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Table 4 Results from full data: Variables identified as associated with PCa aggressiveness by both HCLST-CORR-SGL and NWAS

From: Variable selection in social-environmental data: sparse regression and tree ensemble machine learning approaches

SGL variable(s)

Domain: Description

NWAS variable

Correlation(s)

PCT_SF3_PCT050102

Poverty: % Ratio of Income to Poverty level for persons aged 45–54 under 0.50

PCT_SF3_PCT050102

1.0

PCT_SF3_HCT005092

Housing/Income: %Renter-occupied housing units built 1939–1949 with householder aged 25–34

PCT_SF3_HCT015042

0.912

PCT_SF3_PCT065I007

Employment/Transportation:

% White Only (non-Hispanic) Worker taking public transportation (trolley or streetcar) to work

PCT_SF3_P030007

0.935

PCT_SF3_PCT065A007

% White Only Worker taking public transportation (trolley or streetcar) to work

PCT_SF3_P030007

0.935