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1.4.4 Prostate Cancer Study Data Set

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The Prostate Cancer Study data set consists of 380 patients in a study to determine whether the variables measured at a baseline medical examination can be used to predict whether the prostatic tumor has penetrated a prostatic capsule. The data were collected by Dr. Donn Young at the Ohio State University Comprehensive Cancer Center and the data have been modified to protect subject confidentiality. Variables included in this data set are summarized in Table 1.4.

Table 1.4 A Description of the Variables in the Prostate Cancer Study Data Set

Variable Description Codes/values Name
1 Identification code ID number ID
2 Tumor penetration of 0 = No penetration CAPSULE
prostatic capsule 1 = Penetration
3 Age Years AGE
4 Race 1 = White RACE
2 = Black
5 Results of the digital 1 = No nodule DPROS
rectal exam 2 = Unilobar nodule (left)
3 = Unilobar nodule (right)
4 = Bilobar nodule
6 Detection of capsular 1 = No DCAPS
involvement in rectal exam 2 = Yes
7 Prostatic-specific mg/ml PSA
antigen value
8 Tumor volume obtained cm3 VOL
from ultrasound
9 Total Gleason score 0–10 GLEASON
Applied Biostatistics for the Health Sciences

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