AIS_MarLik.bbl

\begin{thebibliography}{35}

\bibitem[\protect\citeauthoryear{Ardia, Hoogerheide and van
  Dijk}{2008}]{ardia2008adaptive}
\begin{barticle}[author]
\bauthor{\bsnm{Ardia},~\bfnm{D.}\binits{D.}},
  \bauthor{\bsnm{Hoogerheide},~\bfnm{L.~F.}\binits{L.~F.}} \AND
  \bauthor{\bparticle{van }\bsnm{Dijk},~\bfnm{H.~K.}\binits{H.~K.}}
(\byear{2008}).
\btitle{{Adaptive Mixture of Student-t Distributions as a Flexible Candidate
  Distribution for Efficient Simulation}}.
\bjournal{Tinbergen Institute Discussion Papers}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Biernacki and
  Chr{\'e}tien}{2003}]{biernacki2003degeneracy}
\begin{barticle}[author]
\bauthor{\bsnm{Biernacki},~\bfnm{C.}\binits{C.}} \AND
  \bauthor{\bsnm{Chr{\'e}tien},~\bfnm{S.}\binits{S.}}
(\byear{2003}).
\btitle{{Degeneracy in the maximum likelihood estimation of univariate Gaussian
  mixtures with EM}}.
\bjournal{Statistics \& Probability Letters}
\bvolume{61}
\bpages{373--382}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Cappe {\it et~al.}}{2004}]{cappe2004pmc}
\begin{barticle}[author]
\bauthor{\bsnm{Cappe},~\bfnm{O.}\binits{O.}},
  \bauthor{\bsnm{Guillin},~\bfnm{A.}\binits{A.}},
  \bauthor{\bsnm{Marin},~\bfnm{J.~M.}\binits{J.~M.}} \AND
  \bauthor{\bsnm{Robert},~\bfnm{C.~P.}\binits{C.~P.}}
(\byear{2004}).
\btitle{{Population Monte Carlo}}.
\bjournal{Journal of Computational and Graphical Statistics}
\bvolume{13}
\bpages{907--929}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Capp{\'e} {\it et~al.}}{2008}]{cappe2008ais}
\begin{barticle}[author]
\bauthor{\bsnm{Capp{\'e}},~\bfnm{O.}\binits{O.}},
  \bauthor{\bsnm{Douc},~\bfnm{R.}\binits{R.}},
  \bauthor{\bsnm{Guillin},~\bfnm{A.}\binits{A.}},
  \bauthor{\bsnm{Marin},~\bfnm{J.~M.}\binits{J.~M.}} \AND
  \bauthor{\bsnm{Robert},~\bfnm{C.~P.}\binits{C.~P.}}
(\byear{2008}).
\btitle{{Adaptive importance sampling in general mixture classes}}.
\bjournal{Statistics and Computing}
\bvolume{18}
\bpages{447--459}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Clyde and George}{2004}]{clyd:geor:2004}
\begin{barticle}[author]
\bauthor{\bsnm{Clyde},~\bfnm{Merlise~A.}\binits{M.~A.}} \AND
  \bauthor{\bsnm{George},~\bfnm{Edward~I.}\binits{E.~I.}}
(\byear{2004}).
\btitle{Model Uncertainty}.
\bjournal{Stat. Sci.}
\bvolume{19}
\bpages{81--94}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Clyde {\it et~al.}}{2007}]{clyd:etal:2007}
\begin{binproceedings}[author]
\bauthor{\bsnm{Clyde},~\bfnm{M.~A.}\binits{M.~A.}},
  \bauthor{\bsnm{Berger},~\bfnm{J.~O.}\binits{J.~O.}},
  \bauthor{\bsnm{Bullard},~\bfnm{F.}\binits{F.}},
  \bauthor{\bsnm{Ford},~\bfnm{E.~B.}\binits{E.~B.}},
  \bauthor{\bsnm{Jefferys},~\bfnm{W.~H.}\binits{W.~H.}},
  \bauthor{\bsnm{Luo},~\bfnm{R.}\binits{R.}},
  \bauthor{\bsnm{Paulo},~\bfnm{R.}\binits{R.}} \AND
  \bauthor{\bsnm{Loredo},~\bfnm{T.}\binits{T.}}
(\byear{2007}).
\btitle{Current Challenges in Bayesian Model Choice}.
In \bbooktitle{Statistical Challenges in Modern Astronomy IV, {ASP} Conference
  Series}
(\beditor{\bfnm{G.~J.}\binits{G.~J.}~\bsnm{Babu}} \AND
  \beditor{\bfnm{E.~D.}\binits{E.~D.}~\bsnm{Feigelson}}, eds.)
\bvolume{71}
\bpages{224-240}.
\end{binproceedings}
\endbibitem

\bibitem[\protect\citeauthoryear{Cornebise, Moulines and
  Olsson}{2008}]{cornebise2008adaptive}
\begin{barticle}[author]
\bauthor{\bsnm{Cornebise},~\bfnm{J.}\binits{J.}},
  \bauthor{\bsnm{Moulines},~\bfnm{E.}\binits{E.}} \AND
  \bauthor{\bsnm{Olsson},~\bfnm{J.}\binits{J.}}
(\byear{2008}).
\btitle{{Adaptive methods for sequential importance sampling with application
  to state space models}}.
\bjournal{Statistics and Computing}
\bvolume{18}
\bpages{461--480}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Del~Moral, Doucet and
  Jasra}{2006}]{del2006sequential}
\begin{barticle}[author]
\bauthor{\bsnm{Del~Moral},~\bfnm{P.}\binits{P.}},
  \bauthor{\bsnm{Doucet},~\bfnm{A.}\binits{A.}} \AND
  \bauthor{\bsnm{Jasra},~\bfnm{A.}\binits{A.}}
(\byear{2006}).
\btitle{{Sequential monte carlo samplers}}.
\bjournal{Journal of the Royal Statistical Society: Series B(Statistical
  Methodology)}
\bvolume{68}
\bpages{411--436}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Del~Moral, Doucet and
  Jasra}{2007}]{del2007sequential}
\begin{barticle}[author]
\bauthor{\bsnm{Del~Moral},~\bfnm{P.}\binits{P.}},
  \bauthor{\bsnm{Doucet},~\bfnm{A.}\binits{A.}} \AND
  \bauthor{\bsnm{Jasra},~\bfnm{A.}\binits{A.}}
(\byear{2007}).
\btitle{{Sequential monte carlo for {B}ayesian computation}}.
\bjournal{Bayesian Statistics}
\bvolume{8}
\bpages{115--148}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Douc {\it
  et~al.}}{2006}]{Douc:Guil:Mari:Robe:2006}
\begin{btechreport}[author]
\bauthor{\bsnm{Douc},~\bfnm{R.}\binits{R.}},
  \bauthor{\bsnm{Guillin},~\bfnm{A.}\binits{A.}},
  \bauthor{\bsnm{Marin},~\bfnm{J.~M.}\binits{J.~M.}} \AND
  \bauthor{\bsnm{Robert},~\bfnm{C.~P.}\binits{C.~P.}}
(\byear{2006}).
\btitle{Convergence of adaptive mixtures of importance sampling schemes}
\btype{Technical Report},
\binstitution{Ceremade - Université Paris-Dauphine}.
\end{btechreport}
\endbibitem

\bibitem[\protect\citeauthoryear{Evans}{1991}]{evans1991chaining}
\begin{barticle}[author]
\bauthor{\bsnm{Evans},~\bfnm{M.}\binits{M.}}
(\byear{1991}).
\btitle{{Chaining via annealing}}.
\bjournal{The Annals of Statistics}
\bvolume{19}
\bpages{382--393}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Fernhead}{2008}]{fern:2008}
\begin{barticle}[author]
\bauthor{\bsnm{Fernhead},~\bfnm{Paul}\binits{P.}}
(\byear{2008}).
\btitle{Editorial: Special issue on adaptive {M}onte {C}arlo methods}.
\bjournal{Statistics and Computing}
\bvolume{18}
\bpages{341--342}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Ford and Gregory}{2007}]{ford2006bms}
\begin{binproceedings}[author]
\bauthor{\bsnm{Ford},~\bfnm{E.~B.}\binits{E.~B.}} \AND
  \bauthor{\bsnm{Gregory},~\bfnm{P.~C.}\binits{P.~C.}}
(\byear{2007}).
\btitle{{B}ayesian Model Selection and Extrasolar Planet Detection}.
In \bbooktitle{Statistical Challenges in Modern Astronomy IV, ASP Conference
  Series}
(\beditor{\bfnm{G.~J.}\binits{G.~J.}~\bsnm{Babu}} \AND
  \beditor{\bfnm{E.~D.}\binits{E.~D.}~\bsnm{Feilgelson}}, eds.)
\bvolume{371}.
\end{binproceedings}
\endbibitem

\bibitem[\protect\citeauthoryear{Gelman and Meng}{1998}]{gelman1998simulating}
\begin{barticle}[author]
\bauthor{\bsnm{Gelman},~\bfnm{A.}\binits{A.}} \AND
  \bauthor{\bsnm{Meng},~\bfnm{X.~L.}\binits{X.~L.}}
(\byear{1998}).
\btitle{{Simulating normalizing constants: From importance sampling to bridge
  sampling to path sampling}}.
\bjournal{Statistical Science}
\bpages{163--185}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Geweke}{1989}]{Gewe:1989}
\begin{barticle}[author]
\bauthor{\bsnm{Geweke},~\bfnm{John}\binits{J.}}
(\byear{1989}).
\btitle{Bayesian Inference in Econometric Models Using {M}onte {C}arlo
  Integration}.
\bjournal{Econometrica}
\bvolume{57}
\bpages{pp. 1317-1339}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Givens and Raftery}{1996}]{Give:Raft:1996}
\begin{barticle}[author]
\bauthor{\bsnm{Givens},~\bfnm{Geof~H.}\binits{G.~H.}} \AND
  \bauthor{\bsnm{Raftery},~\bfnm{Adrian~E.}\binits{A.~E.}}
(\byear{1996}).
\btitle{Local adaptive importance sampling for multivariate densities with
  strong nonlinear relationships}.
\bjournal{J.~Am. Stat. Assoc.}
\bvolume{91}
\bpages{132--141}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Gregory}{2005}]{gregory2005bayesian}
\begin{barticle}[author]
\bauthor{\bsnm{Gregory},~\bfnm{P.~C.}\binits{P.~C.}}
(\byear{2005}).
\btitle{{A Bayesian Analysis of Extrasolar Planet Data for HD 73526}}.
\bjournal{The Astrophysical Journal}
\bvolume{631}
\bpages{1198--1214}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Gregory and
  Fischer}{2010}]{gregory2010bayesian}
\begin{barticle}[author]
\bauthor{\bsnm{Gregory},~\bfnm{P.~C.}\binits{P.~C.}} \AND
  \bauthor{\bsnm{Fischer},~\bfnm{D.~A.}\binits{D.~A.}}
(\byear{2010}).
\btitle{{A Bayesian periodogram finds evidence for three planets in 47 Ursae
  Majoris}}.
\bjournal{Monthly Notices of the Royal Astronomical Society}
\bvolume{9999}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Group}{2006}]{SAMSI:2006}
\begin{btechreport}[author]
\bauthor{\bsnm{Group},~\bfnm{SAMSI Exoplanets~Working}\binits{S.~E.~W.}}
(\byear{2006}).
\btitle{Priors for Radial Velocity Model Parameters}
\btype{Technical Report},
\binstitution{Statistical and Applied Mathematical Sciences Institute}.
\end{btechreport}
\endbibitem

\bibitem[\protect\citeauthoryear{Kloek and Dijk}{1978}]{Kloe:vanD:1978}
\begin{barticle}[author]
\bauthor{\bsnm{Kloek},~\bfnm{T.}\binits{T.}} \AND
  \bauthor{\bsnm{Dijk},~\bfnm{H.~K.~van}\binits{H.~K.~v.}}
(\byear{1978}).
\btitle{Bayesian Estimates of Equation System Parameters: An Application of
  Integration by Monte Carlo}.
\bjournal{Econometrica}
\bvolume{46}
\bpages{1--19}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Kong, Liu and
  Wong}{1994a}]{Kong:Liu:Wong:1994}
\begin{barticle}[author]
\bauthor{\bsnm{Kong},~\bfnm{Augustine}\binits{A.}},
  \bauthor{\bsnm{Liu},~\bfnm{Jun~S.}\binits{J.~S.}} \AND
  \bauthor{\bsnm{Wong},~\bfnm{Wing~Hung}\binits{W.~H.}}
(\byear{1994}a).
\btitle{Sequential Imputations and Bayesian Missing Data Problems}.
\bjournal{Journal of the American Statistical Association}
\bvolume{89}
\bpages{pp. 278-288}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Kong, Liu and
  Wong}{1994b}]{kong1994sequential}
\begin{barticle}[author]
\bauthor{\bsnm{Kong},~\bfnm{A.}\binits{A.}},
  \bauthor{\bsnm{Liu},~\bfnm{J.~S.}\binits{J.~S.}} \AND
  \bauthor{\bsnm{Wong},~\bfnm{W.~H.}\binits{W.~H.}}
(\byear{1994}b).
\btitle{{Sequential imputations and Bayesian missing data problems}}.
\bjournal{Journal of the American Statistical Association}
\bvolume{89}
\bpages{278--288}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Liu}{2001}]{Liu:2001}
\begin{bbook}[author]
\bauthor{\bsnm{Liu},~\bfnm{J.}\binits{J.}}
(\byear{2001}).
\btitle{Monte Carlo Strategies in Scientific Computing}.
\bpublisher{Springer-Verlag}.
\end{bbook}
\endbibitem

\bibitem[\protect\citeauthoryear{Neal}{2001}]{neal2001ais}
\begin{barticle}[author]
\bauthor{\bsnm{Neal},~\bfnm{R.~M.}\binits{R.~M.}}
(\byear{2001}).
\btitle{{Annealing importance sampling}}.
\bjournal{Statistics and Computing}
\bvolume{11}
\bpages{125--139}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Oh and Berger}{1992}]{Oh:Berg:1992}
\begin{barticle}[author]
\bauthor{\bsnm{Oh},~\bfnm{Man-Suk}\binits{M.-S.}} \AND
  \bauthor{\bsnm{Berger},~\bfnm{James~O.}\binits{J.~O.}}
(\byear{1992}).
\btitle{Adaptive importance sampling in {M}onte {C}arlo integration}.
\bjournal{Journal of Statistical Computation and Simulation}
\bvolume{41}
\bpages{143--168}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Oh and Berger}{1993}]{Oh:Berg:1993}
\begin{barticle}[author]
\bauthor{\bsnm{Oh},~\bfnm{Man-Suk}\binits{M.-S.}} \AND
  \bauthor{\bsnm{Berger},~\bfnm{James~O.}\binits{J.~O.}}
(\byear{1993}).
\btitle{Integration of Multimodal Functions by Monte Carlo Importance
  Sampling}.
\bjournal{Journal of the American Statistical Association}
\bvolume{88}
\bpages{pp. 450-456}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Owen and Zhou}{2000}]{Owen:Zhou:2000}
\begin{barticle}[author]
\bauthor{\bsnm{Owen},~\bfnm{Art}\binits{A.}} \AND
  \bauthor{\bsnm{Zhou},~\bfnm{Yi}\binits{Y.}}
(\byear{2000}).
\btitle{Safe and effective importance sampling}.
\bjournal{J.~Am. Stat. Assoc.}
\bvolume{95}
\bpages{135--143}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Peel and McLachlan}{2000}]{peel2000rmm}
\begin{barticle}[author]
\bauthor{\bsnm{Peel},~\bfnm{D.}\binits{D.}} \AND
  \bauthor{\bsnm{McLachlan},~\bfnm{G.~J.}\binits{G.~J.}}
(\byear{2000}).
\btitle{{Robust mixture modelling using the t distribution}}.
\bjournal{Statistics and Computing}
\bvolume{10}
\bpages{339--348}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Tinney {\it et~al.}}{2003}]{tinney2003four}
\begin{barticle}[author]
\bauthor{\bsnm{Tinney},~\bfnm{CG}\binits{C.}},
  \bauthor{\bsnm{Butler},~\bfnm{R.~P.}\binits{R.~P.}},
  \bauthor{\bsnm{Marcy},~\bfnm{G.~W.}\binits{G.~W.}},
  \bauthor{\bsnm{Jones},~\bfnm{H.~R.~A.}\binits{H.~R.~A.}},
  \bauthor{\bsnm{Penny},~\bfnm{A.~J.}\binits{A.~J.}},
  \bauthor{\bsnm{McCarthy},~\bfnm{C.}\binits{C.}},
  \bauthor{\bsnm{Carter},~\bfnm{B.~D.}\binits{B.~D.}} \AND
  \bauthor{\bsnm{Bond},~\bfnm{J.}\binits{J.}}
(\byear{2003}).
\btitle{{Four New Planets Orbiting Metal-enriched Stars}}.
\bjournal{The Astrophysical Journal}
\bvolume{587}
\bpages{423--428}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Tinney {\it et~al.}}{2006}]{tinney20062}
\begin{barticle}[author]
\bauthor{\bsnm{Tinney},~\bfnm{C.~G.}\binits{C.~G.}},
  \bauthor{\bsnm{Butler},~\bfnm{R.~P.}\binits{R.~P.}},
  \bauthor{\bsnm{Marcy},~\bfnm{G.~W.}\binits{G.~W.}},
  \bauthor{\bsnm{Jones},~\bfnm{H.~R.~A.}\binits{H.~R.~A.}},
  \bauthor{\bsnm{Laughlin},~\bfnm{G.}\binits{G.}},
  \bauthor{\bsnm{Carter},~\bfnm{B.~D.}\binits{B.~D.}},
  \bauthor{\bsnm{Bailey},~\bfnm{J.~A.}\binits{J.~A.}} \AND
  \bauthor{\bsnm{O¡¯Toole},~\bfnm{S.}\binits{S.}}
(\byear{2006}).
\btitle{{2: 1 Resonant Exoplanetary System HD 73526}}.
\bjournal{The Astrophysical Journal}
\bvolume{647}
\bpages{594--599}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Ueda {\it et~al.}}{2000}]{ueda2000sam}
\begin{barticle}[author]
\bauthor{\bsnm{Ueda},~\bfnm{N.}\binits{N.}},
  \bauthor{\bsnm{Nakano},~\bfnm{R.}\binits{R.}},
  \bauthor{\bsnm{Ghahramani},~\bfnm{Z.}\binits{Z.}} \AND
  \bauthor{\bsnm{Hinton},~\bfnm{G.~E.}\binits{G.~E.}}
(\byear{2000}).
\btitle{{SMEM algorithm for mixture models}}.
\bjournal{Neural computation}
\bvolume{12}
\bpages{2109--2128}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Vogt {\it et~al.}}{2005}]{vogt2005five}
\begin{barticle}[author]
\bauthor{\bsnm{Vogt},~\bfnm{S.~S.}\binits{S.~S.}},
  \bauthor{\bsnm{Butler},~\bfnm{R.~P.}\binits{R.~P.}},
  \bauthor{\bsnm{Marcy},~\bfnm{G.~W.}\binits{G.~W.}},
  \bauthor{\bsnm{Fischer},~\bfnm{D.~A.}\binits{D.~A.}},
  \bauthor{\bsnm{Henry},~\bfnm{G.~W.}\binits{G.~W.}},
  \bauthor{\bsnm{Laughlin},~\bfnm{G.}\binits{G.}},
  \bauthor{\bsnm{Wright},~\bfnm{J.~T.}\binits{J.~T.}} \AND
  \bauthor{\bsnm{Johnson},~\bfnm{J.~A.}\binits{J.~A.}}
(\byear{2005}).
\btitle{{Five new multicomponent planetary systems}}.
\bjournal{The Astrophysical Journal}
\bvolume{632}
\bpages{638--658}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{Wang {\it et~al.}}{2004}]{wang2004estimation}
\begin{barticle}[author]
\bauthor{\bsnm{Wang},~\bfnm{H.~X.}\binits{H.~X.}},
  \bauthor{\bsnm{Luo},~\bfnm{B.}\binits{B.}},
  \bauthor{\bsnm{Zhang},~\bfnm{Q.~B.}\binits{Q.~B.}} \AND
  \bauthor{\bsnm{Wei},~\bfnm{S.}\binits{S.}}
(\byear{2004}).
\btitle{{Estimation for the number of components in a mixture model using
  stepwise split-and-merge EM algorithm}}.
\bjournal{Pattern Recognition Letters}
\bvolume{25}
\bpages{1799--1809}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{West}{1993a}]{West:1993}
\begin{barticle}[author]
\bauthor{\bsnm{West},~\bfnm{Mike}\binits{M.}}
(\byear{1993}a).
\btitle{Approximating posterior distributions by mixtures}.
\bjournal{J.~Roy. Stat. Soc. {\rm B}}
\bvolume{55}
\bpages{409--422}.
\end{barticle}
\endbibitem

\bibitem[\protect\citeauthoryear{West}{1993b}]{west1993mixture}
\begin{barticle}[author]
\bauthor{\bsnm{West},~\bfnm{M.}\binits{M.}}
(\byear{1993}b).
\btitle{{Mixture Models, Monte Carlo, Bayesian Updating, and Dynamic Models}}.
\bjournal{Computing Science and Statistics}
\bpages{325--325}.
\end{barticle}
\endbibitem

\end{thebibliography}