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The SAS System The SAS System: The CORR Procedure The CORR Procedure

This document summarizes the results of a correlation analysis between 7 variables (delinq_2yrs, loan_amt, term, int_rate, installment, annual_inc, age) related to loans. It provides basic statistics for each variable as well as a correlation matrix showing the Pearson correlation coefficients between each pair of variables and their significance values. The correlation between loan amount and installment is very high (0.92) while age is negatively correlated with delinq_2yrs and annual income.

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Nakshtra Das
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37 views1 page

The SAS System The SAS System: The CORR Procedure The CORR Procedure

This document summarizes the results of a correlation analysis between 7 variables (delinq_2yrs, loan_amt, term, int_rate, installment, annual_inc, age) related to loans. It provides basic statistics for each variable as well as a correlation matrix showing the Pearson correlation coefficients between each pair of variables and their significance values. The correlation between loan amount and installment is very high (0.92) while age is negatively correlated with delinq_2yrs and annual income.

Uploaded by

Nakshtra Das
Copyright
© © All Rights Reserved
We take content rights seriously. If you suspect this is your content, claim it here.
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Download as PDF, TXT or read online on Scribd
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The SAS System 11:48 Thursday, June 14, 2019 1

The CORR Procedure

7 Variables: delinq_2yrs loan_amt term int_rate installment annual_inc age

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
delinq_2yrs 100 0.14000 0.34874 14.00000 0 1.00000
loan_amt 100 14115 9832 1411525 1000 40000
term 100 43.44000 11.15576 4344 36.00000 60.00000
int_rate 100 15.70790 4.81216 1571 6.46000 30.75000
installment 100 426.53620 271.76726 42654 31.43000 1179
annual_inc 100 77286 61133 7728628 5000 500000
age 100 31.94000 6.32906 3194 21.00000 50.00000

Pearson Correlation Coefficients, N = 100


Prob > |r| under H0: Rho=0
delinq_2yrs loan_amt term int_rate installment annual_inc age
delinq_2yrs 1.00000 -0.01565 0.04113 0.21024 0.00179 0.16781 -0.27074
0.8772 0.6845 0.0358 0.9859 0.0951 0.0064
loan_amt -0.01565 1.00000 0.53141 -0.10249 0.92149 0.33289 -0.12960
0.8772 <.0001 0.3103 <.0001 0.0007 0.1987
term 0.04113 0.53141 1.00000 0.18201 0.33826 0.20224 -0.18246
0.6845 <.0001 0.0699 0.0006 0.0436 0.0692
int_rate 0.21024 -0.10249 0.18201 1.00000 -0.05703 -0.04582 -0.16745
0.0358 0.3103 0.0699 0.5730 0.6508 0.0959
installment 0.00179 0.92149 0.33826 -0.05703 1.00000 0.27161 -0.01189
0.9859 <.0001 0.0006 0.5730 0.0063 0.9066
annual_inc 0.16781 0.33289 0.20224 -0.04582 0.27161 1.00000 -0.15381
0.0951 0.0007 0.0436 0.6508 0.0063 0.1265
age -0.27074 -0.12960 -0.18246 -0.16745 -0.01189 -0.15381 1.00000
0.0064 0.1987 0.0692 0.0959 0.9066 0.1265

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