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Volumn 127, Issue 3, 2010, Pages 1584-1594

A reanalysis of McGurk data suggests that audiovisual fusion in speech perception is subject-dependent

Author keywords

[No Author keywords available]

Indexed keywords

AUDIO-VISUAL FUSION; AUDIOVISUAL PERCEPTION; BAYESIAN; EXPERIMENTAL DATA; FUSION PROCESS; HEARING IMPAIRED; LOGICAL MODELS; METHODOLOGICAL PROBLEMS; MODEL ASSESSMENT; OVERFITTING; REANALYSIS; ROOT MEAN SQUARE ERRORS; SELECTION MODEL; SPEECH PERCEPTION; SYSTEMATIC EXPLORATION; VISUAL DATA;

EID: 77950442700     PISSN: 00014966     EISSN: None     Source Type: Journal    
DOI: 10.1121/1.3293001     Document Type: Article
Times cited : (51)

References (53)
  • 1
    • 0001432664 scopus 로고    scopus 로고
    • On the integration of auditory and visual parameters in an HMM-based ASR
    • edited by D. G. Stork and M. E. Hennecke (Springer-Verlag, Berlin)
    • Adjoudani, A., and Benòt, C. (1996). " On the integration of auditory and visual parameters in an HMM-based ASR.," in Speechreading by Humans and Machines, edited by, D. G. Stork, and, M. E. Hennecke, (Springer-Verlag, Berlin), pp. 461-472.
    • (1996) Speechreading by Humans and Machines , pp. 461-472
    • Adjoudani, A.1    Benòt, C.2
  • 2
    • 18844457069 scopus 로고    scopus 로고
    • Audiovisual integration of speech falters under high attention demands
    • DOI 10.1016/j.cub.2005.03.046, PII S0960982205003404
    • Alsius, A., Navarra, J., Campbell, R., and Soto-Faraco, S. (2005). " Audiovisual integration of speech falters under high attention demands.," Curr. Biol. CUBLE2 0960-9822 15, 839-43. 10.1016/j.cub.2005.03.046 (Pubitemid 40689403)
    • (2005) Current Biology , vol.15 , Issue.9 , pp. 839-843
    • Alsius, A.1    Navarra, J.2    Campbell, R.3    Soto-Faraco, S.4
  • 3
    • 35248887060 scopus 로고    scopus 로고
    • Attention to touch weakens audiovisual speech integration
    • DOI 10.1007/s00221-007-1110-1
    • Alsius, A., Navarra, J., and Soto-Faraco, S. (2007). " Attention to touch weakens audiovisual speech integration.," Exp. Brain Res. EXBRAP 0014-4819 183, 399-404. 10.1007/s00221-007-1110-1 (Pubitemid 47568666)
    • (2007) Experimental Brain Research , vol.183 , Issue.3 , pp. 399-404
    • Alsius, A.1    Navarra, J.2    Soto-Faraco, S.3
  • 4
    • 0026200336 scopus 로고
    • Crossmodal integration in the identification of consonant segments
    • ZZZZZZ 0033-555X
    • Braida, L. D. (1991). " Crossmodal integration in the identification of consonant segments.," Q. J. Exp. Psychol. ZZZZZZ 0033-555X 43, 647-677.
    • (1991) Q. J. Exp. Psychol. , vol.43 , pp. 647-677
    • Braida, L.D.1
  • 5
    • 0002075081 scopus 로고    scopus 로고
    • Auditory-visual speech perception as a direct process: The McGurk effect in human infants and across languages
    • edited by D. G. Stork and M. E. Hennecke (Springer-Verlag, Berlin)
    • Burnham, D., and Dodd, B. (1996). " Auditory-visual speech perception as a direct process: The McGurk effect in human infants and across languages.," in Speechreading by Humans and Machines, edited by, D. G. Stork, and, M. E. Hennecke, (Springer-Verlag, Berlin), pp. 103-114.
    • (1996) Speechreading by Humans and Machines , pp. 103-114
    • Burnham, D.1    Dodd, B.2
  • 6
    • 2342445578 scopus 로고    scopus 로고
    • Environmental Enrichment and Development of Cage Stereotypy in Orange-winged Amazon Parrots (Amazona amazonica)
    • DOI 10.1002/dev.20007
    • Burnham, D., and Dodd, B. (2004). " Auditory-visual speech integration by pre-linguistic infants: Perception of an emergent consonant in the McGurk effect.," Dev. Psychobiol. DEPBA5 0012-1630 44, 209-220. 10.1002/dev.20007 (Pubitemid 38560883)
    • (2004) Developmental Psychobiology , vol.44 , Issue.4 , pp. 209-218
    • Meehan, C.L.1    Garner, J.P.2    Mench, J.A.3
  • 7
    • 5144220626 scopus 로고    scopus 로고
    • Bayesian multisensory integration and cross-modal spatial links
    • JONEA4 0022-3077
    • Deǹve, S., and Pouget, A. (2004). " Bayesian multisensory integration and cross-modal spatial links.," J. Neurophysiol. JONEA4 0022-3077 98, 249-258.
    • (2004) J. Neurophysiol. , vol.98 , pp. 249-258
    • Deǹve, S.1    Pouget, A.2
  • 8
    • 0037165165 scopus 로고    scopus 로고
    • Humans integrate visual and haptic information in a statistically optimal fashion
    • DOI 10.1038/415429a
    • Ernst, M. O., and Banks, M. S. (2002). " Humans integrate visual and haptic information in a statistically optimal fashion.," Nature (London) NATUAS 0028-0836 415, 429-433. 10.1038/415429a (Pubitemid 34100953)
    • (2002) Nature , vol.415 , Issue.6870 , pp. 429-433
    • Ernst, M.O.1    Banks, M.S.2
  • 9
    • 1842576869 scopus 로고    scopus 로고
    • Merging the senses into a robust percept
    • DOI 10.1016/j.tics.2004.02.002, PII S1364661304000385
    • Ernst, M. O., and Bulthoff, H. H. (2004). " Merging the senses into a robust percept.," Trends Cogn. Sci. TCSCFK 1364-6613 8, 162-169. 10.1016/j.tics.2004.02.002 (Pubitemid 38429926)
    • (2004) Trends in Cognitive Sciences , vol.8 , Issue.4 , pp. 162-169
    • Ernst, M.O.1    Bulthoff, H.H.2
  • 10
    • 85037281717 scopus 로고
    • McGurk effect in Spanish and German listeners. Influences of visual cues in the perception of Spanish and German conflicting audio-visual stimuli
    • Fuster-Duran, A. (1995). " McGurk effect in Spanish and German listeners. Influences of visual cues in the perception of Spanish and German conflicting audio-visual stimuli.," in Proceedings of the Eurospeech 95, pp. 295-298.
    • (1995) Proceedings of the Eurospeech 95 , pp. 295-298
    • Fuster-Duran, A.1
  • 11
    • 0032709727 scopus 로고    scopus 로고
    • Auditory-visual integration during multimodal object recognition in humans: A behavioral and electrophysiological study
    • DOI 10.1162/089892999563544
    • Giard, M. H., and Peronnet, F. (1999). " Auditory-visual integration during multi-modal object recognition in humans: a behavioral and electrophysiological study.," J. Cogn. Neurosci. 11, 473-490. 10.1162/089892999563544 0898-929X (Pubitemid 29520540)
    • (1999) Journal of Cognitive Neuroscience , vol.11 , Issue.5 , pp. 473-490
    • Giard, M.H.1    Peronnet, F.2
  • 13
    • 0036301065 scopus 로고    scopus 로고
    • Measures of auditory-visual integration for speech understanding: A theoretical perspective (L)
    • DOI 10.1121/1.1482076
    • Grant, K. W. (2002). " Measures of auditory-visual integration for speech understanding: A theoretical perspective (L).," J. Acoust. Soc. Am. JASMAN 0001-4966 112, 30-33. 10.1121/1.1482076 (Pubitemid 34747734)
    • (2002) Journal of the Acoustical Society of America , vol.112 , Issue.1 , pp. 30-33
    • Grant, K.W.1
  • 14
    • 0031684026 scopus 로고    scopus 로고
    • Measures of auditory-visual integration in nonsense syllables and sentences
    • DOI 10.1121/1.423751
    • Grant, K. W., and Seitz, P. F. (1998). " Measures of auditory-visual integration in nonsense syllables and sentences.," J. Acoust. Soc. Am. JASMAN 0001-4966 104, 2438-2449. 10.1121/1.423751 (Pubitemid 28463139)
    • (1998) Journal of the Acoustical Society of America , vol.104 , Issue.4 , pp. 2438-2450
    • Grant, K.W.1    Seitz, P.F.2
  • 15
    • 77950420649 scopus 로고
    • in Proceedings of the 13th International Congress on Phonetic Sciences
    • Grassegger, H. (1995). " McGurk effect in German and Hungarian listeners.," in Proceedings of the 13th International Congress on Phonetic Sciences, pp. 210-113.
    • (1995) McGurk Effect in German and Hungarian Listeners , pp. 210-113
    • Grassegger, H.1
  • 16
    • 33748847357 scopus 로고    scopus 로고
    • A sex difference in visual influence on heard speech
    • PEPSBJ 0031-5117
    • Irwin, J. R., Whalen, D. H., and Fowler, C. A. (2006). " A sex difference in visual influence on heard speech.," Percept. Psychophys. PEPSBJ 0031-5117 68, 582-592.
    • (2006) Percept. Psychophys. , vol.68 , pp. 582-592
    • Irwin, J.R.1    Whalen, D.H.2    Fowler, C.A.3
  • 17
    • 0032563621 scopus 로고    scopus 로고
    • Sex differences in brain regions activated by grammatical and reading tasks
    • NERPEZ 0959-4965, 10.1097/00001756-199808240-00022
    • Jaeger, J., Lockwood, A., Van Valin, R. D., Jr., Kemmerer, D. L., Murphy, B. W., and Wack, D. S. (1998). " Sex differences in brain regions activated by grammatical and reading tasks.," NeuroReport NERPEZ 0959-4965 9, 2803-2807. 10.1097/00001756-199808240-00022
    • (1998) NeuroReport , vol.9 , pp. 2803-2807
    • Jaeger, J.1    Lockwood, A.2    Van Valin Jr., R.D.3    Kemmerer, D.L.4    Murphy, B.W.5    Wack, D.S.6
  • 19
    • 84950934893 scopus 로고
    • Bayes factor
    • JSTNAL 0162-1459, 10.2307/2291091
    • Kass, R. E., and Raftery, A. E. (1995). " Bayes factor.," J. Am. Stat. Assoc. JSTNAL 0162-1459 90, 773-795. 10.2307/2291091
    • (1995) J. Am. Stat. Assoc. , vol.90 , pp. 773-795
    • Kass, R.E.1    Raftery, A.E.2
  • 20
    • 41349102671 scopus 로고    scopus 로고
    • Causal inference in cue combination
    • ZZZZZZ 1932-6203, 10.1371/journal.pone.0000943
    • Körding, K. P., Beierholm, U., Ma, W., Quartz, S., Tenenbaum, J., and Shams, L. (2007). " Causal inference in cue combination.," PLoS ONE ZZZZZZ 1932-6203 2, e943. 10.1371/journal.pone.0000943
    • (2007) PLoS ONE , vol.2 , pp. 943
    • Körding, K.P.1    Beierholm, U.2    Ma, W.3    Quartz, S.4    Tenenbaum, J.5    Shams, L.6
  • 21
    • 0013589246 scopus 로고
    • Human processing of auditory-visual information in speech perception: Potential for multimodal human-machine interfaces
    • Yokohama, Japan
    • Kuhl, P. K., Tsuzaki, M., Tohkura, Y., and Meltzoff, A. N. (1994). " Human processing of auditory-visual information in speech perception: Potential for multimodal human-machine interfaces.," in Proceedings of International Conference on Spoken Language Processing, Yokohama, Japan, pp. 539-542.
    • (1994) Proceedings of International Conference on Spoken Language Processing , pp. 539-542
    • Kuhl, P.K.1    Tsuzaki, M.2    Tohkura, Y.3    Meltzoff, A.N.4
  • 22
    • 0026939447 scopus 로고
    • Auditory and visual cueing of the [± rounded] feature of vowels
    • ZZZZZZ 0023-8309
    • Lisker, L., and Rossi, M. (1992). " Auditory and visual cueing of the [± rounded] feature of vowels.," Lang Speech ZZZZZZ 0023-8309 35, 391-417.
    • (1992) Lang Speech , vol.35 , pp. 391-417
    • Lisker, L.1    Rossi, M.2
  • 23
    • 0001025418 scopus 로고
    • Bayesian interpolation
    • NEUCEB 0899-7667, 10.1162/neco.1992.4.3.415
    • MacKay, D. J. C. (1992). " Bayesian interpolation.," Neural Comput. NEUCEB 0899-7667 4, 415-447. 10.1162/neco.1992.4.3.415
    • (1992) Neural Comput. , vol.4 , pp. 415-447
    • MacKay, D.J.C.1
  • 26
    • 0033893845 scopus 로고    scopus 로고
    • Tests of auditory-visual integration efficiency within the framework of the fuzzy logical model of perception
    • DOI 10.1121/1.429611, PII S0001496600010080
    • Massaro, D. W., and Cohen, M. M. (2000). " Tests of auditory-visual integration efficiency within the framework of the fuzzy-logical model of perception.," J. Acoust. Soc. Am. JASMAN 0001-4966 108, 784-789. 10.1121/1.429611 (Pubitemid 30625903)
    • (2000) Journal of the Acoustical Society of America , vol.108 , Issue.2 , pp. 784-789
    • Massaro, D.W.1    Cohen, M.M.2
  • 28
    • 41849092755 scopus 로고
    • Bimodal speech perception: An examination across languages
    • JPHNB9 0095-4470
    • Massaro, D. W., Cohen, M. M., Gesi, A., Heredia, R., and Tsuzaki, M. (1993). " Bimodal speech perception: An examination across languages.," J. Phonetics JPHNB9 0095-4470 21, 445-478.
    • (1993) J. Phonetics , vol.21 , pp. 445-478
    • Massaro, D.W.1    Cohen, M.M.2    Gesi, A.3    Heredia, R.4    Tsuzaki, M.5
  • 29
    • 0017199877 scopus 로고
    • Hearing lips and seeing voices
    • NATUAS 0028-0836, 10.1038/264746a0
    • McGurk, H., and MacDonald, J. (1976). " Hearing lips and seeing voices.," Nature (London) NATUAS 0028-0836 264, 746-748. 10.1038/264746a0
    • (1976) Nature (London) , vol.264 , pp. 746-748
    • McGurk, H.1    MacDonald, J.2
  • 30
    • 0003016813 scopus 로고    scopus 로고
    • Applying Occam's razor in modeling cognition: A Bayesian approach
    • PBUREN 1069-9384
    • Myung, I. J., and Pitt, M. A. (1997). " Applying Occam's razor in modeling cognition: A Bayesian approach.," Psychon. Bull. Rev. PBUREN 1069-9384 4, 79-95.
    • (1997) Psychon. Bull. Rev. , vol.4 , pp. 79-95
    • Myung, I.J.1    Pitt, M.A.2
  • 31
    • 0042278546 scopus 로고    scopus 로고
    • Flexibility versus generalizablity in model selection
    • PBUREN 1069-9384
    • Pitt, M. A., Kim, W., and Myung, I. J. (2003). " Flexibility versus generalizablity in model selection.," Psychon. Bull. Rev. PBUREN 1069-9384 10, 29-44.
    • (2003) Psychon. Bull. Rev. , vol.10 , pp. 29-44
    • Pitt, M.A.1    Kim, W.2    Myung, I.J.3
  • 32
    • 0036823946 scopus 로고    scopus 로고
    • When a good fit can be bad
    • DOI 10.1016/S1364-6613(02)01964-2, PII S1364661302019642
    • Pitt, M. A., and Myung, I. J. (2002). " When a good fit can be bad.," Trends Cogn. Sci. TCSCFK 1364-6613 6, 421-425. 10.1016/S1364- 6613(02)01964-2 (Pubitemid 36160456)
    • (2002) Trends in Cognitive Sciences , vol.6 , Issue.10 , pp. 421-425
    • Pitt, M.A.1    Myung, I.J.2
  • 34
    • 0029386978 scopus 로고
    • A comparison of models for fusion of the auditory and visual sensors in speech perception
    • AIRVE6 0269-2821, 10.1007/BF00849043
    • Robert-Ribes, J., Schwartz, J. L., and Escudier, P. (1995). " A comparison of models for fusion of the auditory and visual sensors in speech perception.," Artif. Intell. Rev. AIRVE6 0269-2821 9, 323-346. 10.1007/BF00849043
    • (1995) Artif. Intell. Rev. , vol.9 , pp. 323-346
    • Robert-Ribes, J.1    Schwartz, J.L.2    Escudier, P.3
  • 35
    • 0031747741 scopus 로고    scopus 로고
    • Complementarity and synergy in bimodal speech: Auditory, visual, and audio-visual identification of French oral vowels in noise
    • DOI 10.1121/1.423069
    • Robert-Ribes, J., Schwartz, J. -L., Lallouache, T., and Escudier, P. (1998). " Complementarity and synergy in bimodal speech: Auditory, visual and audio-visual identification of French oral vowels in noise.," J. Acoust. Soc. Am. JASMAN 0001-4966 103, 3677-3689. 10.1121/1.423069 (Pubitemid 28274989)
    • (1998) Journal of the Acoustical Society of America , vol.103 , Issue.6 , pp. 3677-3689
    • Robert-Ribes, J.1    Schwartz, J.-L.2    Lallouache, T.3    Escudier, P.4
  • 40
    • 33749545789 scopus 로고    scopus 로고
    • The 0/0 problem in the fuzzy-logical model of perception
    • DOI 10.1121/1.2258814
    • Schwartz, J. L. (2006). " Bayesian model selection: The 0/0 problem in the fuzzy-logical model of perception.," J. Acoust. Soc. Am. JASMAN 0001-4966 120, 1795-1798. 10.1121/1.2258814 (Pubitemid 44536105)
    • (2006) Journal of the Acoustical Society of America , vol.120 , Issue.4 , pp. 1795-1798
    • Schwartz, J.-L.1
  • 42
    • 0035377190 scopus 로고    scopus 로고
    • Modeling face identification processing in children and adults
    • ZZZZZZ 0022-0965, 10.1006/jec2000.2574
    • Schwarzer, G., and Massaro, D. W. (2001). " Modeling face identification processing in children and adults.," J. Exp. Child Psychol. ZZZZZZ 0022-0965 79, 139-161. 10.1006/jecp.2000.2574
    • (2001) J. Exp. Child Psychol. , vol.79 , pp. 139-161
    • Schwarzer, G.1    Massaro, D.W.2
  • 43
    • 0021996822 scopus 로고
    • Primary modality for speech perception in children with normal and impaired hearing
    • JSPHAH 0022-4685
    • Seewald, R., Ross, M., Giolas, T., and Yonovitz, A. (1985). " Primary modality for speech perception in children with normal and impaired hearing.," J. Speech Hear. Res. JSPHAH 0022-4685 28, 36-46.
    • (1985) J. Speech Hear. Res. , vol.28 , pp. 36-46
    • Seewald, R.1    Ross, M.2    Giolas, T.3    Yonovitz, A.4
  • 44
    • 85009067902 scopus 로고    scopus 로고
    • Issues in the development of auditory-visual speech perception: Adults, infants and children
    • edited by S. H. Kim and D. H. Yuon (Sunjin Printing, Seoul, Korea)
    • Sekiyama, K., and Burnham, D. (2004). " Issues in the development of auditory-visual speech perception: Adults, infants and children.," in Proceedings of the Eighth International Conference on Spoken Language Processing, edited by, S. H. Kim, and, D. H. Yuon, (Sunjin Printing, Seoul, Korea), pp. 1137-1140.
    • (2004) Proceedings of the Eighth International Conference on Spoken Language Processing , pp. 1137-1140
    • Sekiyama, K.1    Burnham, D.2
  • 45
    • 33644639588 scopus 로고    scopus 로고
    • Auditory-visual speech perception development in Japanese and English speakers
    • edited by J. -L. Schwartz, F. Berthommier, M. -A. Cathiard, and D. Sodoyer, St. Jorioz, France
    • Sekiyama, K., Burnham, D., Tam, H., and Erdener, D. (2003). " Auditory-Visual Speech Perception Development in Japanese and English Speakers.," in Proceedings of the International Conference Audio-Visual Speech Processing 2003, edited by, J. -L. Schwartz, F. Berthommier, M. -A. Cathiard, and, D. Sodoyer, St. Jorioz, France, pp. 43-47.
    • (2003) Proceedings of the International Conference Audio-Visual Speech Processing 2003 , pp. 43-47
    • Sekiyama, K.1    Burnham, D.2    Tam, H.3    Erdener, D.4
  • 46
    • 0025935481 scopus 로고
    • McGurk effect in non-English listeners: Few visual effects for Japanese subjects hearing Japanese syllables of high auditory intelligibility
    • JASMAN 0001-4966, 10.1121/1.401660
    • Sekiyama, K., and Tokhura, Y. (1991). " McGurk effect in non-English listeners: Few visual effects for Japanese subjects hearing Japanese syllables of high auditory intelligibility.," J. Acoust. Soc. Am. JASMAN 0001-4966 90, 1797-1825. 10.1121/1.401660
    • (1991) J. Acoust. Soc. Am. , vol.90 , pp. 1797-1825
    • Sekiyama, K.1    Tokhura, Y.2
  • 47
    • 85048997118 scopus 로고
    • Inter-language differences in the influence of visual cues in speech perception
    • JPHNB9 0095-4470
    • Sekiyama, K., and Tokhura, Y. (1993). " Inter-language differences in the influence of visual cues in speech perception.," J. Phonetics JPHNB9 0095-4470 21, 427-444.
    • (1993) J. Phonetics , vol.21 , pp. 427-444
    • Sekiyama, K.1    Tokhura, Y.2
  • 48
    • 3042582050 scopus 로고    scopus 로고
    • Assessing multivariate nonnormality using univariate distributions
    • BIOKAX 0006-3444, 10.1093/biomet/86.1.191
    • Slate, E. H. (1999). " Assessing multivariate nonnormality using univariate distributions.," Biometrika BIOKAX 0006-3444 86, 191-202. 10.1093/biomet/86.1.191
    • (1999) Biometrika , vol.86 , pp. 191-202
    • Slate, E.H.1
  • 49
    • 60549098411 scopus 로고    scopus 로고
    • Improvement in speech-reading ability by auditory training: Evidence from gender differences in normally-hearing, deaf, cochlear implanted subjects
    • ZZZZZZ 0028-3932, 10.1016/j.neuropsychologia.2008.10.017
    • Strelnikov, K., Rouger. J., Lagleyre, S., Fraysse, B., Deguine, O., and Barone, P. (2009). " Improvement in speech-reading ability by auditory training: Evidence from gender differences in normally-hearing, deaf, cochlear implanted subjects.," Neuropsychologia ZZZZZZ 0028-3932 47, 972-979. 10.1016/j.neuropsychologia.2008.10.017
    • (2009) Neuropsychologia , vol.47 , pp. 972-979
    • Strelnikov, K.1    Rouger, J.2    Lagleyre, S.3    Fraysse, B.4    Deguine, O.5    Barone, P.6
  • 50
    • 0003770986 scopus 로고    scopus 로고
    • Comparing models for audiovisual fusion in a noisy-vowel recognition task
    • IESPEJ 1063-6676, 10.1109/89.799688
    • Teissier, P., Robert-Ribes, J., Schwartz, J. L., and Gúrin- Dugú, A. (1999). " Comparing models for audiovisual fusion in a noisy-vowel recognition task.," IEEE Trans. Speech Audio Process. IESPEJ 1063-6676 7, 629-642. 10.1109/89.799688
    • (1999) IEEE Trans. Speech Audio Process. , vol.7 , pp. 629-642
    • Teissier, P.1    Robert-Ribes, J.2    Schwartz, J.L.3    Gúrin-Dugú, A.4
  • 51
    • 2342655716 scopus 로고    scopus 로고
    • Visual attention modulates audiovisual speech perception
    • DOI 10.1080/09541440340000268
    • Tiippana, K., Andersen, T. S., and Sams, M. (2004). " Visual attention modulates audiovisual speech perception.," Eur. J. Cogn. Psychol. 16, 457-472. 10.1080/09541440340000268 0954-1446 (Pubitemid 38581330)
    • (2004) European Journal of Cognitive Psychology , vol.16 , Issue.3 , pp. 457-472
    • Tiippana, K.1    Andersen, T.S.2    Sams, M.3
  • 52
    • 0001905135 scopus 로고
    • On the asymptotic behaviour of posterior distributions
    • JSTBAJ 0035-9246
    • Walker, A. M. (1967). " On the asymptotic behaviour of posterior distributions.," J. R. Stat. Soc. Ser. B (Methodol.) JSTBAJ 0035-9246 31, 80-88.
    • (1967) J. R. Stat. Soc. Ser. B (Methodol.) , vol.31 , pp. 80-88
    • Walker, A.M.1


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