sais_bib.bib~

@article{gregory2010bayesian,
  title={{A Bayesian periodogram finds evidence for three planets in 47 Ursae Majoris}},
  author={Gregory, P.C. and Fischer, D.A.},
  journal={Monthly Notices of the Royal Astronomical Society},
  volume={9999},
  number={9999},
  year={2010},
  publisher={John Wiley \& Sons}
}

@article{biernacki2003degeneracy,
  title={{Degeneracy in the maximum likelihood estimation of univariate Gaussian mixtures with EM}},
  author={Biernacki, C. and Chr{\'e}tien, S.},
  journal={Statistics \& Probability Letters},
  volume={61},
  number={4},
  pages={373--382},
  year={2003},
  publisher={Elsevier}
}


@article{del2006sequential,
  title={{Sequential monte carlo samplers}},
  author={Del Moral, P. and Doucet, A. and Jasra, A.},
  journal={Journal of the Royal Statistical Society: Series B(Statistical Methodology)},
  volume={68},
  number={3},
  pages={411--436},
  year={2006},
  publisher={Citeseer}
}


@article{biernacki2003degeneracy,
  title={{Degeneracy in the maximum likelihood estimation of univariate Gaussian mixtures with EM}},
  author={Biernacki, C. and Chr{\'e}tien, S.},
  journal={Statistics \& Probability Letters},
  volume={61},
  number={4},
  pages={373--382},
  year={2003},
  publisher={Elsevier}
}

@article{vogt2005five,
  title={{Five new multicomponent planetary systems}},
  author={Vogt, S.S. and Butler, R.P. and Marcy, G.W. and Fischer, D.A. and Henry, G.W. and Laughlin, G. and Wright, J.T. and Johnson, J.A.},
  journal={The Astrophysical Journal},
  volume={632},
  pages={638--658},
  year={2005},
  publisher={Institute of Physics Publishing}
}


@article{cornebise2008adaptive,
  title={{Adaptive methods for sequential importance sampling with application to state space models}},
  author={Cornebise, J. and Moulines, E. and Olsson, J.},
  journal={Statistics and Computing},
  volume={18},
  number={4},
  pages={461--480},
  year={2008},
  publisher={Springer}
}

@article{neal2001annealed,
  title={{Annealed importance sampling}},
  author={Neal, R.M.},
  journal={Statistics and Computing},
  volume={11},
  number={2},
  pages={125--139},
  year={2001},
  publisher={Springer}
}

@article{ardia2008adaptive,
  title={{Adaptive Mixture of Student-t Distributions as a Flexible Candidate Distribution for Efficient Simulation}},
  author={Ardia, D. and Hoogerheide, L.F. and van Dijk, H.K.},
  journal={Tinbergen Institute Discussion Papers},
  year={2008},
  publisher={Tinbergen Institute}
}

@article{haario2001adaptive,
  title={{An adaptive Metropolis algorithm}},
  author={Haario, H. and Saksman, E. and Tamminen, J.},
  journal={Bernoulli},
  volume={7},
  number={2},
  pages={223--242},
  year={2001},
  publisher={International Statistical Institute (ISI) and Bernoulli Society for Mathematical Statistics and Probability}
}


@article{gelman1991note,
  title={{A note on bivariate distributions that are conditionally normal}},
  author={Gelman, A. and Meng, X.L.},
  journal={The American Statistician},
  volume={45},
  number={2},
  pages={125--126},
  year={1991},
  publisher={American Statistical Association}
}

@article{yang2001mutual,
  title={{Mutual information theory for adaptive mixture models}},
  author={Yang, Z.R. and Zwolinski, M.},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  volume={23},
  number={4},
  pages={396--403},
  year={2001},
  publisher={Institute of Electrical and Electronics Engineers, Inc, 445 Hoes Ln, Piscataway, NJ, 08854-1331, USA,}
}


@article{kong1994sequential,
  title={{Sequential imputations and Bayesian missing data problems}},
  author={Kong, A. and Liu, J.S. and Wong, W.H.},
  journal={Journal of the American Statistical Association},
  volume={89},
  number={425},
  pages={278--288},
  year={1994},
  publisher={American Statistical Association}
}


@article{west1993mixture,
  title={{Mixture Models, Monte Carlo, Bayesian Updating, and Dynamic Models}},
  author={West, M.},
  journal={Computing Science and Statistics},
  pages={325--325},
  year={1993},
  publisher={PROCEEDINGS PUBLISHED BY VARIOUS PUBLISHERS}
}


@article{evans1991chaining,
  title={{Chaining via annealing}},
  author={Evans, M.},
  journal={The Annals of Statistics},
  volume={19},
  number={1},
  pages={382--393},
  year={1991},
  publisher={Institute of Mathematical Statistics}
}

@article{balan2009exofit,
  title={{exofit: orbital parameters of extrasolar planets from radial velocities}},
  author={Balan, S.T. and Lahav, O.},
  journal={Monthly Notices of the Royal Astronomical Society},
  year={2009},
  volume={394},
  number={4},
  pages={1936--1944},
  publisher={Blackwell Publishing Ltd}
}


@article{scargle1982studies,
  title={{Studies in astronomical time series analysis. II- Statistical aspects of spectral analysis of unevenly spaced data}},
  author={Scargle, J.D.},
  journal={The Astrophysical Journal},
  year={1982},
  volume={263},
  pages={835}
}


@article{lomb1976least,
  title={{Least-squares frequency analysis of unequally spaced data}},
  author={Lomb, N.R.},
  journal={Astrophysics and Space Science},
  year={1976},
  volume={39},
  number={2},
  pages={447--462},
  publisher={Springer}
}


@article{ford2006improving,
  title={{Improving the efficiency of Markov chain Monte Carlo for analyzing the orbits of extrasolar planets}},
  author={Ford, E.B.},
  journal={The Astrophysical Journal},
  year={2006},
  volume={642},
  pages={505--522},
  publisher={UChicago Press}
}


@article{tinney20062,
  title={{2: 1 Resonant Exoplanetary System HD 73526}},
  author={Tinney, C.G. and Butler, R.P. and Marcy, G.W. and Jones, H.R.A. and Laughlin, G. and Carter, B.D. and Bailey, J.A. and O¡¯Toole, S.},
  journal={The Astrophysical Journal},
  year={2006},
  volume={647},
  pages={594--599},
  publisher={Institute of Physics Publishing}
}


@article{dinardo2001nonparametric,
  title={{Nonparametric density and regression estimation}},
  author={DiNardo, J. and Tobias, J.L.},
  journal={Journal of Economic Perspectives},
  year={2001},
  pages={11--28}
  publisher={American Economic Association}
}

@conference{moore2003nonparametric,
  title={{Nonparametric density estimation: Toward computational tractability}},
  author={Moore, A.W.},
  booktitle={Proceedings of the third SIAM International Conference on Data Mining},
  year={2003},
  pages={203}
  organization={Society for Industrial \& Applied}
}

@conference{latecki2006new,
  title={{New EM derived from Kullback-Leibler divergence}},
  author={Latecki, L.J. and Sobel, M. and Lakaemper, R.},
  booktitle={Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining},
  year={2006},
  pages={267--276},
  organization={ACM New York, NY, USA}
}

@book{gelman2004bayesian,
  title={{Bayesian data analysis}},
  author={Gelman, A.},
  year={2004},
  publisher={CRC press}
}


@article{schwarz1978estimating,
  title={{Estimating the dimension of a model}},
  author={Schwarz, G.},
  journal={The annals of statistics},
  year={1978},
  pages={461--464},
  publisher={Institute of Mathematical Statistics}
}

@article{akaike1974new,
  title={{A new look at the statistical model identification}},
  author={Akaike, H.},
  journal={IEEE transactions on automatic control},
  year={1974},
  volume={19},
  number={6},
  pages={716--723}
}

@article{liu1995ml,
  title={{ML estimation of the t distribution using EM and its extensions, ECM and ECME}},
  author={Liu, C. and Rubin, D.B.},
  journal={Statistica Sinica},
  year={1995},
  volume={5},
  number={1},
  pages={19--39}
}

@article{liu1997ml,
  title={{ML estimation of the multivariate t distribution and the EM algorithm}},
  author={Liu, C.},
  journal={Journal of Multivariate Analysis},
  year={1997},
  volume={63},
  number={2},
  pages={296--312},
  publisher={New York [etc.] Academic Press.}
}

@article{zeevi1997det,
  title={{Density estimation through convex combinations of densities: approximation and estimation bounds}},
  author={Zeevi, A.J. and Meir, R.},
  journal={Neural Networks},
  year={1997},
  volume={10},
  number={1},
  pages={99--110},
  publisher={New York: Pergamon,[c1988-}
}

@book{bishop2005neural,
  title={{Neural networks for pattern recognition}},
  author={Bishop, C.M.},
  year={2005},
  publisher={Oxford Univ Pr}
}

@article{hesterberg1995weighted,
  title={{Weighted average importance sampling and defensive mixture distributions}},
  author={Hesterberg, T.},
  journal={Technometrics},
  year={1995},
  pages={185--194},
  publisher={The American Society for Quality Control and The American Statistical Association}
}

@ARTICLE{skilling2006nested,
  AUTHOR =       "Skilling, J.",
  TITLE =        "Nested sampling for general Bayesian computation",
  JOURNAL =      "Bayesian Analysis",
  YEAR =         "2006",
  volume =       "1",
  number =       "4",
  pages =        "833--860",
}

@article{webb2002e,
  title={{Where is everybody}},
  author={Webb, S.},
  journal={Fifty solutions to the Fermi's paradox. New York: Copernicus},
  year={2002}
}

@misc{ford2006statistical,
  title={{Statistical Challenges in Modern Astronomy IV}},
  author={Ford, E.B. and Gregory, P.C. and Babu, G.J. and Feigelson, E.D.},
  year={2006}
}


@book{webb2002iut,
  title={{If the universe is teeming with aliens... where is everybody?: fifty solutions to the Fermi paradox and the problem of extraterrestrial life}},
  author={Webb, S.},
  year={2002},
  publisher={Copernicus Books}
}

@article{gregory2005bayesian,
  title={{A Bayesian Analysis of Extrasolar Planet Data for HD 73526}},
  author={Gregory, P.C.},
  journal={The Astrophysical Journal},
  year={2005},
  volume={631},
  number={2},
  pages={1198--1214},
  publisher={UChicago Press}
}

@article{tinney2003four,
  title={{Four New Planets Orbiting Metal-enriched Stars}},
  author={Tinney, CG and Butler, R.P. and Marcy, G.W. and Jones, H.R.A. and Penny, A.J. and McCarthy, C. and Carter, B.D. and Bond, J.},
  journal={The Astrophysical Journal},
  year={2003},
  volume={587},
  number={1},
  pages={423--428},
  publisher={UChicago Press}
}

@book{scott1992multivariate,
  title={{Multivariate density estimation: theory, practice, and visualization}},
  author={Scott, D.W.},
  year={1992},
  publisher={Wiley-Interscience}
}

@book{silverman1986density,
  title={{Density estimation for statistics and data analysis}},
  author={Silverman, B.W.},
  year={1986},
  publisher={Chapman \& Hall/CRC}
}

@article{bilmes1998gta,
  title={{A gentle tutorial of the EM algorithm and its application to parameter estimation for Gaussian mixture and hidden Markov models}},
  author={Bilmes, J.A.},
  journal={International Computer Science Institute},
  year={1998},
  volume={4}
}

@article{aitkin1980mmo,
  title={{Mixture models, outliers, and the EM algorithm}},
  author={Aitkin, M. and Wilson, G.T.},
  journal={Technometrics},
  year={1980},
  pages={325--331},
  publisher={The American Society for Quality Control and The American Statistical Association}
}

@article{figueiredo2002ulf,
  title={{Unsupervised learning of finite mixture models}},
  author={Figueiredo, M.A.T. and Jain, A.K.},
  journal={IEEE Transactions on pattern analysis and machine intelligence},
  year={2002},
  pages={381--396},
  publisher={IEEE Computer Society}
}

@book{mclachlan2004fmm,
  title={{Finite mixture models}},
  author={McLachlan, G. and Peel, D.},
  year={2004},
  publisher={Wiley-Interscience}
}

@article{zivkovic2004recursive,
  title={{Recursive unsupervised learning of finite mixture models}},
  author={Zivkovic, Z. and van der Heijden, F.},
  journal={IEEE Transactions on pattern analysis and machine intelligence},
  year={2004},
  pages={651--656},
  publisher={IEEE Computer Society}
}

@article{figueiredo2002unsupervised,
  title={{Unsupervised learning of finite mixture models}},
  author={Figueiredo, M.A.T. and Jain, A.K.},
  journal={IEEE Transactions on pattern analysis and machine intelligence},
  year={2002},
  pages={381--396},
  publisher={IEEE Computer Society}
}

@article{jordan1995convergence,
  title={{Convergence results for the EM approach to mixtures of experts architectures}},
  author={Jordan, M.I. and Xu, L.},
  journal={Neural Networks},
  year={1995},
  volume={8},
  number={9},
  pages={1409--1431},
  publisher={Elsevier}
}

@article{xu1996convergence,
  title={{On convergence properties of the EM algorithm for Gaussian mixtures}},
  author={Xu, L. and Jordan, M.I.},
  journal={Neural computation},
  year={1996},
  volume={8},
  number={1},
  pages={129--151},
  publisher={MIT Press}
}

@book{liu2003monte,
  title={{Monte Carlo strategies in scientific computing}},
  author={Liu, J.S.},
  year={2003},
  publisher={Springer}
}

@article{liang2002dynamically,
  title={{Dynamically weighted importance sampling in Monte Carlo computation}},
  author={Liang, F.},
  journal={Journal of the American Statistical Association},
  year={2002},
  volume={97},
  number={459},
  pages={807--821},
  publisher={ASA}
}

@article{gilks2001following,
  title={{Following a moving target-Monte Carlo inference for dynamic Bayesian models}},
  author={Gilks, W.R. and Berzuini, C.},
  journal={Journal of the Royal Statistical Society. Series B, Statistical Methodology},
  year={2001},
  pages={127--146},
  publisher={Blackwell Publishers}
}

@article{johansen2005sequential,
  title={{Sequential Monte Carlo samplers for rare event estimation}},
  author={Johansen, A.M. and Del Moral, P. and Doucet, A.},
  year={2005},
  publisher={Citeseer}
}

@article{jasra2008interacting,
  title={{Interacting sequential Monte Carlo samplers for trans-dimensional simulation}},
  author={Jasra, A. and Doucet, A. and Stephens, D.A. and Holmes, C.C.},
  journal={Computational Statistics and Data Analysis},
  year={2008},
  volume={52},
  number={4},
  pages={1765--1791},
  publisher={Elsevier}
}

@article{chopin2002sequential,
  title={{A sequential particle filter method for static models}},
  author={Chopin, N.},
  journal={Biometrika},
  year={2002},
  volume={89},
  number={3},
  pages={539--552},
  publisher={Biometrika Trust}
}

@article{celeux2006iis,
  title={{Iterated importance sampling in missing data problems}},
  author={Celeux, G. and Marin, J.M. and Robert, C.P.},
  journal={Computational Statistics and Data Analysis},
  year={2006},
  volume={50},
  number={12},
  pages={3386--3404},
  publisher={Elsevier}
}

@article{cappe2004pmc,
  title={{Population Monte Carlo}},
  author={Cappe, O. and Guillin, A. and Marin, J.M. and Robert, C.P.},
  journal={Journal of Computational and Graphical Statistics},
  year={2004},
  volume={13},
  number={4},
  pages={907--929},
  publisher={ASA}
}

@book{doucet2001sequential,
  title={{Sequential Monte Carlo methods in practice}},
  author={Doucet, A. and De Freitas, N. and Gordon, N.},
  year={2001},
  publisher={Springer Verlag}
}

@article{crisan2000convergence,
  title={{Convergence of sequential Monte Carlo methods}},
  author={Crisan, D. and Doucet, A.},
  journal={Signal Process. Group, Dept. Eng., Univ. Cambridge, Cambridge, UK, Tech. Rep. CUED/F-INFENG/TR381},
  year={2000}
}

@article{chopin2004central,
  title={{Central limit theorem for sequential Monte Carlo methods and its application to Bayesian inference}},
  author={Chopin, N.},
  journal={Annals of statistics},
  year={2004},
  pages={2385--2411},
  publisher={Institute of Mathematical Statistics}
}

@book{del2004feynman,
  title={{Feynman-Kac formulae: genealogical and interacting particle systems with applications}},
  author={Del Moral, P.},
  year={2004},
  publisher={Springer Verlag}
}

@article{neal2001ais,
  title={{Annealing importance sampling}},
  author={Neal, R.M.},
  journal={Statistics and Computing},
  year={2001},
  volume={11},
  number={2},
  pages={125--139}
}

@article{wang2004estimation,
  title={{Estimation for the number of components in a mixture model using stepwise split-and-merge EM algorithm}},
  author={Wang, H.X. and Luo, B. and Zhang, Q.B. and Wei, S.},
  journal={Pattern Recognition Letters},
  year={2004},
  volume={25},
  number={16},
  pages={1799--1809},
  publisher={Elsevier}
}

@article{ueda2000sam,
  title={{SMEM algorithm for mixture models}},
  author={Ueda, N. and Nakano, R. and Ghahramani, Z. and Hinton, G.E.},
  journal={Neural computation},
  year={2000},
  volume={12},
  number={9},
  pages={2109--2128},
  publisher={MIT Press}
}

@article{peel2000rmm,
  title={{Robust mixture modelling using the t distribution}},
  author={Peel, D. and McLachlan, G.J.},
  journal={Statistics and Computing},
  year={2000},
  volume={10},
  number={4},
  pages={339--348},
  publisher={Springer}
}

@article{oh1993imf,
  title={{Integration of multimodal functions by Monte Carlo importance sampling}},
  author={Oh, M.S. and Berger, J.O.},
  journal={Journal of the American Statistical Association},
  year={1993},
  pages={450--456},
  publisher={American Statistical Association}
}

@article{liu1998smc,
  title={{Sequential Monte Carlo methods for dynamic systems}},
  author={Liu, J.S. and Chen, R.},
  journal={Journal of the American Statistical Association},
  year={1998},
  pages={1032--1044},
  publisher={American Statistical Association}
}

@article{keith2008ais,
  title={{Adaptive independence samplers}},
  author={Keith, J.M. and Kroese, D.P. and Sofronov, G.Y.},
  journal={Statistics and Computing},
  year={2008},
  volume={18},
  number={4},
  pages={409--420},
  publisher={Springer}
}

@article{cappe2008ais,
  title={{Adaptive importance sampling in general mixture classes}},
  author={Capp{\'e}, O. and Douc, R. and Guillin, A. and Marin, J.M. and Robert, C.P.},
  journal={Statistics and Computing},
  year={2008},
  volume={18},
  number={4},
  pages={447--459},
  publisher={Springer}
}

@ARTICLE{Moral_2006,
  AUTHOR =       {Moral, P.D. and Doucet, A. and Jasra, A.},
  TITLE =        {Sequential monte carlo sampler},
  JOURNAL =      {Journal of the Royal Statistical Society:Series B},
  YEAR =         {2006},
  volume =       {68},
  number =       {3},
  pages =        {411-436},
}

@article{lefebvre2009path,
  title={{Path Sampling to Compute Integrated Likelihoods: An Adaptive Approach}},
  author={Lefebvre, G. and Steele, R. and Vandal, A.C. and Narayanan, S. and Arnold, D.L.},
  journal={Journal of Computational and Graphical Statistics},
  year={2009},
  volume={18},
  number={2},
  pages={415--437},
  publisher={ASA}
}

@article{lartillot2006computing,
  title={{Computing Bayes factors using thermodynamic integration}},
  author={Lartillot, N. and Philippe, H.},
  journal={Systematic biology},
  year={2006},
  volume={55},
  number={2},
  pages={195--207},
  publisher={Taylor \& Francis}
}

@article{lee2004maximum,
  title={{Maximum likelihood analysis of a general latent variable model with hierarchically mixed data}},
  author={Lee, S.Y. and Song, X.Y.},
  journal={Biometrics},
  year={1998},
  volume={60},
  number={3},
  pages={624--636},
  publisher={Blackwell Publishing}
}

@article{chen1997estimating,
  title={{Estimating ratios of normalizing constants for densities with different dimensions}},
  author={Chen, M.H. and Shao, Q.M.},
  journal={Statistica Sinica},
  year={1998},
  volume={7},
  pages={607--630}
}

@article{gelman1998simulating,
  title={{Simulating normalizing constants: From importance sampling to bridge sampling to path sampling}},
  author={Gelman, A. and Meng, X.L.},
  journal={Statistical Science},
  year={1998},
  pages={163--185},
  publisher={Institute of Mathematical Statistics}
}

@article{meng1996simulating,
  title={{Simulating ratios of normalizing constants via a simple identity: A theoretical exploration}},
  author={Meng, X.L. and Wong, W.H.},
  journal={Statistica Sinica},
  year={1996},
  volume={6},
  pages={831--860}
}

@article{gelfand1994bayesian,
  title={{Bayesian model choice: asymptotics and exact calculations}},
  author={Gelfand, A.E. and Dey, DK},
  journal={Journal of the Royal Statistical Society. Series B (Methodological)},
  year={1994},
  pages={501--514},
  publisher={Blackwell Publishers}
}

@article{geweke1989bayesian,
  title={{Bayesian inference in econometric models using Monte Carlo integration}},
  author={Geweke, J.},
  journal={Econometrica: Journal of the Econometric Society},
  year={1989},
  pages={1317--1339},
  publisher={The Econometric Society}
}

@article{raftery2007eil,
  title={{Estimating the integrated likelihood via posterior simulation using the harmonic mean identity}},
  author={Raftery, A.E. and Newton, M.A. and Satagopan, J.M. and Krivitsky, P.N.},
  journal={Bayesian statistics},
  year={2007},
  volume={8},
  pages={1--45}
}

@phdthesis{bullard2009edc,
  title={{Exoplanet Detection: a Comparison of Three Statistics or How Long Should It Take to Find a Small Planet?}},
  author={Bullard, F.},
  year={2009},
  school={Duke University}
}

@ARTICLE{Crooks_2007,
  AUTHOR =       "Crooks,J.L. and Berger,J.O. and Loredo,T.J.",
  TITLE =        "Posterior-Guided Importance Sampling for Calculating Marginal Likelihoods with Application to Bayesian Exoplanet Searches",
  JOURNAL =      "Discussion paper, Department of Statistical Sciences, Duke University",
  YEAR =         "2007",
  volume =       " ",
  number =       " ",
  pages =        " ",
}

@article{ford2006bms,
  title={{Bayesian Model Selection and Extrasolar Planet Detection}},
  author={Ford, E.B. and Gregory, P.C.},
  journal={Arxiv preprint astro-ph/0608328},
  year={2006}
}

@article{del2007sequential,
  title={{Sequential monte carlo for bayesian computation}},
  author={Del Moral, P. and Doucet, A. and Jasra, A.},
  journal={Bayesian Statistics},
  year={2007},
  volume={8},
  pages={115--148}
}

@article{izenman1991recent,
  title={{Recent developments in nonparametric density estimation}},
  author={Izenman, A.J.},
  journal={Journal of the American Statistical Association},
  year={1991},
  volume={86},
  number={413},
  pages={205--224},
  publisher={JSTOR}
}