https://github.com/cran/flexmix
Tip revision: e1a6a649dce47d08f3757b2e2cb6e3cdd7a6e591 authored by Bettina Gruen on 24 September 2014, 00:00:00 UTC
version 2.3-12
version 2.3-12
Tip revision: e1a6a64
mixture.bib
@STRING{csda = {Computational Statistics \& Data Analysis} }
@STRING{jasa = {Journal of the American Statistical Association} }
@STRING{jcgs = {Journal of Computational and Graphical Statistics} }
@STRING{jrssa = {Journal of the Royal Statistical Society A} }
@STRING{jrssb = {Journal of the Royal Statistical Society B} }
@Article{ mixtures:aitkin:1999,
author = {Murray Aitkin},
title = {A General Maximum Likelihood Analysis of Variance
Components in Generalized Linear Models},
journal = {Biometrics},
year = 1999,
volume = 55,
pages = {117--128}
}
@Article{ mixtures:aitkin:1999a,
author = {Murray Aitkin},
title = {Meta-Analysis by Random Effect Modelling in
Generalized Linear Models},
journal = {Statistics in Medicine},
year = 1999,
volume = 18,
number = {17--18},
month = {September},
pages = {2343--2351}
}
@Article{ mixtures:biernacki+celeux+govaert:2000,
author = {Christophe Biernacki and Gilles Celeux and
G{\'e}rard Govaert},
title = {Assessing a Mixture Model for Clustering with the
Integrated Completed Likelihood},
journal = {IEEE Transactions on Pattern Analysis and Machine
Intelligence},
year = 2000,
volume = 22,
number = 7,
pages = {719--725},
month = {July}
}
@Article{ mixtures:biernacki+celeux+govaert:2003,
author = {Christophe Biernacki and Gilles Celeux and
G{\'e}rard Govaert},
title = {Choosing Starting Values for the {EM} Algorithm for
Getting the Highest Likelihood in Multivariate
{G}aussian Mixture Models},
journal = csda,
year = 2003,
volume = 41,
pages = {561--575}
}
@Article{ mixtures:boehning+dietz+schlattmann:1999,
author = {Dankmar B{\"o}hning and Ekkehart Dietz and Peter
Schlattmann and Lisette Mendon{\c c}a and Ursula
Kirchner},
title = {The Zero-Inflated {P}oisson Model and the Decayed,
Missing and Filled Teeth Index in Dental
Epidemiology},
journal = jrssa,
year = 1999,
volume = 162,
number = 2,
pages = {195--209},
month = {August}
}
@Book{ mixtures:boehning:1999,
author = {Dankmar B{\"o}hning},
title = {Computer Assisted Analysis of Mixtures and
Applications: Meta-Analysis, Disease Mapping, and
Others},
publisher = {Chapman \& Hall/CRC},
year = 1999,
volume = 81,
series = {Monographs on Statistics and Applied Probability},
address = {London}
}
@Manual{ mixtures:canty+ripley:2010,
title = {boot: Bootstrap R (S-Plus) Functions},
author = {Angelo Canty and Brian Ripley},
year = 2010,
note = {R package version 1.2-43},
url = {http://CRAN.R-project.org/package=boot}
}
@TechReport{ mixtures:celeux+diebolt:1988,
author = {Gilles Celeux and Jean Diebolt},
title = {A Random Imputation Principle: The Stochastic {EM}
Algorithm},
institution = {INRIA},
year = 1988,
type = {Rapports de Recherche},
number = 901,
month = {September}
}
@Article{ mixtures:celeux+govaert:1992,
author = {Gilles Celeux and G{\'e}rard Govaert},
title = {A {C}lassification {EM} Algorithm for Clustering and
Two Stochastic Versions},
journal = {Computational Statistics \& Data Analysis},
year = 1992,
volume = 14,
number = 3,
pages = {315--332},
month = {October}
}
@Book{ mixtures:chambers:1998,
author = {John M. Chambers},
title = {Programming with Data},
publisher = {Springer-Verlag},
year = 1998,
address = {New York},
isbn = {0-387-98503-4}
}
@Article{ mixtures:dasgupta+raftery:1998,
author = {Abhijit Dasgupta and Adrian E. Raftery},
title = {Detecting Features in Spatial Point Processes with
Clutter Via Model-Based Clustering},
journal = jasa,
year = 1998,
volume = 93,
number = 441,
pages = {294--302},
month = {March}
}
@Book{mixtures:davison+hinkley:1997,
author = {A. C. Davison and D. V. Hinkley},
title = {Bootstrap Methods and Their Application},
publisher = {Cambridge University Press},
address = {Cambridge, UK},
year = 1997,
isbn = {0-521-57391-2 (hardcover), 0-521-57471-4
(paperback)},
series = {Cambridge Series on Statistical and Probabilistic
Mathematics},
}
@Article{ mixtures:dayton+macready:1988,
author = {C. Mitchell Dayton and George B. Macready},
title = {Concomitant-Variable Latent-Class Models},
journal = jasa,
year = 1988,
volume = 83,
number = 401,
pages = {173--178},
month = {March}
}
@Article{ mixtures:dempster+laird+rubin:1977,
author = {A. P. Dempster and N. M. Laird and D. B. Rubin},
title = {Maximum Likelihood from Incomplete Data Via the
{EM}-Algorithm},
journal = jrssb,
volume = 39,
pages = {1--38},
year = 1977
}
@InCollection{ mixtures:diebolt+ip:1996,
author = {Jean Diebolt and Eddie H. S. Ip},
editor = {W. R. Gilks and S. Richardson and
D. J. Spiegelhalter},
booktitle = {Markov Chain {M}onte {C}arlo in Practice},
title = {Stochastic {EM}: Method and Application},
publisher = {Chapman and Hall},
year = 1996,
pages = {259--273}
}
@Book{ mixtures:everitt+hand:1981,
author = {B. S. Everitt and D. J. Hand},
title = {Finite Mixture Distributions},
publisher = {Chapman and Hall},
address = {London},
year = 1981
}
@Article{ mixtures:follmann+lambert:1989,
author = {Dean A. Follmann and Diane Lambert},
title = {Generalizing Logistic Regression by Non-Parametric
Mixing},
journal = jasa,
volume = 84,
number = 405,
month = {March},
pages = {295--300},
year = 1989
}
@Article{ mixtures:follmann+lambert:1991,
author = {Dean A. Follmann and Diane Lambert},
title = {Identifiability of Finite Mixtures of Logistic
Regression Models},
journal = {Journal of Statistical Planning and Inference},
volume = 27,
number = 3,
month = {March},
pages = {375--381},
year = 1991
}
@Book{ mixtures:fowler:2004,
author = {Martin Fowler},
title = {{UML} Distilled: A Brief Guide to the Standard
Object Modeling Language},
publisher = {Addison-Wesley Professional},
year = 2004,
edition = {3rd}
}
@Book{ mixtures:fruehwirth-schnatter:2006,
author = {Sylvia Fr{\"u}hwirth-Schnatter},
title = {Finite Mixture and Markov Switching Models},
publisher = {Springer-Verlag},
address = {New York},
series = {Springer-Verlag Series in Statistics},
isbn = {0-387-32909-9},
year = 2006
}
@Article{ mixtures:gentleman+ihaka:2000,
author = {Robert Gentleman and Ross Ihaka},
title = {Lexical Scope and Statistical Computing},
journal = jcgs,
year = 2000,
volume = 9,
number = 3,
pages = {491--508}
}
@InProceedings{ mixtures:gruen+leisch:2004,
author = {Bettina Gr{\" u}n and Friedrich Leisch},
title = {Bootstrapping Finite Mixture Models},
booktitle = {COMPSTAT 2004 -- Proceedings in Computational
Statistics},
year = 2004,
editor = {Jaromir Antoch},
publisher = {Physica Verlag, Heidelberg},
isbn = {3-7908-1554-3},
pages = {1115--1122}
}
@InProceedings{ mixtures:gruen+leisch:2006,
author = {Bettina Gr{\" u}n and Friedrich Leisch},
title = {Fitting Finite Mixtures of Linear Regression Models
with Varying \& Fixed Effects in \proglang{R}},
booktitle = {COMPSTAT 2006 -- Proceedings in Computational
Statistics},
pages = {853--860},
editor = {Alfredo Rizzi and Maurizio Vichi},
publisher = {Physica Verlag, Heidelberg, Germany},
isbn = {3-7908-1708-2},
year = 2006
}
@Article{ mixtures:gruen+leisch:2007a,
author = {Bettina Gr{\" u}n and Friedrich Leisch},
title = {Fitting Finite Mixtures of Generalized Linear
Regressions in \proglang{R}},
journal = csda,
year = 2007,
volume = 51,
number = 11,
month = {July},
pages = {5247--5252}
}
@Article{ mixtures:gruen+leisch:2008,
author = {Bettina Gr\"un and Friedrich Leisch},
title = {Identifiability of Finite Mixtures of Multinomial
Logit Models with Varying and Fixed Effects},
journal = {Journal of Classification},
year = 2008,
note = {Accepted for publication on 2008-03-28}
}
@Article{ mixtures:gruen+leisch:2008a,
author = {Bettina Gr\"un and Friedrich Leisch},
title = {{F}lex{M}ix Version 2: Finite Mixtures with
Concomitant Variables and Varying and Constant
Parameters},
journal = {Journal of Statistical Software},
year = 2008,
volume = 28,
number = 4,
pages = {1--35},
url = {http://www.jstatsoft.org/v28/i04/}
}
@Unpublished{mixtures:gruen+leisch:2010,
author = {Bettina Gr\"un and Friedrich Leisch},
title = {Finite Mixture Model Diagnostics Using Resampling
Methods},
note = {Unpublished manuscript},
year = 2010,
}
@PhDThesis{ mixtures:gruen:2006,
author = {Bettina Gr{\"u}n},
title = {Identification and Estimation of Finite Mixture
Models},
school = {Institut f{\"u}r Statistik und
Wahrscheinlichkeitstheorie, Technische
Universit{\"a}t Wien},
year = 2006,
month = {September},
note = {{Friedrich Leisch, advisor}}
}
@Book{ mixtures:harrell:2001,
author = {Frank E. Harrell},
title = {Regression Modeling Strategies},
publisher = {Springer-Verlag},
address = {New York},
year = 2001
}
@Article{ mixtures:hastie+tibshirani:1993,
author = {Trevor Hastie and Robert Tibshirani},
title = {Varying-Coefficient Models},
journal = jrssb,
year = 1993,
volume = 55,
number = 4,
pages = {757--796}
}
@Article{mixtures:hennig:2000,
author = {Christian Hennig},
title = {Identifiability of Models for Clusterwise Linear
Regression},
journal = {Journal of Classification},
volume = 17,
number = 2,
month = {July},
pages = {273--296},
year = 2000
}
@Article{ mixtures:karlis+xekalaki:2003,
author = {Dimitris Karlis and Evdokia Xekalaki},
title = {Choosing Initial Values for the {EM} Algorithm for
Finite Mixtures},
journal = csda,
year = 2003,
volume = 41,
pages = {577--590}
}
@InProceedings{ mixtures:leisch:2002,
author = {Friedrich Leisch},
title = {Sweave: Dynamic Generation of Statistical Reports
Using Literate Data Analysis},
booktitle = {COMPSTAT 2002 -- Proceedings in Computational
Statistics},
pages = {575--580},
year = 2002,
editor = {Wolfgang H{\"a}rdle and Bernd R{\"o}nz},
publisher = {Physica Verlag, Heidelberg},
note = {ISBN 3-7908-1517-9}
}
@Article{ mixtures:leisch:2003,
author = {Friedrich Leisch},
title = {Sweave, Part {II}: Package Vignettes},
journal = {\proglang{R} News},
year = 2003,
volume = 3,
number = 2,
pages = {21--24},
month = {October},
url = {http://CRAN.R-project.org/doc/Rnews/}
}
@Article{ mixtures:leisch:2004,
author = {Friedrich Leisch},
title = {\pkg{FlexMix}: A General Framework for Finite
Mixture Models and Latent Class Regression in
\proglang{R}},
journal = {Journal of Statistical Software},
year = 2004,
volume = 11,
number = 8,
pages = {1--18},
url = {http://www.jstatsoft.org/v11/i08/}
}
@InProceedings{ mixtures:leisch:2004a,
author = {Friedrich Leisch},
title = {Exploring the Structure of Mixture Model Components},
booktitle = {COMPSTAT 2004 -- Proceedings in Computational
Statistics},
year = 2004,
editor = {Jaromir Antoch},
publisher = {Physica Verlag, Heidelberg},
isbn = {3-7908-1554-3},
pages = {1405--1412}
}
@InProceedings{ mixtures:leisch:2008,
author = {Friedrich Leisch},
title = {Modelling Background Noise in Finite Mixtures of
Generalized Linear Regression Models},
booktitle = {COMPSTAT 2008 -- Proceedings in Computational
Statistics},
volume = {I},
pages = {385-396},
editor = {Paula Brito},
publisher = {Physica Verlag, Heidelberg, Germany},
isbn = {978-3-7908-2083-6},
year = 2008
}
@Article{ mixtures:long:1990,
author = {J. Scott Long},
title = {The Origins of Sex Differences in Science},
journal = {Social Forces},
year = 1990,
volume = 68,
number = 4,
pages = {1297--1315},
month = {June}
}
@Book{ mixtures:mccullagh+nelder:1989,
author = {Peter McCullagh and John A. Nelder},
title = {Generalized Linear Models},
edition = {2nd},
publisher = {Chapman and Hall},
year = 1989,
location = {London}
}
@Book{ mixtures:mclachlan+basford:1988,
author = {Geoffrey J. McLachlan and Kaye E. Basford},
title = {Mixture Models: Inference and Applications to
Clustering},
publisher = {Marcel Dekker},
year = 1988,
address = {New York}
}
@Book{ mixtures:mclachlan+peel:2000,
author = {Geoffrey J. McLachlan and David Peel},
title = {Finite Mixture Models},
publisher = {John Wiley \& Sons},
year = 2000
}
@Book{ mixtures:pinheiro+bates:2000,
author = {Jose C. Pinheiro and Douglas M. Bates},
title = {Mixed-Effects Models in \proglang{S} and
\proglang{S-Plus}},
publisher = {Springer-Verlag},
year = 2000,
isbn = {0-387-98957-0}
}
@Book{ mixtures:sarkar:2008,
title = {\pkg{lattice}: Multivariate Data Visualization with
\proglang{R}},
author = {Deepayan Sarkar},
year = 2008,
publisher = {Springer-Verlag},
address = {New York},
isbn = {978-0-387-75968-5}
}
@Book{ mixtures:titterington+smith+makov:1985,
author = {D. M. Titterington and A. F. M. Smith and
U. E. Makov},
title = {Statistical Analysis of Finite Mixture
Distributions},
publisher = {John Wiley \& Sons},
year = 1985
}
@Book{ mixtures:venables+ripley:2002,
title = {Modern Applied Statistics with \proglang{S}},
author = {William N. Venables and Brian D. Ripley},
publisher = {Springer-Verlag},
edition = {4th},
address = {New York},
year = 2002,
isbn = {0-387-95457-0}
}
@Article{ mixtures:wang+puterman+cockburn:1996,
author = {Peiming Wang and Martin L. Puterman and Iain
M. Cockburn and Nhu D. Le},
title = {Mixed {P}oisson Regression Models with Covariate
Dependent Rates},
journal = {Biometrics},
year = 1996,
volume = 52,
pages = {381--400}
}
@Article{ mixtures:wedel+desarbo:1995,
author = {Michel Wedel and Wagner S. DeSarbo},
title = {A Mixture Likelihood Approach for Generalized Linear
Models},
journal = {Journal of Classification},
year = 1995,
volume = 12,
number = 1,
month = {March},
pages = {21--55}
}
@Article{ mixtures:wehrens+buydens+fraley:2004,
author = {Ron Wehrens and Lutgarde M.C. Buydens and Chris
Fraley and Adrian E. Raftery},
title = {Model-Based Clustering for Image Segmentation and
Large Datasets Via Sampling},
journal = {Journal of Classification},
year = 2004,
volume = 21,
number = 2,
pages = {231--253}
}