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From |
n p <nik_padazis@yahoo.com> |

To |
statalist@hsphsun2.harvard.edu |

Subject |
Re: st: odds ratio vs. RRR in multinomial logistic regression |

Date |
Fri, 3 Jun 2005 02:12:43 -0700 (PDT) |

Suppose your dependent variable Y has three categories : Y1, Y2 and Y3. Let's assume Y1 is used as the comparison group. Now if you have just one binary covariate X (0,1) you get two betas from the mlogit command :b1, b2 exp(b1)=[P(Y=Y2)/P(Y=Y1) | X=1]/[P(Y=Y2)/P(Y=Y1) | X=0] and exp(b2)=[P(Y=Y3)/P(Y=Y1) | X=1]/[P(Y=Y3)/P(Y=Y1) | X=0] thus the exponentiated betas are ratios of probability ratios. If one names the probability ratios "relative risk" then we get the "relative risk ratios". They are not "Odds Ratios" because P(Y=Y2)+P(Y=Y1)!=1 and similarly P(Y=Y3)+P(Y=Y1)!=1 (whereas in simple logistic regression P(Y=1)+P(Y=0)=1 thus P(Y=1)/P(Y=0)= P(Y=1)/[1-P(Y=1)] that is Odds). I hope this is clear and correct Nikos Pantazis Biostatistician --- Richard Williams <Richard.A.Williams.5@ND.edu> wrote: > At 08:38 AM 6/2/2005 -0700, Michelle wrote: > >I understand that mlogit allows you to type "RRR" > to > >get the relative risk ratio. My understanding is > that > >RRR is the ratio of probabilities, while odds ratio > is > >the ratio of odds. > >Is this correct? If so, why can't I get an odds > ratio > >from mlogit? > > Whatever you call it (and different programs call it > different things) it > is the exponentiated coefficient. Different > programs call it the odds > ratio, irr, rrr, exp(b). There was a discussion on > stata list a little > while back about what the best terminology was. > > ------------------------------------------- > Richard Williams, Notre Dame Dept of Sociology > OFFICE: (574)631-6668, (574)631-6463 > FAX: (574)288-4373 > HOME: (574)289-5227 > EMAIL: Richard.A.Williams.5@ND.Edu > WWW (personal): http://www.nd.edu/~rwilliam > WWW (department): http://www.nd.edu/~soc > > * > * For searches and help try: > * > http://www.stata.com/support/faqs/res/findit.html > * http://www.stata.com/support/statalist/faq > * http://www.ats.ucla.edu/stat/stata/ > __________________________________________________ Do You Yahoo!? Tired of spam? Yahoo! Mail has the best spam protection around http://mail.yahoo.com * * For searches and help try: * http://www.stata.com/support/faqs/res/findit.html * http://www.stata.com/support/statalist/faq * http://www.ats.ucla.edu/stat/stata/

**References**:**Re: st: odds ratio vs. RRR in multinomial logistic regression***From:*Richard Williams <Richard.A.Williams.5@ND.edu>

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