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asbio (version 1.9-7)

prostate: Prostate cancer data

Description

Hastie et al. (2001) describe a cancer research study that attempted to associate prostate specific antigens and and a number of prognostic measures in the context of advanced prostate cancer.

Data in the experiment were collected from 97 men who were about to undergo radial prostectomies.

Usage

data(prostate)

Arguments

Format

A data frame with 97 observations on the following 4 variables.

PSA

Serum prostate-specific albumin level (mg/ml).

vol

Tumor volume (cc).

weight

Prostate weight (g).

Gleason

Pathologically determined grade of disease. Summed scores were either 6, 7, or 8 with higher scores indicating worse prognosis.

References

Hastie, T., R. Tibshirani, and J. Friedman (2009) The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition. Springer.