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Volumn 27, Issue 3, 1995, Pages 229-249

Bayesian inference in threshold models using Gibbs sampling

Author keywords

Bayesian analysis; dog; Gibbs sampling; threshold model

Indexed keywords


EID: 0001222948     PISSN: 0999193X     EISSN: 12979686     Source Type: Journal    
DOI: 10.1016/0999-193X(96)80477-0     Document Type: Article
Times cited : (335)

References (47)
  • 1
    • 84916537550 scopus 로고
    • Bayesian analysis of binary and polychotomous response data
    • Albert JH Chib S Bayesian analysis of binary and polychotomous response data J Am Stat Assoc 88 1993 669 679
    • (1993) J Am Stat Assoc , vol.88 , pp. 669-679
    • Albert, JH1    Chib, S2
  • 2
    • 84985404146 scopus 로고
    • Hip dysplasia selection index exemplified by data from German shepherd dogs
    • Andersen S Andresen E Christensen K Hip dysplasia selection index exemplified by data from German shepherd dogs J Anim Breed Genet 105 1988 112 119
    • (1988) J Anim Breed Genet , vol.105 , pp. 112-119
    • Andersen, S1    Andresen, E2    Christensen, K3
  • 3
    • 0001227455 scopus 로고
    • Variance component models with binary response: interviewer variability
    • Anderson DA Aitkin M Variance component models with binary response: interviewer variability J R Stat Soc B 47 1985 203 210
    • (1985) J R Stat Soc B , vol.47 , pp. 203-210
    • Anderson, DA1    Aitkin, M2
  • 4
    • 0001141391 scopus 로고
    • On the development of reference priors
    • Berger JO Bernardo JM On the development of reference priors JM Bernardo JO Berger AP Dawid AFM Smith Bayesian Statistics IV 1992 Oxford University Press New York, USA 35 60
    • (1992) , pp. 35-60
    • Berger, JO1    Bernardo, JM2
  • 5
    • 0000103562 scopus 로고
    • Spatial statistics and Bayesian computation
    • Besag J Green PJ Spatial statistics and Bayesian computation J R Stat Soc B 55 1993 25 37
    • (1993) J R Stat Soc B , vol.55 , pp. 25-37
    • Besag, J1    Green, PJ2
  • 6
    • 0000121040 scopus 로고
    • The calculation of the dosage-mortality curve
    • Bliss CI The calculation of the dosage-mortality curve Ann Appl Biol 22 1935 134 167
    • (1935) Ann Appl Biol , vol.22 , pp. 134-167
    • Bliss, CI1
  • 7
    • 0001278933 scopus 로고
    • The effect of selection on genetic variability
    • Bulmer MG The effect of selection on genetic variability Am Nat 105 1971 201 211
    • (1971) Am Nat , vol.105 , pp. 201-211
    • Bulmer, MG1
  • 8
    • 0003829710 scopus 로고
    • The Theory of Stochastic Processes
    • Cox DR Miller HD The Theory of Stochastic Processes 1965 Chapman and Hall UK
    • (1965)
    • Cox, DR1    Miller, HD2
  • 9
    • 0037883402 scopus 로고
    • Multifactorial models for familial diseases in man
    • Curnow R Smith C Multifactorial models for familial diseases in man J R Statist Soc A 138 1975 131 169
    • (1975) J R Statist Soc A , vol.138 , pp. 131-169
    • Curnow, R1    Smith, C2
  • 10
    • 0001118328 scopus 로고
    • Heritability of threshold characters
    • Dempster ER Lerner IM Heritability of threshold characters Genetics 35 1950 212 236
    • (1950) Genetics , vol.35 , pp. 212-236
    • Dempster, ER1    Lerner, IM2
  • 11
    • 0003391450 scopus 로고
    • Non-Uniform Random Variate Generation
    • Devroye L Non-Uniform Random Variate Generation 1986 Springer-Verlag London, UK
    • (1986)
    • Devroye, L1
  • 12
    • 77955058518 scopus 로고
    • The inheritance of liability to certain diseases, estimated from the incidence among relatives
    • Falconer DS The inheritance of liability to certain diseases, estimated from the incidence among relatives Ann Hum Genet 29 1965 51 76
    • (1965) Ann Hum Genet , vol.29 , pp. 51-76
    • Falconer, DS1
  • 13
    • 0007227944 scopus 로고
    • Hip dysplasia-international certificate and evaluation of radiographs
    • Helsinki, Finland Fédération Cynologique Internationale Hip dysplasia-international certificate and evaluation of radiographs W Brass S Paatsama 1983
    • (1983)
    • Fédération Cynologique Internationale1
  • 14
    • 0026441242 scopus 로고
    • Prediction of selection response for threshold dichotomous traits
    • Foulley JL Prediction of selection response for threshold dichotomous traits Genetics 132 1993 1187 1194
    • (1993) Genetics , vol.132 , pp. 1187-1194
    • Foulley, JL1
  • 15
    • 0001904504 scopus 로고
    • Approches statistiques de l'évaluation génétique des reproducteurs pour des caractères binaires à seuils
    • Foulley JL Manfredi E Approches statistiques de l'évaluation génétique des reproducteurs pour des caractères binaires à seuils Genet Sel Evol 23 1991 309 338
    • (1991) Genet Sel Evol , vol.23 , pp. 309-338
    • Foulley, JL1    Manfredi, E2
  • 16
    • 0001141975 scopus 로고
    • Empirical Bayes estimation of parameters for n polygenic binary traits
    • Foulley JL Im S Gianola D Höschele I Empirical Bayes estimation of parameters for n polygenic binary traits Genet Sel Evol 19 1987 197 224
    • (1987) Genet Sel Evol , vol.19 , pp. 197-224
    • Foulley, JL1    Im, S2    Gianola, D3    Höschele, I4
  • 17
    • 0006666243 scopus 로고
    • Genetic evaluation for discrete polygenic traits in animal breeding
    • Foulley JL Gianola D Im S Genetic evaluation for discrete polygenic traits in animal breeding D Gianola Hammond K Advances in Statistical Methods for Genetic Improvement of Livestock 1990 Springer-Verlag New York, USA 361 409
    • (1990) , pp. 361-409
    • Foulley, JL1    Gianola, D2    Im, S3
  • 18
    • 84865262077 scopus 로고
    • Illustration of Bayesian inference in normal data models using Gibbs sampling
    • Gelfand AE Hills SE Racine-Poon A Smith AFM Illustration of Bayesian inference in normal data models using Gibbs sampling J Am Stat Assoc 85 1990 972 985
    • (1990) J Am Stat Assoc , vol.85 , pp. 972-985
    • Gelfand, AE1    Hills, SE2    Racine-Poon, A3    Smith, AFM4
  • 19
    • 84950453504 scopus 로고
    • Bayesian analysis of constrained parameter and truncated data problems using Gibbs sampling
    • Gelfand A Smith AFM Lee TM Bayesian analysis of constrained parameter and truncated data problems using Gibbs sampling J Am Stat Assoc 87 1992 432 523
    • (1992) J Am Stat Assoc , vol.87 , pp. 432-523
    • Gelfand, A1    Smith, AFM2    Lee, TM3
  • 20
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distributions and Bayesian restoration of images
    • German S Geman D Stochastic relaxation, Gibbs distributions and Bayesian restoration of images IEEE Trans Pattern Anal Machine Intelligence 6 1984 721 741
    • (1984) IEEE Trans Pattern Anal Machine Intelligence , vol.6 , pp. 721-741
    • German, S1    Geman, D2
  • 21
    • 0001032162 scopus 로고
    • A single series from the Gibbs sampler provides a false sense of security
    • Gelman A Rubin DB A single series from the Gibbs sampler provides a false sense of security JM Bernardo JO Berger AP Dawid AFM Smith Bayesian Statistics IV 1992 Oxford University Press NY, USA 625 631
    • (1992) , pp. 625-631
    • Gelman, A1    Rubin, DB2
  • 22
    • 0001032163 scopus 로고
    • Evaluating the accurracy of sampling-based approaches to the calculation of posterior moments
    • Geweke J Evaluating the accurracy of sampling-based approaches to the calculation of posterior moments JM Bernardo JO Berger AP Dawid AFM Smith Bayesian Statistics IV 1992 Oxford University Press UK 169 193
    • (1992) , pp. 169-193
    • Geweke, J1
  • 23
    • 84972511893 scopus 로고
    • Practical Markov chain Monte Carlo
    • (with discussion) Geyer CJ Practical Markov chain Monte Carlo Stat Sci 7 1992 467 511
    • (1992) Stat Sci , vol.7 , pp. 467-511
    • Geyer, CJ1
  • 24
    • 0001476298 scopus 로고
    • Theory and analysis of threshold characters
    • Gianola D Theory and analysis of threshold characters J Anim Sci 54 1982 1079 1096
    • (1982) J Anim Sci , vol.54 , pp. 1079-1096
    • Gianola, D1
  • 25
    • 0000018490 scopus 로고
    • Sire evaluation for ordered categorical data with a threshold model
    • Gianola D Foulley JL Sire evaluation for ordered categorical data with a threshold model Genet Sel Evol 15 1983 201 224
    • (1983) Genet Sel Evol , vol.15 , pp. 201-224
    • Gianola, D1    Foulley, JL2
  • 26
    • 0021603770 scopus 로고
    • A mixed-model procedure for analyzing ordered categorical data
    • Harville DA Mee RW A mixed-model procedure for analyzing ordered categorical data Biometrics 40 1984 393 408
    • (1984) Biometrics , vol.40 , pp. 393-408
    • Harville, DA1    Mee, RW2
  • 27
    • 0001723460 scopus 로고
    • Estimation of variance components with quasi-continuous data using Bayesian methods
    • Höschele I Gianola D Foulley JL Estimation of variance components with quasi-continuous data using Bayesian methods J Anim Breed Genet 104 1987 334 349
    • (1987) J Anim Breed Genet , vol.104 , pp. 334-349
    • Höschele, I1    Gianola, D2    Foulley, JL3
  • 28
    • 0028251064 scopus 로고
    • Marginal inferences of variance and covariance components for traits influenced by maternal and direct genetic effects using the Gibbs sampler
    • Jensen J Wang CS Sorensen DA Gianola D Marginal inferences of variance and covariance components for traits influenced by maternal and direct genetic effects using the Gibbs sampler Acta Agric Scand 44 1994 193 201
    • (1994) Acta Agric Scand , vol.44 , pp. 193-201
    • Jensen, J1    Wang, CS2    Sorensen, DA3    Gianola, D4
  • 29
    • 0001789822 scopus 로고
    • Covariance structure of the Gibbs sampler with applications to the comparisons of estimators and augmentation schemes
    • Liu JS Wong WH Kong A Covariance structure of the Gibbs sampler with applications to the comparisons of estimators and augmentation schemes Biometrika 81 1994 27 40
    • (1994) Biometrika , vol.81 , pp. 27-40
    • Liu, JS1    Wong, WH2    Kong, A3
  • 30
    • 0004031293 scopus 로고
    • Introduction to the Theory of Statistics
    • Mood AM Graybill FA Boes DC Introduction to the Theory of Statistics 1974 McGraw-Hill UK
    • (1974)
    • Mood, AM1    Graybill, FA2    Boes, DC3
  • 31
    • 0016192958 scopus 로고
    • Analysis of family resemblance. III. Complex segregation of quantitative traits
    • Morton NE McLean CJ Analysis of family resemblance. III. Complex segregation of quantitative traits Am J Hum Genet 26 1974 489 503
    • (1974) Am J Hum Genet , vol.26 , pp. 489-503
    • Morton, NE1    McLean, CJ2
  • 32
    • 0003406402 scopus 로고
    • Spectral Analysis and Time Series
    • Priestley MB Spectral Analysis and Time Series 1981 Academic Press NY, USA
    • (1981)
    • Priestley, MB1
  • 33
    • 0000523469 scopus 로고
    • Mixed-model methodology for farm and ranch beef cattle testing programs
    • Quaas RL Pollak EJ Mixed-model methodology for farm and ranch beef cattle testing programs J Anim Sci 51 1980 1277 1287
    • (1980) J Anim Sci , vol.51 , pp. 1277-1287
    • Quaas, RL1    Pollak, EJ2
  • 34
    • 0000759236 scopus 로고
    • How many iterations in the Gibbs sampler?
    • Raftery AE Lewis SM How many iterations in the Gibbs sampler? JM Bernardo JO Berger AP Dawid AFM Smith Bayesian Statistics IV 1992 Oxford University Press London, UK 763 773
    • (1992) , pp. 763-773
    • Raftery, AE1    Lewis, SM2
  • 35
    • 0004007880 scopus 로고
    • Stochastic Simulation
    • Ripley BD Stochastic Simulation 1987 John Wiley & Sons UK
    • (1987)
    • Ripley, BD1
  • 36
    • 85113046958 scopus 로고
    • Convergence diagnotics of the Gibbs sampler
    • Roberts GO Convergence diagnotics of the Gibbs sampler JM Bernardo JO Berger AP Dawid AFM Smith Bayesian Statistics IV 1992 Oxford University Press NY, USA 775 782
    • (1992) , pp. 775-782
    • Roberts, GO1
  • 37
    • 0000481620 scopus 로고
    • On the geometric convergence of the Gibbs sampler
    • Roberts GO Polson NG On the geometric convergence of the Gibbs sampler J R Statist Soc B 56 1994 377 384
    • (1994) J R Statist Soc B , vol.56 , pp. 377-384
    • Roberts, GO1    Polson, NG2
  • 38
    • 29644440539 scopus 로고
    • The heritability of all-or-none traits: viability of poultry
    • Robertson A Lerner IM The heritability of all-or-none traits: viability of poultry Genetics 34 1949 395 411
    • (1949) Genetics , vol.34 , pp. 395-411
    • Robertson, A1    Lerner, IM2
  • 39
    • 0003053548 scopus 로고
    • Bayesian computation via the Gibbs sampler and related Markov chain Monte-Carlo methods
    • Smith AFM Roberts GO Bayesian computation via the Gibbs sampler and related Markov chain Monte-Carlo methods J R Stat Soc B 55 1993 3 23
    • (1993) J R Stat Soc B , vol.55 , pp. 3-23
    • Smith, AFM1    Roberts, GO2
  • 40
    • 0028137540 scopus 로고
    • Bayesian analysis of genetic change due to selection using Gibbs sampling
    • Sorensen DA Wang CS Jensen J Gianola D Bayesian analysis of genetic change due to selection using Gibbs sampling Genet Sel Evol 26 1994 333 360
    • (1994) Genet Sel Evol , vol.26 , pp. 333-360
    • Sorensen, DA1    Wang, CS2    Jensen, J3    Gianola, D4
  • 41
    • 0004020258 scopus 로고
    • Tools for Statistical Inference
    • Tanner MA Tools for Statistical Inference 1993 Springer-Verlag
    • (1993)
    • Tanner, MA1
  • 42
    • 84950758368 scopus 로고
    • The calculation of posterior distributions by data augmentation
    • Tanner MA Wong WH The calculation of posterior distributions by data augmentation J Am Stat Assoc 82 1987 528 540
    • (1987) J Am Stat Assoc , vol.82 , pp. 528-540
    • Tanner, MA1    Wong, WH2
  • 43
    • 0003124559 scopus 로고
    • Marginal inferences about variance components in a mixed linear model using Gibbs sampling
    • Wang CS Rutledge JJ Gianola D Marginal inferences about variance components in a mixed linear model using Gibbs sampling Genet Sel Evol 21 1993 41 62
    • (1993) Genet Sel Evol , vol.21 , pp. 41-62
    • Wang, CS1    Rutledge, JJ2    Gianola, D3
  • 44
    • 0028117976 scopus 로고
    • Bayesian analysis of mixed linear models via Gibbs sampling with an application to litter size in Iberian pigs
    • Wang GS Rutledge JJ Gianola D Bayesian analysis of mixed linear models via Gibbs sampling with an application to litter size in Iberian pigs Genet Sel Evol 26 1994 91 115
    • (1994) Genet Sel Evol , vol.26 , pp. 91-115
    • Wang, GS1    Rutledge, JJ2    Gianola, D3
  • 46
    • 0000386296 scopus 로고
    • An analysis of variability in number of digits in an inbred strain of guinea pigs
    • Wright S An analysis of variability in number of digits in an inbred strain of guinea pigs Genetics 19 1934 506 536
    • (1934) Genetics , vol.19 , pp. 506-536
    • Wright, S1
  • 47
    • 84910906566 scopus 로고
    • Generalized linear models with random effects: a Gibbs sampling approach
    • Zeger SL Karim MR Generalized linear models with random effects: a Gibbs sampling approach J Am Stat Assoc 86 1991 79 86
    • (1991) J Am Stat Assoc , vol.86 , pp. 79-86
    • Zeger, SL1    Karim, MR2


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