The table shows data from an SPSS printout for some analyses of 2008 GSS data on race and party ID.
a. Interpret the expected count for the first cell.
b. Interpret the standardized residual of 12.5 for the first cell (SPSS calls it an adjusted residual).
c. How would you summarize to someone who has never studied statistics what you learn from the standardized residuals given in the four corner cells on this printout?

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race party ID Crosstabulation ty ID democrat ndent republican Total race black Count192 75 8 275 735 275.0 Expected Count100.0101.5 Adjusted Residual12.5 9.7 white Count 459 586 471 1516 Expected Count 5510559.5 405.5 1516.0 Adjusted Residual | -12.5 9.7 Total Coun651 661 479 1791 Expected Count61.0 6.0 479.0 1791O