# U.S. unemployment, women # Unit : thousand # Row 1 : years # Row 2 : Married, spouse present # Row 3 : Widowed, divorced or separated # Row 4 : Never married 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 1352 1244 1168 1042 1049 1325 2057 2160 2031 1915 842 828 768 709 724 849 1330 1397 1420 1286 1674 1621 1595 1496 1422 1717 2424 2642 2612 2533

using the data above, perform the contingency table chi-square test with the above steps at =.05. You'll need to develop your own hypotheses.

a. In your R file, report the expected values and the residuals of the above test.