PROBABILITY, CRITICAL VALUE, TEST STATISTIC AND ALPHA
ALPHA translates into a Critical Value--the larger the ALPHA the smaller the Critical Value (ignore sign)
A Big Test Statistic (calculated) is associated with a small probability (that HO is true).
If your probability (provided by computer) is small less that Alpha ( reject the null hypothesis)
If your Calculated Statistic (T, Chi Sq) is larger then CV then reject the null--why?