@Article{heinze:02,
  Title                    = {A solution to the problem of separation in logistic regression},
  Author                   = {Heinze, G. and Schemper, M.},
  Journal                  = {Statistics in Medicine},
  Year                     = {2002},
  Pages                    = {2409--2419},
  Volume                   = {21}
}

@Article{cordeiro:91,
  Title                    = {Bias correction in generalized linear models},
  Author                   = {Cordeiro, G.~M. and McCullagh, P.},
  Journal                  = rssb,
  Year                     = {1991},
  Number                   = {3},
  Pages                    = {629--643},
  Volume                   = {53}
}

@Article{firth:93,
  Title                    = {Bias Reduction of maximum likelihood estimates},
  Author                   = {Firth, D.},
  Journal                  = Biometrika,
  Year                     = {1993},
  Number                   = {1},
  Pages                    = {27--38},
  Volume                   = {80}
}

@Book{agresti:15,
  title     = {Foundations of Linear and Generalized Linear Models},
  publisher = {Wiley},
  year      = {2015},
  author    = {Agresti, A.},
  series    = {Wiley Series in Probability and Statistics},
  isbn      = {9781118730034},
  lccn      = {2014036543}
}

@Article{cox:68,
  Title                    = {A General Definition of Residuals (with Discussion)},
  Author                   = {Cox, D. R. and Snell, E. J.},
  Journal                  = {Journal of the Royal Statistical Society, Series B: Methodological},
  Year                     = {1968},
  Pages                    = {248--275},
  Volume                   = {30}
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@PhdThesis{kosmidis:07,
  Title                    = {Bias reduction in exponential family nonlinear models},
  Author                   = {Kosmidis, I.},
  School                   = {Department of Statistics, University of Warwick},
  Year                     = {2007},
  Url                      = {https://www.ikosmidis.com/files/ikosmidis_thesis.pdf}
}


@Article{kosmidis:09,
  Title                    = {Bias reduction in exponential family nonlinear models},
  Author                   = {Kosmidis, I. and Firth, D.},
  Journal                  = {Biometrika},
  Year                     = {2009},
  Number                   = {4},
  Pages                    = {793--804},
  Volume                   = {96},
  Doi                      = {10.1093/biomet/asp055},
  Eprint                   = {http://biomet.oxfordjournals.org/cgi/reprint/96/4/793.pdf},
  Url                      = {http://biomet.oxfordjournals.org/cgi/content/abstract/96/4/793}
}

@Article{kosmidis:10,
  Title                    = {A generic algorithm for reducing bias in parametric estimation},
  Author                   = {Kosmidis, I. and Firth, D.},
  Journal                  = {Electronic Journal of Statistics},
  Year                     = {2010},
  Pages                    = {1097--1112},
  Volume                   = {4},
  Doi                      = {10.1214/10-EJS579},
  Url                      = {http://dx.doi.org/10.1214/10-EJS579}
}

@Article{kosmidis:11,
  Title                    = {Multinomial logit bias reduction via the Poisson log-linear model},
  Author                   = {Kosmidis, I. and Firth, D.},
  Journal                  = {Biometrika},
  Year                     = {2011},
  Number                   = {3},
  Pages                    = {755-759},
  Volume                   = {98},

  Owner                    = {yiannis},
  Timestamp                = {2010.05.16}
}

@Article{kosmidis:14,
  Title                    = {Bias in parametric estimation: reduction and useful side-effects},
  Author                   = {Kosmidis, I.},
  Journal                  = {Wiley Interdisciplinary Reviews: Computational Statistics},
  Year                     = {2014},
  Number                   = {3},
  Pages                    = {185--196},
  Volume                   = {6},
  Doi                      = {10.1002/wics.1296},
  ISSN                     = {1939-0068},
  Keywords                 = {jackknife/bootstrap, indirect inference, penalized likelihood, infinite estimates, separation in models with categorical responses},
  Publisher                = {John Wiley \& Sons, Inc.},
  Url                      = {http://dx.doi.org/10.1002/wics.1296}
}

@Article{kosmidis:14a,
  Title                    = {Improved estimation in cumulative link models},
  Author                   = {Kosmidis, I.},
  Journal                  = {Journal of the Royal Statistical Society, Series B: Methodological},
  Year                     = {2014},
  Number                   = {1},
  Pages                    = {169--196},
  Volume                   = {76},

  Doi                      = {10.1111/rssb.12025},
  ISSN                     = {1467-9868},
  Keywords                 = {Adjusted counts, Adjusted score equations, Ordinal response models, Reduction of bias, Shrinkage},
  Url                      = {http://dx.doi.org/10.1111/rssb.12025}
}


@book{mccullagh:89,
	author = "McCullagh, P. and Nelder, J. A.",
	year = 1989,
	edition = {2nd},
	title = "Generalized Linear Models",
	address ="London",
	publisher = "Chapman and Hall"
}

