메뉴 건너뛰기




Volumn 16, Issue 1, 2013, Pages 63-80

Exact and approximate EM estimation of mutually exciting hawkes processes

Author keywords

Estimation; Expectation maximization; Self exciting point processes

Indexed keywords


EID: 84874935211     PISSN: 13870874     EISSN: 15729311     Source Type: Journal    
DOI: 10.1007/s11203-013-9074-1     Document Type: Article
Times cited : (14)

References (24)
  • 2
    • 57349194232 scopus 로고    scopus 로고
    • Robust dynamic classes revealed by measuring the response function of a social system
    • Crane R, Sornette D (2008) Robust dynamic classes revealed by measuring the response function of a social system. Proc Natl Acad Sci 105(41): 15649-15653.
    • (2008) Proc Natl Acad Sci , vol.105 , Issue.41 , pp. 15649-15653
    • Crane, R.1    Sornette, D.2
  • 3
    • 27244433697 scopus 로고    scopus 로고
    • Dynamics of book sales: endogenous versus exogenous shocks in complex networks
    • Deschatres F, Sornette D (2005) Dynamics of book sales: endogenous versus exogenous shocks in complex networks. Phys Rev E 72(1): 16112.
    • (2005) Phys Rev E , vol.72 , Issue.1 , pp. 16112
    • Deschatres, F.1    Sornette, D.2
  • 4
    • 80055067991 scopus 로고    scopus 로고
    • Statistical and stochastic modeling of gang rivalries in Los Angeles
    • Egedsdal M, Fathauer C, Louie K, Neuman J (2010) Statistical and stochastic modeling of gang rivalries in Los Angeles. SIAM Undergrad Res Online 3(3): 72-94.
    • (2010) SIAM Undergrad Res Online , vol.3 , Issue.3 , pp. 72-94
    • Egedsdal, M.1    Fathauer, C.2    Louie, K.3    Neuman, J.4
  • 6
    • 0002920214 scopus 로고
    • Spectra of some self-exciting and mutually exciting point processes
    • Hawkes AG (1971a) Spectra of some self-exciting and mutually exciting point processes. Biometrika 58(1): 83.
    • (1971) Biometrika , vol.58 , Issue.1 , pp. 83
    • Hawkes, A.G.1
  • 7
    • 0002920214 scopus 로고
    • Spectra of some self-exciting and mutually exciting point processes
    • Hawkes AG (1971b) Spectra of some self-exciting and mutually exciting point processes. Biometrika 58(1): 83.
    • (1971) Biometrika , vol.58 , Issue.1 , pp. 83
    • Hawkes, A.G.1
  • 8
    • 0001446567 scopus 로고
    • A cluster process representation of a self-exciting process
    • Hawkes AG, Oakes D (1974) A cluster process representation of a self-exciting process. J Appl Probab 11(3): 493-503.
    • (1974) J Appl Probab , vol.11 , Issue.3 , pp. 493-503
    • Hawkes, A.G.1    Oakes, D.2
  • 9
    • 77952878598 scopus 로고    scopus 로고
    • Multiplicative latent factor models for description and prediction of social networks
    • Hoff PD (2008) Multiplicative latent factor models for description and prediction of social networks. Comput Math Organ Theory 15(4): 261-272.
    • (2008) Comput Math Organ Theory , vol.15 , Issue.4 , pp. 261-272
    • Hoff, P.D.1
  • 10
    • 0036967824 scopus 로고    scopus 로고
    • Latent space approaches to social network analysis
    • Hoff PD, Raftery AE (2002) Latent space approaches to social network analysis. J Am Stat Assoc 97(460): 1090-1098.
    • (2002) J Am Stat Assoc , vol.97 , Issue.460 , pp. 1090-1098
    • Hoff, P.D.1    Raftery, A.E.2
  • 11
    • 0033874733 scopus 로고    scopus 로고
    • Download relaxation dynamics on the WWW following newspaper publication of URL
    • Johansen A, Sornette D (2000) Download relaxation dynamics on the WWW following newspaper publication of URL. Phys A: Stat Mech Appl 276(1-2): 338-345.
    • (2000) Phys A: Stat Mech Appl , vol.276 , Issue.1-2 , pp. 338-345
    • Johansen, A.1    Sornette, D.2
  • 13
    • 45349094498 scopus 로고    scopus 로고
    • Fitting latent position cluster models for social networks with latentnet
    • Krivitsky PN, Handcock MS (2008) Fitting latent position cluster models for social networks with latentnet. J Stat Softw 24(5): 1-23.
    • (2008) J Stat Softw , vol.24 , Issue.5 , pp. 1-23
    • Krivitsky, P.N.1    Handcock, M.S.2
  • 14
    • 33846297715 scopus 로고    scopus 로고
    • Measuring the resiliency of an electronic limit order book
    • Large J (2007) Measuring the resiliency of an electronic limit order book. J Financial Mark 10(1): 1-25.
    • (2007) J Financial Mark , vol.10 , Issue.1 , pp. 1-25
    • Large, J.1
  • 15
    • 27144475437 scopus 로고    scopus 로고
    • Perfect simulation of Hawkes processes
    • Møller J, Rasmussen J (2005) Perfect simulation of Hawkes processes. Adv Appl Probab 37(3): 629-646.
    • (2005) Adv Appl Probab , vol.37 , Issue.3 , pp. 629-646
    • Møller, J.1    Rasmussen, J.2
  • 16
    • 0019396823 scopus 로고
    • On Lewis' simulation method for point processes
    • Ogata Y (1981) On Lewis' simulation method for point processes. IEEE Trans Inf Theory 27(1): 23-31.
    • (1981) IEEE Trans Inf Theory , vol.27 , Issue.1 , pp. 23-31
    • Ogata, Y.1
  • 17
    • 0012346731 scopus 로고
    • Statistical models for earthquake occurrences and residual analysis for point processes
    • Ogata Y (1988) Statistical models for earthquake occurrences and residual analysis for point processes. J Am Stat Assoc 83(401): 9-27.
    • (1988) J Am Stat Assoc , vol.83 , Issue.401 , pp. 9-27
    • Ogata, Y.1
  • 18
    • 0001663614 scopus 로고    scopus 로고
    • Space-time point-process models for earthquake occurrences
    • Ogata Y (1998) Space-time point-process models for earthquake occurrences. Ann Inst Stat Math 50(2): 379-402.
    • (1998) Ann Inst Stat Math , vol.50 , Issue.2 , pp. 379-402
    • Ogata, Y.1
  • 19
    • 51249182322 scopus 로고
    • Maximum likelihood estimation of Hawkes' self-exciting point processes
    • Ozaki T (1979) Maximum likelihood estimation of Hawkes' self-exciting point processes. Ann Inst Stat Math 31(1): 145-155.
    • (1979) Ann Inst Stat Math , vol.31 , Issue.1 , pp. 145-155
    • Ozaki, T.1
  • 20
    • 36849035459 scopus 로고    scopus 로고
    • Dynamic social network analysis using latent space models
    • Sarkar P, Moore A (2005) Dynamic social network analysis using latent space models. ACM SIGKDD Explor Newsl 7(2): 40.
    • (2005) ACM SIGKDD Explor Newsl , vol.7 , Issue.2 , pp. 40
    • Sarkar, P.1    Moore, A.2
  • 21
    • 0000413317 scopus 로고    scopus 로고
    • Stochastic actor-oriented models for network change
    • Snijders TAB (1996) Stochastic actor-oriented models for network change. J Math Sociol 21: 149-172.
    • (1996) J Math Sociol , vol.21 , pp. 149-172
    • Snijders, T.A.B.1
  • 22
    • 0031495186 scopus 로고    scopus 로고
    • Estimation and prediction for stochastic blockmodels for graphs with latent block structure
    • Snijders TAB, Nowicki K (1997) Estimation and prediction for stochastic blockmodels for graphs with latent block structure. J Classif 14(1): 75-100.
    • (1997) J Classif , vol.14 , Issue.1 , pp. 75-100
    • Snijders, T.A.B.1    Nowicki, K.2
  • 23
    • 84874942430 scopus 로고    scopus 로고
    • Estimation of space-time branching process models in seismology using an EM-Type algorithm
    • Veen A, Schoenberg FP (2006) Estimation of space-time branching process models in seismology using an EM-Type algorithm. J Am Stat Assoc.
    • (2006) J Am Stat Assoc
    • Veen, A.1    Schoenberg, F.P.2
  • 24
    • 0035998813 scopus 로고    scopus 로고
    • Declustering of space-time earthquake occurrences
    • Zhuang J, Ogata Y, Vere-Jones D (2002) Declustering of space-time earthquake occurrences. J Am Stat Assoc 97(458): 369-380.
    • (2002) J Am Stat Assoc , vol.97 , Issue.458 , pp. 369-380
    • Zhuang, J.1    Ogata, Y.2    Vere-Jones, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.