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disciplinas:ce718 [2011/06/21 12:15]
walmes
disciplinas:ce718 [2011/07/07 22:55]
walmes [section 11]
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 ===== Links ===== ===== Links =====
  
-  * {{http://​www.stats.ox.ac.uk/​~steffen/​teaching/​bs2HT9/​laplace.pdf|Laplace'​s Method of Integration - Ste en Lauritzen}}+  * {{http://​www.stats.ox.ac.uk/​~steffen/​teaching/​bs2HT9/​laplace.pdf|Laplace'​s Method of Integration - Ste en Lauritzen}}
 +  * {{http://​www.stanford.edu/​~mch/​harding-hausman-laplace.pdf|Using a Laplace Approximation to Estimate the Random Coefficients Logit Model by Non-linear Least Squares}};​ 
 +  * {{http://​www.cemmap.ac.uk/​wps/​cwp0601.pdf|USING A LAPLACE APPROXIMATION TO ESTIMATE THE RANDOM COEFFICIENTS LOGIT MODEL BY NON-LINEAR LEAST SQUARES}};​ 
 +  * {{http://​www.cs.berkeley.edu/​~jordan/​courses/​260-spring10/​lectures/​lecture16.pdf|Laplace approximation review}}; 
 +  * {{http://​www.cs.toronto.edu/​~mackay/​itprnn/​ps/​343.344.pdf|Laplace'​s Method}}; 
 +  * {{http://​www.ece.rice.edu/​~vc3/​elec633/​graphical_models_notes_091108.pdf|Laplace Approximation}};​ 
 +  * {{http://​galton.uchicago.edu/​~pmcc/​pubs/​paper26.pdf|Laplace approximation of high dimensional integrals}};​ 
 +  * {{http://​support.sas.com/​documentation/​cdl/​en/​statug/​63347/​HTML/​default/​viewer.htm#​statug_glimmix_a0000001432.htm|Maximum Likelihood Estimation Based on Laplace Approximation}};​ 
 +  * {{http://​statmath.wu.ac.at/​research/​talks/​resources/​MultIRT.pdf|Fitting Multidimensional Latent Variable Models using an Efficient Laplace Approximation}};​ 
 +  * {{http://​prin08.uniud.it/​tl_files/​prin08/​upload/​papers/​2010_3.pdf|LAPLACE APPROXIMATION IN MEASUREMENT ERROR MODELS}}; 
 +  * {{http://​www.unc.edu/​~vangelis/​files/​sglmmlapl.pdf|Asymptotic inference for Spatial GLMM using high order Laplace approximation}};​ 
 +  * {{http://​www.jstor.org/​pss/​1390617}};​ 
 +  * {{http://​digitalcommons.unl.edu/​cgi/​viewcontent.cgi?​article=1003&​context=statisticsdiss&​sei-redir=1#​search=%22laplace%20approximation%20integral%22|FULLY EXPONENTIAL LAPLACE APPROXIMATION EM ALGORITHM FOR NONLINEAR MIXED EFFECTS MODELS}}; 
 +  * {{http://​proquest.umi.com/​pqdlink?​Ver=1&​Exp=07-02-2016&​FMT=7&​DID=1188875391&​RQT=309&​attempt=1&​cfc=1|Applications of Laplace approximation for hierarchical generalized linear models in educational research}};​ 
 +  * {{http://​people.math.aau.dk/​~rw/​Undervisning/​Topics/​Handouts/​6.hand.pdf|Computation of the likelihood function for GLMMs}}; 
 +  * {{http://​www.ansci.wisc.edu/​morota/​beamer/​computing.pdf|Computing:​ Generalized,​ Linear, and Mixed Models}}; 
 +  * {{http://​jmlr.csail.mit.edu/​papers/​volume12/​cseke11a/​cseke11a.pdf|Approximate Marginals in Latent Gaussian Models}}; 
 +  * {{http://​biowww.dfci.harvard.edu/​~yili/​spa1.pdf|Modeling Spatial Survival Data Using Semiparametric Frailty Models}}; 
 +  * {{http://​actuaryzhang.com/​seminar/​topic5_mcmc.pdf|Markov Chain Monte Carlo Methods}};​ 
 +  * 8-O{{http://​dirk.eddelbuettel.com/​blog/​2011/​07/​05/#​rcppeigen_introduction|Even faster linear model fits with R using RcppEigen}};​
  

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