelVectorSum | Sumarize vector |
| bdPCA_hdf5 | PCA Descomposition |
| bdpseudoinv | Pseudo-Inverse |
| bdQR | QR Decomposition |
| bdReduce_matrix_hdf5 | Reduce hdf5 dataset |
| bdRemove_hdf5_element | Remove element group or dataset from hdf5 file |
| bdRemovelowdata | Remove SNPs in hdf5 omic dataset with low data |
| bdremove_maf_hdf5 | Remove SNPs in hdf5 omic dataset with low data |
| bdScalarwproduct | Matrix - Weighted Scalar Multiplication with numerical or... |
| bdSolve | Solve matrix equations |
| bdSplit_matrix_hdf5 | Split hdf5 dataset |
| bdSVD | k first SVD components for DelayedArray |
| bdSVD_hdf5 | Block SVD decomposition using an incremental algorithm. |
| bdSVD_lapack | Complete SVD with Lapack Functions for DelayedArray and... |
| bdtCrossprod | Crossproduct |
| bdtCrossprod_hdf5 | Transposed Crossprod with hdf5 matrix |
| bdtCrossprod_Weighted | Block matrix multiplication with Delayed Array Object |
| bdwproduct | Matrix - Weighted vector Multiplication with numerical or... |
| BigDataStatMeth | BigDataStatMEth package documentation |
| blockmult | Block matrix multiplication with Delayed Array Object |
| cancer | Cancer classification |
| colesterol | Dataset colesterol |
| getQRbyBlocks | QR by blocks |
| miRNA | miRNA |
