메뉴 건너뛰기




Volumn 2, Issue 2, 2012, Pages 180-189

On the application of mixed hidden markov models to multiple behavioural time series

Author keywords

Behavioural analysis; Maximum likelihood; Motivational states; Random effects; State space model; Subject specific covariate

Indexed keywords


EID: 84860893762     PISSN: 20428898     EISSN: 20428901     Source Type: Journal    
DOI: 10.1098/rsfs.2011.0077     Document Type: Article
Times cited : (42)

References (65)
  • 1
    • 71849100330 scopus 로고    scopus 로고
    • Integrating function and mechanism
    • doi:10.1016/j.tree.2009.05.011)
    • McNamara, J. M. & Houston, A. I. 2009 Integrating function and mechanism. Trends Ecol. Evol. 24, 670-675. (doi:10.1016/j.tree.2009.05.011)
    • (2009) Trends Ecol. Evol , vol.24 , pp. 670-675
    • McNamara, J.M.1    Houston, A.I.2
  • 2
    • 0001608229 scopus 로고
    • On optimal use of a patchy environment
    • doi:10.1086/282454)
    • MacArthur, R. H. & Pianka, E. R. 1966 On optimal use of a patchy environment. Am. Nat. 100, 603-609. (doi:10.1086/282454)
    • (1966) Am. Nat , vol.100 , pp. 603-609
    • Macarthur, R.H.1    Pianka, E.R.2
  • 3
    • 0016948894 scopus 로고
    • Optimal foraging, the marginal value theorem
    • doi:10.1016/0040-5809(76)90040-X)
    • Charnov, E. L. 1976 Optimal foraging, the marginal value theorem. Theor. Popul. Biol. 9, 129-136. (doi:10.1016/0040-5809(76)90040-X)
    • (1976) Theor. Popul. Biol , vol.9 , pp. 129-136
    • Charnov, E.L.1
  • 4
    • 0000746509 scopus 로고
    • On foraging time allocation in a stochastic environment
    • doi:10.2307/1937162)
    • Caraco, T. 1980 On foraging time allocation in a stochastic environment. Ecology 61, 119-128. (doi:10.2307/1937162)
    • (1980) Ecology , vol.61 , pp. 119-128
    • Caraco, T.1
  • 6
    • 79960842944 scopus 로고    scopus 로고
    • One size does not fit all: Flexible models are required to understand animal movement across scales
    • doi:10.1111/j.1365-2656.2011.01851.x)
    • Yackulic, C. B., Blake, S., Deem, S., Kock, M. & Uriarte, M. 2011 One size does not fit all: flexible models are required to understand animal movement across scales. J. Anim. Ecol. 80, 1088-1096. (doi:10.1111/j.1365-2656.2011.01851.x)
    • (2011) J. Anim. Ecol , vol.80 , pp. 1088-1096
    • Yackulic, C.B.1    Blake, S.2    Deem, S.3    Kock, M.4    Uriarte, M.5
  • 7
    • 0004233070 scopus 로고    scopus 로고
    • Animal behaviour: Psychobiology
    • 3rd edn. Harlow, UK: Longman Scientific and Technical
    • McFarland, D. 1999 Animal behaviour: psychobiology, ethology and evolution, 3rd edn. Harlow, UK: Longman Scientific and Technical.
    • (1999) Ethology and Evolution
    • McFarland, D.1
  • 8
    • 0001929528 scopus 로고    scopus 로고
    • Recent advances in noninvasive techniques to monitor hormone-behavior interactions
    • doi:10.1002/(SICI)1096-8644(1998)107: 27+,1::AID-AJPA2.3.0.CO;2-H)
    • Whitten, P. I., Brockman, D. K. & Stavisky, R. C. 1998 Recent advances in noninvasive techniques to monitor hormone-behavior interactions. Yearbook Phys. Anthropol. 41, 1-23. (doi:10.1002/(SICI)1096-8644(1998)107: 27+,1::AID-AJPA2.3.0.CO;2-H)
    • (1998) Yearbook Phys. Anthropol , vol.41 , pp. 1-23
    • Whitten, P.I.1    Brockman, D.K.2    Stavisky, R.C.3
  • 9
    • 0033500352 scopus 로고    scopus 로고
    • 9 Diet selection and animal state: An integrative framework
    • doi:10.1017/ S0029665199001044)
    • Kyriazakis, I., Tolkamp, B. J. & Emmans, G. 9 Diet selection and animal state: an integrative framework. Proc. Nutrit. Soc. 58, 765-772. (doi:10.1017/ S0029665199001044)
    • Proc. Nutrit. Soc , vol.58 , pp. 765-772
    • Kyriazakis, I.1    Tolkamp, B.J.2    Emmans, G.3
  • 10
    • 33751370453 scopus 로고    scopus 로고
    • Elk decision-making rules are simplified in the presence of wolves
    • doi:10.1007/s00265-006-0258-1)
    • Winnie Jr., J., Christianson, D., Creel, S. & Maxwell, B. 2006 Elk decision-making rules are simplified in the presence of wolves. Behav. Ecol. Sociobiol. 61, 277-289. (doi:10.1007/s00265-006-0258-1)
    • (2006) Behav. Ecol. Sociobiol , vol.61 , pp. 277-289
    • Winnie, J.J.1    Christianson, D.2    Creel, S.3    Maxwell, B.4
  • 11
    • 0033638983 scopus 로고    scopus 로고
    • Seasonal changes in courtship song and the medial preoptic area in male European starlings (Sturnus vulgaris)
    • doi:10.1006/hbeh.2000.1623)
    • Riters, L. V., Eens, M., Pinxten, R., Duffy, D. L., Balthazart, J. & Ball, G. F. 2000 Seasonal changes in courtship song and the medial preoptic area in male European starlings (Sturnus vulgaris). Horm. Behav. 38, 250-261. (doi:10.1006/hbeh.2000.1623)
    • (2000) Horm. Behav , vol.38 , pp. 250-261
    • Riters, L.V.1    Eens, M.2    Pinxten, R.3    Duffy, D.L.4    Balthazart, J.5    Ball, G.F.6
  • 12
    • 0017132745 scopus 로고
    • Markov properties of sequences of behaviours
    • Morgan, B. J. T. 1976 Markov properties of sequences of behaviours. J. R. Stat. Soc. Ser. C 25, 31-36.
    • (1976) J. R. Stat. Soc. Ser. C , vol.25 , pp. 31-36
    • Morgan, B.J.T.1
  • 13
    • 49749123441 scopus 로고    scopus 로고
    • Modeling time series of animal behavior by means of a latent-state model with feedback
    • doi:10.1111/j.1541-0420.2007.00939.x)
    • Zucchini, W., Raubenheimer, D. & MacDonald, I. L. 2008 Modeling time series of animal behavior by means of a latent-state model with feedback. Biometrics 64, 807-815. (doi:10.1111/j.1541-0420.2007.00939.x)
    • (2008) Biometrics , vol.64 , pp. 807-815
    • Zucchini, W.1    Raubenheimer, D.2    Macdonald, I.L.3
  • 14
    • 80051583064 scopus 로고    scopus 로고
    • Estimating animal behaviour and residency from movement data
    • doi:10.1111/j.1600-0706.2011.19044.x)
    • Pedersen, M. W., Patterson, T. A., Thygesen, U. H. & Madsen, H. 2011 Estimating animal behaviour and residency from movement data. Oikos 120, 1281-1290. (doi:10.1111/j.1600-0706.2011.19044.x)
    • (2011) Oikos , vol.120 , pp. 1281-1290
    • Pedersen, M.W.1    Patterson, T.A.2    Thygesen, U.H.3    Madsen, H.4
  • 16
    • 84985733619 scopus 로고
    • Hidden Markov models and animal behaviour
    • doi:10.1002/bimj.4710370606)
    • MacDonald, I. L. & Raubenheimer, D. 1995 Hidden Markov models and animal behaviour. Biometric. J. 37, 701-712. (doi:10.1002/bimj.4710370606)
    • (1995) Biometric. J , vol.37 , pp. 701-712
    • Macdonald, I.L.1    Raubenheimer, D.2
  • 17
    • 70350009700 scopus 로고    scopus 로고
    • Classifying movement behaviour in relation to environmental conditions using hidden Markov models
    • doi:10.1111/j.1365-2656.2009.01583.x)
    • Patterson, T. A., Basson, M., Bravington, M. V. & Gunn, J. S. 2009 Classifying movement behaviour in relation to environmental conditions using hidden Markov models. J. Anim. Ecol. 78, 1113-1123. (doi:10.1111/j.1365-2656. 2009.01583.x)
    • (2009) J. Anim. Ecol , vol.78 , pp. 1113-1123
    • Patterson, T.A.1    Basson, M.2    Bravington, M.V.3    Gunn, J.S.4
  • 18
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models and selected applications in speech recognition
    • doi:10.1109/5.18626)
    • Rabiner, L. R. 1989 A tutorial on hidden Markov models and selected applications in speech recognition. IEEE Proc. 77, 257-286. (doi:10.1109/5.18626)
    • (1989) IEEE Proc , vol.77 , pp. 257-286
    • Rabiner, L.R.1
  • 19
    • 84455169620 scopus 로고    scopus 로고
    • Some nonstandard stochastic volatility models and their estimation using structured hidden Markov models
    • doi:10.1016/j.jempfin. 2011.09.003)
    • Langrock, R., MacDonald, I. L. & Zucchini, W. 2012 Some nonstandard stochastic volatility models and their estimation using structured hidden Markov models. J. Empir. Finance 19, 147-161. (doi:10.1016/j.jempfin. 2011.09.003)
    • (2012) J. Empir. Finance , vol.19 , pp. 147-161
    • Langrock, R.1    Macdonald, I.L.2    Zucchini, W.3
  • 20
    • 40149111400 scopus 로고    scopus 로고
    • Modelling portfolio defaults using hidden Markov models with covariates
    • doi:10.1111/j.1368423X.2008.00232.x)
    • Banachewicz, K., Lucas, A. & Vaart, A. 2008 Modelling portfolio defaults using hidden Markov models with covariates. Econ. J. 11, 155-171. (doi:10.1111/j.1368423X.2008.00232.x)
    • (2008) Econ. J , vol.11 , pp. 155-171
    • Banachewicz, K.1    Lucas, A.2    Vaart, A.3
  • 21
    • 0001342006 scopus 로고
    • A new approach to the economic analysis of nonstationary time series and the business cycle
    • doi:10.2307/1912559)
    • Hamilton, J. D. 1989 A new approach to the economic analysis of nonstationary time series and the business cycle. Econometrica 57, 357-384. (doi:10.2307/1912559)
    • (1989) Econometrica , vol.57 , pp. 357-384
    • Hamilton, J.D.1
  • 22
    • 0028181441 scopus 로고
    • Hidden Markov models in computational biology. Applications to protein modeling
    • doi:10.1006/jmbi.1994.1104
    • Krogh, A., Brown, M., Mian, I. S., Sjolander, K. & Haussler, D. 1994 Hidden Markov models in computational biology. Applications to protein modeling. J. Mol. Biol. 235, 1501-1531. (doi:10.1006/jmbi.1994.1104)
    • (1994) J. Mol. Biol , vol.235 , pp. 1501-1531
    • Krogh, A.1    Brown, M.2    Mian, I.S.3    Sjolander, K.4    Haussler, D.5
  • 26
    • 0036489069 scopus 로고    scopus 로고
    • Bayesian methods for hidden Markov models: Recursive computing in the 21st century
    • doi:10.1198/016214 502753479464)
    • Scott, S. L. 2002 Bayesian methods for hidden Markov models: recursive computing in the 21st century. J. Am. Stat. Assoc. 97, 337-351. (doi:10.1198/016214 502753479464)
    • J. Am. Stat Assoc , vol.97 , pp. 337-351
    • Scott, S.1
  • 27
    • 12944287801 scopus 로고    scopus 로고
    • Why environmental scientists are becoming Bayesians
    • doi:10.1111/j.14610248.2004.00702.x)
    • Clark, J. S. 2005 Why environmental scientists are becoming Bayesians. Ecol. Lett. 8, 2-14. (doi:10.1111/j.14610248.2004.00702.x)
    • (2005) Ecol Lett , vol.8 , pp. 2-14
    • Clark, J.S.1
  • 30
    • 0742323619 scopus 로고    scopus 로고
    • State-space models for the dynamics of wild animal populations
    • doi:10. 1016/j.ecolmodel.2003.08.002)
    • Buckland, S. T., Newman, K. B., Thomas, L. & Koesters, N. B. 2004 State-space models for the dynamics of wild animal populations. Ecol. Modell. 171, 157-175. (doi:10. 1016/j.ecolmodel.2003.08.002)
    • (2004) Ecol Modell , vol.171 , pp. 157-175
    • Buckland, S.T.1    Newman, K.B.2    Thomas, L.3    Koesters, N.B.4
  • 31
    • 17444424311 scopus 로고    scopus 로고
    • A state-space model to derive bluefin tuna movement and habitat from archival tags
    • doi:10.1111/j. 0030-1299.2005.13777.x)
    • Royer, F., Fromentin, J.-M. & Gaspar, P. 2005 A state-space model to derive bluefin tuna movement and habitat from archival tags. Oikos 109, 473-484. (doi:10.1111/j. 0030-1299.2005.13777.x)
    • (2005) Oikos , vol.109 , pp. 473-484
    • Royer, F.1    Fromentin, J.-M.2    Gaspar, P.3
  • 32
    • 33746856205 scopus 로고    scopus 로고
    • Robust hierarchical state-space models reveal diel variation in travel rates of migrating leatherback turtles
    • doi:10.1111/j.1365-2656.2006. 01129.x)
    • Jonsen, I. D., Myers, R. A. & James, M. C. 2006 Robust hierarchical state-space models reveal diel variation in travel rates of migrating leatherback turtles. J. Anim. Ecol. 75, 1046-1057. (doi:10.1111/j.1365-2656.2006. 01129.x)
    • (2006) J. Anim. Ecol , vol.75 , pp. 1046-1057
    • Jonsen, I.D.1    Myers, R.A.2    James, M.C.3
  • 33
    • 72449190179 scopus 로고    scopus 로고
    • Sex-specific, seasonal foraging tactics of adult grey seals (Halichoerus grypus) revealed by state space analysis
    • doi:10.1890/071483.1)
    • Breed, G. A., Jonsen, I. D., Myers, R. A., Bowen, W. D. & Leonard, M. L. 2009 Sex-specific, seasonal foraging tactics of adult grey seals (Halichoerus grypus) revealed by state space analysis. Ecology 90, 3209-3221. (doi:10.1890/071483.1)
    • (2009) Ecology , vol.90 , pp. 3209-3221
    • Breed, G.A.1    Jonsen, I.D.2    Myers, R.A.3    Bowen, W.D.4    Leonard, M.L.5
  • 34
    • 0005618944 scopus 로고
    • Pricing foreign curency options with stochastic volatility
    • doi:10.1016/0304-4076(90)90100-8)
    • Melino, A. & Turnbull, S. M. 1990 Pricing foreign curency options with stochastic volatility. J. Econ. 45, 239-265. (doi:10.1016/0304-4076(90)90100-8)
    • (1990) J. Econ , vol.45 , pp. 239-265
    • Melino, A.1    Turnbull, S.M.2
  • 36
    • 0000094018 scopus 로고    scopus 로고
    • Monte Carlo maximum likelihood estimation for non-Gaussian state space models
    • doi:10.1093/biomet/84.3.669)
    • Durbin, J. & Koopman, S. J. 1997 Monte Carlo maximum likelihood estimation for non-Gaussian state space models. Biometrika 84, 669-684. (doi:10.1093/biomet/84.3.669)
    • (1997) Biometrika , vol.84 , pp. 669-684
    • Durbin, J.1    Koopman, S.J.2
  • 37
    • 84858253075 scopus 로고    scopus 로고
    • Some applications of nonlinear and non-Gaussian state-space modelling by means of idden Markov models
    • doi:10. 1080/02664763.2011.573543)
    • Langrock, R. 2011 Some applications of nonlinear and non-Gaussian state-space modelling by means of idden Markov models. J. Appl. Stat. 38, 2955-2970. (doi:10. 1080/02664763.2011.573543)
    • (2011) J. Appl. Stat , vol.38 , pp. 2955-2970
    • Langrock, R.1
  • 38
    • 5344274619 scopus 로고    scopus 로고
    • Extracting more out of relocation data: Building movement models as mixtures of random walks
    • doi:10.1890/03-0269)
    • Morales, J. M., Haydon, D. T., Frair, J., Holsinger, K. E. & Fryxell, J. M. 2004 Extracting more out of relocation data: building movement models as mixtures of random walks. Ecology 85, 2436-2445. (doi:10.1890/03-0269)
    • (2004) Ecology , vol.85 , pp. 2436-2445
    • Morales, J.M.1    Haydon, D.T.2    Frair, J.3    Holsinger, K.E.4    Fryxell, J.M.5
  • 39
    • 33947231297 scopus 로고    scopus 로고
    • Mixed hidden Markov models: An extension of the hidden Markov model to the longitudinal data setting
    • doi:10.1198/ 016214506000001086)
    • Altman, R. 2007 Mixed hidden Markov models: an extension of the hidden Markov model to the longitudinal data setting. J. Am. Stat. Assoc. 102, 201-210. (doi:10.1198/ 016214506000001086)
    • (2007) J. Am. Stat. Assoc , vol.102 , pp. 201-210
    • Altman, R.1
  • 40
    • 0034530962 scopus 로고    scopus 로고
    • Taxonomic revision of mouse lemur (Microcebus) in the Western portions of Madagascar
    • doi:10.1023/A:1005511129475)
    • Rasoloarison, R., Goodman, S. & Ganzhorn, J. 2000 Taxonomic revision of mouse lemur (Microcebus) in the Western portions of Madagascar. Int. J. Primatol. 21, 963-1019. (doi:10.1023/A:1005511129475)
    • (2000) Int. J. Primatol , vol.21 , pp. 963-1019
    • Rasoloarison, R.1    Goodman, S.2    Ganzhorn, J.3
  • 41
    • 0004240904 scopus 로고    scopus 로고
    • Washington DC: Conservation International
    • Mittermeier, R. et al. 2006 Lemurs of Madagascar. Washington DC: Conservation International.
    • (2006) Lemurs of Madagascar
    • Mittermeier, R.1
  • 42
    • 30544436268 scopus 로고    scopus 로고
    • Microcebus, mouse lemurs, tsidy
    • eds S. Goodman & J. Benstead, Chicago, IL: The University of Chicago Press
    • Kappeler, P. & Rasoloarison, R. 2003 Microcebus, mouse lemurs, tsidy. In The natural history of Madagascar (eds S. Goodman & J. Benstead), pp. 1310-1315. Chicago, IL: The University of Chicago Press.
    • (2003) The Natural History of Madagascar , pp. 1310-1315
    • Kappeler, P.1    Rasoloarison, R.2
  • 43
    • 49249124541 scopus 로고    scopus 로고
    • Small-scale co existence of two mouse lemur species (Microcebus berthae and M. murinus) within a homogeneous competitive environment
    • doi:10.1007/ s00442-008-1079-x)
    • Dammhahn, M. & Kappeler, P. M. 2008 Small-scale co existence of two mouse lemur species (Microcebus berthae and M. murinus) within a homogeneous competitive environment. Oecologica 157, 473-483. (doi:10.1007/ s00442-008-1079-x)
    • (2008) Oecologica , vol.157 , pp. 473-483
    • Dammhahn, M.1    Kappeler, P.M.2
  • 44
    • 57649221937 scopus 로고    scopus 로고
    • Comparative feeding ecology of sympatric Microcebus berthae and M. murinus
    • doi:10. 1007/s10764-008-9312-3)
    • Dammhahn, M. & Kappeler, P. M. 2008 Comparative feeding ecology of sympatric Microcebus berthae and M. murinus. Int. J. Primatol. 19, 1567-1589. (doi:10. 1007/s10764-008-9312-3)
    • (2008) Int. J. Primatol , vol.19 , pp. 1567-1589
    • Dammhahn, M.1    Kappeler, P.M.2
  • 45
    • 75149141268 scopus 로고    scopus 로고
    • Scramble or contest competition over food in solitarily foraging mouse lemurs (Microcebus spp.): New insights from stable isotopes
    • Dammhahn, M. & Kappeler, P. M. 2010 Scramble or contest competition over food in solitarily foraging mouse lemurs (Microcebus spp.): new insights from stable isotopes. Am. J. Phys. Anthropol. 141, 181-189.
    • (2010) Am. J. Phys. Anthropol , vol.141 , pp. 181-189
    • Dammhahn, M.1    Kappeler, P.M.2
  • 46
    • 0001178705 scopus 로고    scopus 로고
    • Sex-specific differences in activity patterns and fattening in the grey mouse lemur (Microcebus murinus) in Madagascar
    • doi:10.2307/1383244)
    • Schmid, J. 1999 Sex-specific differences in activity patterns and fattening in the grey mouse lemur (Microcebus murinus) in Madagascar. J. Mammol. 80, 749-757. (doi:10.2307/1383244)
    • (1999) J. Mammol , vol.80 , pp. 749-757
    • Schmid, J.1
  • 47
    • 0036460886 scopus 로고    scopus 로고
    • Mouse lemurs in space and time: A test to the socioecological model
    • doi:10.1007/s002650100409)
    • Eberle, M. & Kappeler, P. M. 2002 Mouse lemurs in space and time: a test to the socioecological model. Behav. Ecol. Sociobiol. 51, 131-139. (doi:10.1007/s002650100409)
    • (2002) Behav. Ecol. Sociobiol , vol.51 , pp. 131-139
    • Eberle, M.1    Kappeler, P.M.2
  • 48
    • 0037393067 scopus 로고    scopus 로고
    • Patterns and dynamics of sex-biased dispersal in a nocturnal primate, the grey mouse lemur
    • doi:10.1006/anbe.2003.2121)
    • Radespiel, U., Lutermann, H., Schmelting, B., Bruford, M. W. & Zimmermann, E. 2003 Patterns and dynamics of sex-biased dispersal in a nocturnal primate, the grey mouse lemur, Microcebus murinus. Anim. Behav. 65, 707-719. (doi:10.1006/anbe.2003.2121)
    • (2003) Microcebus Murinus. Anim. Behav , vol.65 , pp. 707-719
    • Radespiel, U.1    Lutermann, H.2    Schmelting, B.3    Bruford, M.W.4    Zimmermann, E.5
  • 49
    • 21244497348 scopus 로고    scopus 로고
    • Microsatellite analyses reveal fine-scale genetic structure in gray mouse lemurs (Microcebus murinus)
    • doi:10.1111/j.1365-294X.2005.02596.x)
    • Fredsted, T., Pertoldi, C., Schierup, H. & Kappeler, P. M. 2005 Microsatellite analyses reveal fine-scale genetic structure in gray mouse lemurs (Microcebus murinus). Mol. Ecol. 14, 2363-2372. (doi:10.1111/j.1365-294X.2005.02596.x)
    • (2005) Mol Ecol , vol.14 , pp. 2363-2372
    • Fredsted, T.1    Pertoldi, C.2    Schierup, H.3    Kappeler, P.M.4
  • 50
    • 8744279659 scopus 로고    scopus 로고
    • Forestry and research in the Kirindy Forest/Centre de Formation Professionelle Forestière
    • eds S. Goodman & J. Benstead, Chicago, IL: The University of Chicago Press
    • Sorg, J.-P., Ganzhorn, J. & Kappeler, P. 2003, Forestry and research in the Kirindy Forest/Centre de Formation Professionelle Forestière. In The natural history of Madagascar (eds S. Goodman & J. Benstead), pp. 1512-1519. Chicago, IL: The University of Chicago Press.
    • (2003) The Natural History of Madagascar , pp. 1512-1519
    • Sorg, J.-P.1    Ganzhorn, J.2    Kappeler, P.3
  • 52
    • 45349099441 scopus 로고    scopus 로고
    • Hidden Markov models and the Baum-Welch algorithm
    • Welch, L. R. 2003 Hidden Markov models and the Baum-Welch algorithm. IEEE Inform. Theory Soc. Newsl. 3, 10-13.
    • (2003) IEEE Inform. Theory Soc. Newsl , vol.3 , pp. 10-13
    • Welch, L.R.1
  • 53
    • 0032326121 scopus 로고    scopus 로고
    • The latent Markov chain with multivariate random effects
    • doi:10.1177/0049124198026003001)
    • Humphreys, K. 1998 The latent Markov chain with multivariate random effects. Sociol. Methods Res. 26, 269-299. (doi:10.1177/0049124198026003001)
    • (1998) Sociol Methods Res , vol.26 , pp. 269-299
    • Humphreys, K.1
  • 54
    • 84860900939 scopus 로고    scopus 로고
    • Case studies in Bayesian statistics: Hidden Markov Models Anal
    • Seltman, H. J. 2002 Case studies in Bayesian statistics: Hidden Markov Models Anal. Biol. Rhythm Data 5, 397-405.
    • (2002) Biol Rhythm Data , vol.5 , pp. 397-405
    • Seltman, H.J.1
  • 56
    • 0035561390 scopus 로고    scopus 로고
    • Analysis of longitudinal data of epileptic seizure: A two state hidden
    • doi:10. 1002/1521-4036(200112)43:8,941::AID-BIMJ941.3.0. CO;2-#)
    • Wang, P. & Puterman, M. L. 2001 Analysis of longitudinal data of epileptic seizure: a two state hidden Markov approach. Biometric. J. 43, 941-962. (doi:10. 1002/1521-4036(200112)43:8,941::AID-BIMJ941.3.0. CO;2-#)
    • (2001) Markov Approach. Biometric. J , vol.43 , pp. 941-962
    • Wang, P.1    Puterman, M.L.2
  • 57
    • 77958057320 scopus 로고    scopus 로고
    • Latent Markov model for longitudinal binary data: An application to the performance evaluation of nursing homes
    • doi:10.1214/08AOAS230)
    • Bartolucci, F., Lupparelli, M. & Montanari, G. E. 2009 Latent Markov model for longitudinal binary data: an application to the performance evaluation of nursing homes. Ann. Appl. Stat. 3, 611-636. (doi:10.1214/08AOAS230)
    • (2009) Ann. Appl. Stat , vol.3 , pp. 611-636
    • Bartolucci, F.1    Lupparelli, M.2    Montanari, G.E.3
  • 58
    • 70450284761 scopus 로고    scopus 로고
    • A semiparametric approach to hidden Markov models under longitudinal observations
    • doi:10.1007/ s11222-008-9099-2)
    • Maruotti, A. & Rydén, T. 2009 A semiparametric approach to hidden Markov models under longitudinal observations. Stat. Comput. 19, 381-393. (doi:10.1007/ s11222-008-9099-2)
    • (2009) Stat. Comput , vol.19 , pp. 381-393
    • Maruotti, A.1    Rydén, T.2
  • 59
    • 17644421875 scopus 로고    scopus 로고
    • On the use of stationary versus hidden Markov models to detect simple versus complex ecological dynamics
    • doi:10.1016/j.ecolmodel.2004.11.021)
    • Tucker, B. C. & Anand, M. 2005 On the use of stationary versus hidden Markov models to detect simple versus complex ecological dynamics. Ecol. Model. 185, 177-193. (doi:10.1016/j.ecolmodel.2004.11.021)
    • (2005) Ecol. Model , vol.185 , pp. 177-193
    • Tucker, B.C.1    Anand, M.2
  • 60
    • 33746082060 scopus 로고    scopus 로고
    • Prediction of wolf (Canis lupus) kill-sites using hidden Markov models
    • doi:10. 1016/j.ecolmodel.2006.02.043)
    • Franke, A., Caelli, T., Kuzyk, G. & Hudson, R. J. 2006 Prediction of wolf (Canis lupus) kill-sites using hidden Markov models. Ecol. Model. 197, 237-246. (doi:10. 1016/j.ecolmodel.2006.02.043)
    • (2006) Ecol. Model , vol.197 , pp. 237-246
    • Franke, A.1    Caelli, T.2    Kuzyk, G.3    Hudson, R.J.4
  • 61
  • 62
    • 77958026872 scopus 로고    scopus 로고
    • Hidden Markov models with arbitrary dwell-time distributions
    • doi:10.1016/j.csda.2010.06.015)
    • Langrock, R. & Zucchini, W. 2011 Hidden Markov models with arbitrary dwell-time distributions. Comput. Stat. Data Anal. 55, 715-724. (doi:10.1016/j.csda.2010.06.015)
    • (2011) Comput. Stat. Data Anal , vol.55 , pp. 715-724
    • Langrock, R.1    Zucchini, W.2
  • 63
    • 3042637773 scopus 로고    scopus 로고
    • Female dominance in competition for gum trees in the grey mouse lemur (Microcebus murinus)
    • Génin, F. 2003 Female dominance in competition for gum trees in the grey mouse lemur (Microcebus murinus). Revue Écol. Terre et la Vie 58, 397-410.
    • (2003) Revue Écol. Terre Et La Vie , vol.58 , pp. 397-410
    • Génin, F.1
  • 64
    • 8744287705 scopus 로고    scopus 로고
    • Sex in the dark: Determinants and consequences of mixed male mating tactics in Microcebus murinus, a small solitary nocturnal primate
    • doi:10.1007/s00265-004-0826-1)
    • Eberle, M. & Kappeler, P. M. 2004 Sex in the dark: determinants and consequences of mixed male mating tactics in Microcebus murinus, a small solitary nocturnal primate. Behav. Ecol. Sociobiol. 57, 77-90. (doi:10.1007/s00265004-0826-1)
    • (2004) Behav. Ecol. Sociobiol , vol.57 , pp. 77-90
    • Eberle, M.1    Kappeler, P.M.2
  • 65
    • 0034893565 scopus 로고    scopus 로고
    • Female dominance in captive gray mouse lemurs (Microcebus murinus)
    • doi:10.1002/ajp.1029)
    • Radespiel, U. & Zimmermann, E. 2001 Female dominance in captive gray mouse lemurs (Microcebus murinus). Am. J. Primatol. 54, 181-192. (doi:10.1002/ajp.1029)
    • (2001) Am. J. Primatol , vol.54 , pp. 181-192
    • Radespiel, U.1    Zimmermann, E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.