[Date Prev][Date Next][Thread Prev][Thread Next][Date index][Thread index]

From |
"David Harrison" <david.harrison@icnarc.org> |

To |
<statalist@hsphsun2.harvard.edu> |

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

Date |
Fri, 3 Jun 2005 10:34:58 +0100 |

It is not quite as bad as you make out... You have written the RRR as (using a slightly shorter shorthand): [P(Y=Y2|X)/P(Y=Y1|X)]/[P(Y=Y2|!X)/P(Y=Y1|!X)] But, note that you could rearrange this to: [P(Y=Y2|X)/P(Y=Y2|!X)]/[P(Y=Y1|X)/P(Y=Y1|!X)] This is clearly a ratio of two relative risks - hence the term relative risk ratio. I don't think it would be reasonable to refer to the ratio of any two probabilities as a "relative risk". David -----Original Message----- From: n p [mailto:nik_padazis@yahoo.com] Sent: 03 June 2005 10:13 To: statalist@hsphsun2.harvard.edu Subject: Re: st: odds ratio vs. RRR in multinomial logistic regression 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/ * * 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/

**Follow-Ups**:**RE: st: odds ratio vs. RRR in multinomial logistic regression***From:*Michelle <cantibridgian@yahoo.com>

- Prev by Date:
**Re: st: odds ratio vs. RRR in multinomial logistic regression** - Next by Date:
**st: matrix-addressing rownames-inserting missings** - Previous by thread:
**Re: st: odds ratio vs. RRR in multinomial logistic regression** - Next by thread:
**RE: st: odds ratio vs. RRR in multinomial logistic regression** - Index(es):

© Copyright 1996–2014 StataCorp LP | Terms of use | Privacy | Contact us | What's new | Site index |