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Apr 18th, 2014
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  1. # Some mock data
  2. set.seed(2014)
  3. Y<-rpois(1000,4)
  4. set.seed(2014)
  5. x<-2*Y+0.1*rnorm(1000)
  6.  
  7. # Estimate model
  8. require(MASS)
  9. m1<-glm(Y~x,family="poisson"(link=log))
  10.  
  11. # Get Pseudo R²
  12. require(pscl)
  13. pR2(m1)
  14.  
  15. llh llhNull G2 McFadden r2ML r2CU
  16. -1634.4075357 -2080.4918645 892.1686575 0.2144129 0.5902339 0.5995827
  17.  
  18. # Estimate model with intercept only
  19. m0<-glm(Y~1,family="poisson"(link=log))
  20. R<-1-logLik(m1)/logLik(m0);R
  21.  
  22. 'log Lik.' 0.2144129 (df=2)
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