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[]\OT1/ptm/m/n/10.95 In these two lec-tures we will dis-cuss two top-ics that a
re be-com-ing in-creas-ingly im-por-tant: Bayesian
 []

[1

] [2]
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[]\OT1/ptm/m/n/10.95 For our ex-am-ple above, MCMC was used to gen-er-ate point
s ac-cord-ing to the pos-te-rior pdf $\OML/cmm/m/it/10.95 p\OT1/cmr/m/n/10.95 (
\OML/cmm/m/it/10.95 ^^R[]; ^^R[]\OT1/cmr/m/n/10.95 )$
 []

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[]\OT1/ptm/m/n/10.95 R.M. Neal, \OT1/ptm/m/it/10.95 Prob-a-bilis-tic In-fer-enc
e Us-ing Markov Chain Monte Carlo Meth-ods\OT1/ptm/m/n/10.95 , Tech-ni-cal
 []


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\OT1/ptm/m/n/10.95 Re-port CRG-TR-93-1, Dept. of Com-puter Sci-ence, Uni-ver-si
ty of Toronto, avail-able from
 []


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[]\OT1/ptm/m/n/10.95 I. Narsky, \OT1/ptm/m/it/10.95 Stat-Pat-tern-Recog-ni-tion
: A C++ Pack-age for Sta-tis-ti-cal Anal-y-sis of
 []


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\OT1/ptm/m/it/10.95 High En-ergy Physics Data\OT1/ptm/m/n/10.95 , \OT1/cmtt/m/n
/10.95 physics/0507143 \OT1/ptm/m/n/10.95 (2005); soft-ware avail-able from
 []

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