R: Generalized Linear Models (GLM) for Large Data Sets

# Generalized Linear Models (GLM) for Large Data Sets

## Documentation for package ‘bigReg’ version 0.1.5

- DESCRIPTION file

## Help Pages

.control | Function for creating control parameters for the GLM fit
asInteger | converts numeric vector to integer
bglm | Function to carry out generalized linear regression on a data_frame data object
bglm_predict | predict function for bglm object
binomial_ | binomial family function
blm | Function to carry out linear regression on a data_frame data object
CreateFactor | creates factor from numeric vector and character vector as levels
data_frame | function to create a data_frame object
data_matrix | function to create a data_frame object
family_ | family function
Gamma_ | Gamma family function
gaussian_ | gaussian family function
inverse.gaussian_ | inverse.gaussian family function
load_data_frame | function to load data_frame object
load_data_matrix | function to load data_frame object
myIn | finds whether x is in y
mySeq | mySeq function to sequence integers
plasma | plasma data from the HSAUR package
poisson_ | poisson family function
print.bglm | print function for the bglm object
print.blm | print function for the blm object
print.data_frame | print function for a data_frame
print.data_matrix | print function for a data_matrix
print.summary.bglm | Function to print the summary object from the bglm object
print.summary.blm | Function to print the summary object from the blm object
process_bglm_block | Function to print the summary object from the blm object
quasibinomial_ | quasibinomial family function
quasipoisson_ | quasipoisson family function
quasi_ | quasi family function
readNumericVector | reads numeric vector to file
read_df_block | read data frame block from file
read_df_blocks | read multiple blocks of data frames from file
read_matrix_block | read matrix block from file
read_matrix_blocks | read matrix blocks from file
r_bind | row binding for benchmarking ...
summary.bglm | summary function for the bglm object
summary.blm | summary function for the blm object
sum_bglm_block | The reduction function for the algorithm
SVD | Singular value decomposition of the aggregated list from XWXMatrix(W) functions
writeNumericVector | writes numeric vector to file
write_numeric_vector | writes numeric vector to file
XWXMatrix | Calculation of iterative regression components
XWXMatrixW | Calculation of iterative regression components