BUPA: BUPA Liver Disorder Data

In cosso: Fit Regularized Nonparametric Regression Models Using COSSO Penalty

BUPA Liver Disorder Data

Description

345 male patients' blood test result and liver disorder status.

Usage

data(BUPA)

Format

CLASS	0: no liver disorder 1: liver disorder
MCV	mean corpuscular volume. minimum 65 and maximum 103 in original scale.
ALKPHOS	alkaline phosphotase. minimum 23 and maximum 138 in original scale.
SGPT	alamine aminotransferase. minimum 4 and maximum 155 in original scale.
SGOT	aspartate aminotransferase. minimum 5 and maximum 82 in original scale.
GAMMAGT	gamma-glutamyl transpeptidase. minimum 5 and maximum 297 in original scale.
DRINKS	number of alcoholic beverages drunk per day. minimum 0 and maximum 20 in original scale.

Details

All the variables, except for the response, have been scaled to [0,1] interval. To transform back to the original scale, use the formula:

x=min+(max-min)*z.

Source

Richard S. Forsyth at BUPA Medical Research Ltd.

cosso documentation built on March 31, 2023, 8:25 p.m.