Contingency Tables   default   ed   No Yes Total Did not complete high school   Observed   293   79   372     Expected   274.75   97.25   372.00     % within row   78.8 %   21.2 %   100.0 %     % within column   56.7 %   43.2 %   53.1 %     % of total   41.9 %   11.3 %   53.1 %   High school degree   Observed   139   59   198     Expected   146.24   51.76   198.00     % within row   70.2 %   29.8 %   100.0 %     % within column   26.9 %   32.2 %   28.3 %     % of total   19.9 %   8.4 %   28.3 %   Some college   Observed   57   30   87     Expected   64.26   22.74   87.00     % within row   65.5 %   34.5 %   100.0 %     % within column   11.0 %   16.4 %   12.4 %     % of total   8.1 %   4.3 %   12.4 %   College degree   Observed   24   14   38     Expected   28.07   9.93   38.00     % within row   63.2 %   36.8 %   100.0 %     % within column   4.6 %   7.7 %   5.4 %     % of total   3.4 %   2.0 %   5.4 %   Post-undergraduate degree   Observed   4   1   5     Expected   3.69   1.31   5.00     % within row   80.0 %   20.0 %   100.0 %     % within column   0.8 %   0.5 %   0.7 %     % of total   0.6 %   0.1 %   0.7 %   Total   Observed   517   183   700     Expected   517.00   183.00   700.00     % within row   73.9 %   26.1 %   100.0 %     % within column   100.0 %   100.0 %   100.0 %     % of total   73.9 %   26.1 %   100.0 %     χ² Tests   Value df p χ²   11.5   4   0.022   χ² continuity correction   11.5   4   0.022   Fisher's exact test         0.017   N   700         Nominal   Value Phi-coefficient   NaN   Cramer's V   0.128     Is there a relationship between the educational attainment of the respondents in terms of loan/credit default? Which group in terms of educational attainment has high loan/credit default?

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
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Contingency Tables
  default  
ed   No Yes Total
Did not complete high school   Observed   293   79   372  
  Expected   274.75   97.25   372.00  
  % within row   78.8 %   21.2 %   100.0 %  
  % within column   56.7 %   43.2 %   53.1 %  
  % of total   41.9 %   11.3 %   53.1 %  
High school degree   Observed   139   59   198  
  Expected   146.24   51.76   198.00  
  % within row   70.2 %   29.8 %   100.0 %  
  % within column   26.9 %   32.2 %   28.3 %  
  % of total   19.9 %   8.4 %   28.3 %  
Some college   Observed   57   30   87  
  Expected   64.26   22.74   87.00  
  % within row   65.5 %   34.5 %   100.0 %  
  % within column   11.0 %   16.4 %   12.4 %  
  % of total   8.1 %   4.3 %   12.4 %  
College degree   Observed   24   14   38  
  Expected   28.07   9.93   38.00  
  % within row   63.2 %   36.8 %   100.0 %  
  % within column   4.6 %   7.7 %   5.4 %  
  % of total   3.4 %   2.0 %   5.4 %  
Post-undergraduate degree   Observed   4   1   5  
  Expected   3.69   1.31   5.00  
  % within row   80.0 %   20.0 %   100.0 %  
  % within column   0.8 %   0.5 %   0.7 %  
  % of total   0.6 %   0.1 %   0.7 %  
Total   Observed   517   183   700  
  Expected   517.00   183.00   700.00  
  % within row   73.9 %   26.1 %   100.0 %  
  % within column   100.0 %   100.0 %   100.0 %  
  % of total   73.9 %   26.1 %   100.0 %  
 
χ² Tests
  Value df p
χ²   11.5   4   0.022  
χ² continuity correction   11.5   4   0.022  
Fisher's exact test         0.017  
N   700      
 
Nominal
  Value
Phi-coefficient   NaN  
Cramer's V   0.128  
 
  • Is there a relationship between the educational attainment of the respondents in terms of loan/credit default?
  • Which group in terms of educational attainment has high loan/credit default?
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