The BUGS project: Evolution, critique and future directions
暂无分享,去创建一个
Andrew Thomas | David J. Lunn | Nicky Best | David Lunn | David Spiegelhalter | D. Spiegelhalter | N. Best | Andrew Thomas
[1] J Wakefield. The Bayesian analysis of pharmacokinetic models. , 1992 .
[2] Paula Milheiro-Oliveira,et al. Bayesian Statistical Methods for Modeling and Prediction of Major Landslides in Coastal Cliffs , 2007 .
[3] L. McCandless. Bayesian methods for data analysis (3rd edn). Bradley P. Carlin and Thomas A. Louis, Chapman & Hall/CRC, Boca Raton, 2008. No. of pages: 552. Price: $69.95. ISBN 9781584886976 , 2009 .
[4] Peter Congdon. Bayesian statistical modelling , 2002 .
[5] David J. Spiegelhalter,et al. Sequential updating of conditional probabilities on directed graphical structures , 1990, Networks.
[6] A. Gelman,et al. Weak convergence and optimal scaling of random walk Metropolis algorithms , 1997 .
[7] A. P. Dawid,et al. Independence properties of directed Markov fields. Networks, 20, 491-505 , 1990 .
[8] David J. Lunn,et al. Bayesian Analysis of Population Pharmacokinetic/Pharmacodynamic Models , 2005 .
[9] M. Plummer. Penalized loss functions for Bayesian model comparison. , 2008, Biostatistics.
[10] Z. Q. John Lu. Bayesian biostatistics and diagnostic medicine , 2009 .
[11] K J Scurrah,et al. Variance components analysis for pedigree‐based censored survival data using generalized linear mixed models (GLMMs) and Gibbs sampling in BUGS , 2000, Genetic epidemiology.
[12] Leslie Lamport,et al. Latex : A Document Preparation System , 1985 .
[13] Andrew Gelman,et al. Data Analysis Using Regression and Multilevel/Hierarchical Models , 2006 .
[14] M. Drton,et al. Model selection for Gaussian concentration graphs , 2004 .
[15] Daniel G. Bobrow,et al. Object-Oriented Programming: Themes and Variations , 1989, AI Mag..
[16] C. Robert,et al. Bayesian Modeling Using WinBUGS , 2009 .
[17] Herbert W. Hethcote,et al. The Mathematics of Infectious Diseases , 2000, SIAM Rev..
[18] David J. Lunn,et al. A Bayesian toolkit for genetic association studies , 2006, Genetic epidemiology.
[19] Neal Alexander,et al. Bayesian Disease Mapping: Hierarchical Modeling in Spatial Epidemiology , 2011 .
[20] Jon Wakefield,et al. A Bayesian measure of the probability of false discovery in genetic epidemiology studies. , 2007, American journal of human genetics.
[21] Claus Weihs,et al. Parameter Optimization in Automatic Transcription of Music , 2005, GfKl.
[22] Andrew B. Lawson,et al. Disease Mapping with WinBUGS and MLwiN , 2003 .
[23] A. Gelman. Prior distributions for variance parameters in hierarchical models (comment on article by Browne and Draper) , 2004 .
[24] Lyle D. Broemeling,et al. Bayesian Biostatistics and Diagnostic Medicine , 2007 .
[25] Andrew B. Whitford. Bayesian Methods: A Social and Behavioral Sciences Approach , 2003, Journal of Politics.
[26] David J. Spiegelhalter,et al. Bayesian graphical modelling: a case‐study in monitoring health outcomes , 2002 .
[27] Andrew Thomas,et al. WinBUGS - A Bayesian modelling framework: Concepts, structure, and extensibility , 2000, Stat. Comput..
[28] David J. Lunn. Automated covariate selection and Bayesian model averaging in population PK/PD models , 2008, Journal of Pharmacokinetics and Pharmacodynamics.
[29] D. S. Jones,et al. Differential Equations and Mathematical Biology , 1983 .
[30] Thomas M. Ludden,et al. Estimation of Population Pharmacokinetic Parameters in the Presence of Non-compliance , 2003, Journal of Pharmacokinetics and Pharmacodynamics.
[31] Tim B. Swartz,et al. Optimal batting orders in one-day cricket , 2006, Comput. Oper. Res..
[32] Jon Wakefield,et al. Multi-level modelling, the ecologic fallacy, and hybrid study designs. , 2009, International journal of epidemiology.
[33] Bradley P. Carlin,et al. Bayesian Methods for Data Analysis , 2008 .
[34] Michael A. McCarthy,et al. Clarifying the effect of toe clipping on frogs with Bayesian statistics , 2004 .
[35] Jean-François Boisvieux,et al. Modelling behavioral syndromes using Bayesian networks , 1998, Artif. Intell. Medicine.
[36] Judea Pearl,et al. Reverend Bayes on Inference Engines: A Distributed Hierarchical Approach , 1982, AAAI.
[37] Max Jacobson,et al. A Pattern Language: Towns, Buildings, Construction , 1981 .
[38] David J. Spiegelhalter,et al. Local computations with probabilities on graphical structures and their application to expert systems , 1990 .
[39] Beat Neuenschwander,et al. Combining MCMC with ‘sequential’ PKPD modelling , 2009, Journal of Pharmacokinetics and Pharmacodynamics.
[40] D. J. Spiegelhalter,et al. Statistical and Knowledge‐Based Approaches to Clinical Decision‐Support Systems, with an Application in Gastroenterology , 1984 .
[41] Chirag Parikh,et al. IDEA cryptographic processor in FPGA , 2005, J. Comput. Methods Sci. Eng..
[42] Judea Pearl,et al. A Computational Model for Causal and Diagnostic Reasoning in Inference Systems , 1983, IJCAI.
[43] Gilles Celeux,et al. Mixture Models for Classification , 2006, GfKl.
[44] Chuanhai Liu. Robit Regression: A Simple Robust Alternative to Logistic and Probit Regression , 2005 .
[45] Niklaus Wirth,et al. Programming in Modula-2 , 1985, Texts and Monographs in Computer Science.
[46] Ioannis Ntzoufras,et al. Bayesian hypothesis testing for the distribution of insurance claim counts using the Gibbs sampler , 2005, J. Comput. Methods Sci. Eng..
[47] David J. Lunn,et al. Generic reversible jump MCMC using graphical models , 2009, Stat. Comput..
[48] Judea Pearl,et al. Evidential Reasoning Using Stochastic Simulation of Causal Models , 1987, Artif. Intell..
[49] Andrew R. Millard,et al. A Bayesian approach to the estimation of the age of humans from tooth development and wear , 2002 .
[50] A. Gelman. Parameterization and Bayesian Modeling , 2004 .
[51] Jon Wakefield,et al. Bayesian Analysis of Population PK/PD Models: General Concepts and Software , 2002, Journal of Pharmacokinetics and Pharmacodynamics.
[52] Jun Yu,et al. Bugs for a Bayesian Analysis of Stochastic Volatility Models , 2000 .
[53] A. Gelman,et al. Rich State, Poor State, Red State, Blue State: What's the Matter with Connecticut? , 2005 .
[54] Ralph Johnson,et al. design patterns elements of reusable object oriented software , 2019 .
[55] A O'Hagan,et al. Bayesian cost‐effectiveness analysis from clinical trial data , 2001, Statistics in medicine.
[56] D. Ashby. Bayesian statistics in medicine: a 25 year review , 2006, Statistics in medicine.
[57] Rafael Dueire Lins,et al. Garbage collection: algorithms for automatic dynamic memory management , 1996 .
[58] Radford M. Neal. Markov Chain Monte Carlo Methods Based on `Slicing' the Density Function , 1997 .
[59] Walter R. Gilks,et al. A Language and Program for Complex Bayesian Modelling , 1994 .
[60] Adrian F. M. Smith,et al. Sampling-Based Approaches to Calculating Marginal Densities , 1990 .
[61] W. K. Hastings,et al. Monte Carlo Sampling Methods Using Markov Chains and Their Applications , 1970 .
[62] George G. Woodworth,et al. Biostatistics: A Bayesian Introduction , 2004 .
[63] Donald Geman,et al. Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images , 1984 .
[64] David J. Spiegelhalter,et al. Probabilistic Reasoning in Predictive Expert Systems , 1985, UAI.
[65] Bradley P. Carlin,et al. Bayesian measures of model complexity and fit , 2002 .
[66] Arthur P. Dempster,et al. The direct use of likelihood for significance testing , 1997, Stat. Comput..
[67] Peter Green,et al. Markov chain Monte Carlo in Practice , 1996 .
[68] Elizabeth Ayers,et al. IRT Modeling of Tutor Performance to Predict End-of-Year Exam Scores , 2008 .
[69] Robin J Wyatt,et al. Mapping the abundance of riverine fish populations: integrating hierarchical Bayesian models with a geographic information system (GIS) , 2003 .
[70] N. Metropolis,et al. Equation of State Calculations by Fast Computing Machines , 1953, Resonance.
[71] Steffen L. Lauritzen,et al. Independence properties of directed markov fields , 1990, Networks.
[72] Alessandra Casella,et al. An Experimental Study of Storable Votes , 2003 .
[73] Lindon Eaves,et al. Application of Bayesian Inference using Gibbs Sampling to Item-Response Theory Modeling of Multi-Symptom Genetic Data , 2005, Behavior genetics.
[74] Jon Wakefield,et al. Bayes factors for genome‐wide association studies: comparison with P‐values , 2009, Genetic epidemiology.