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okay lets continue with mortality Im going to look at the direct age adjustments and the data set and the table Im going to use comes from a lecture by Marie Dean or West and Su Khan Khan Qian or AXA both PhDs Johns Hopkins University if you want to get this slide set yourself its right here go for it so this here table is looking at single males and comparing them to married males and were looking at the death rates for these two groups and there are age specific rates that were listed here and you can see the age groups here the young 15 to 24 year olds 25 to 44 44 to 64 65 to 74 and the 75 and older so who do you think is more likely to die the single males or the married males well lets look at the crude mortality rates here and so down here we see 8.0 line for the single males and 17 point to 6 for the married males so the married males have a higher mortality rate so the lesson here is dont get married guys the blood wave its not quite that easy lets look specifically n