<jupyter_start><jupyter_text>***Write out a description of the effects that age and gender have on the odds of developing hearing problems in terms a layperson could understand. Include estimates for the odds of hearing problems in a 95 year old woman and a 50 year old man.*** logit(HasHearingProblem)=−1+.02∗age+1∗male<jupyter_code>import math
#odds of hearing problems in a 95 year old woman
a = -1+ 0.02*95 + 1*0
c = math.exp( a )
d = math.exp( a )/(1+ c)
print('Probability of having hearing problems over not having them:', c)
print('HashearingProblem:', d)<jupyter_output>HashearingProblem: 2.45960311115695
HashearingProblem: 0.710949502625004<jupyter_text>The probability of a 95 year old man of having hearing problems is nearly 2.5 times more than the probability of not developing them being the probability of 71%<jupyter_code>#odds of hearing problems in a 50 year old man
b = -1+.02*50+1*1
c = math.exp( a )
d = math.exp( a )/(1+ c)
print('Probability of having hearing problems over not having them:', c)
print('HashearingProblem:', d)<jupyter_output>Probability of having hearing problems over not having them: 2.45960311115695
HashearingProblem: 0.710949502625004
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