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Volumn 8, Issue 3, 2014, Pages 1561-1582

Time-warped growth processes, With applications to the modeling of boom-bust cycles in house prices

Author keywords

Empirical dynamics; Functional data analysis; Linear differential equation; Warping

Indexed keywords


EID: 84908308461     PISSN: 19326157     EISSN: 19417330     Source Type: Journal    
DOI: 10.1214/14-AOAS740     Document Type: Article
Times cited : (5)

References (39)
  • 2
    • 84900013243 scopus 로고
    • Does the stock market overreact
    • BONDT, W. F. and THALER, R. (1985). Does the stock market overreact? J. Finance 40 793-805.
    • (1985) J. Finance , vol.40 , pp. 793-805
    • Bondt, W.F.1    Thaler, R.2
  • 5
    • 0024569535 scopus 로고
    • The efficiency of the market for single-family homes
    • CASE, K. E. and SHILLER, R. J. (1989). The efficiency of the market for single-family homes. Am. Econ. Rev. 79 125-137.
    • (1989) Am. Econ. Rev , vol.79 , pp. 125-137
    • Case, K.E.1    Shiller, R.J.2
  • 6
    • 1642329353 scopus 로고    scopus 로고
    • Is there a bubble in the housing market? Brookings Pap
    • CASE, K. E. and SHILLER, R. J. (2003). Is there a bubble in the housing market? Brookings Pap. Econ. Act. 2003 299-362.
    • (2003) Econ. Act , vol.2003 , pp. 299-362
    • Case, K.E.1    Shiller, R.J.2
  • 7
    • 0022806525 scopus 로고
    • Principal modes of variation for processes with continuous sample curves
    • CASTRO, P. E., LAWTON, W. H. and SYLVESTRE, E. A. (1986). Principal modes of variation for processes with continuous sample curves. Technometrics 28 329-337.
    • (1986) Technometrics , vol.28 , pp. 329-337
    • Castro, P.E.1    Lawton, W.H.2    Sylvestre, E.A.3
  • 8
    • 84871999883 scopus 로고    scopus 로고
    • Modeling repeated functional observations
    • MR3036419
    • CHEN, K. and MÜLLER, H.-G. (2012). Modeling repeated functional observations. J. Amer. Statist. Assoc. 107 1599-1609. MR3036419
    • (2012) J. Amer. Statist. Assoc , vol.107 , pp. 1599-1609
    • Chen, K.1    MÜller, H.-G.2
  • 10
    • 0000957849 scopus 로고
    • Asymptotic theory for the principal component analysis of a vector random function: Some applications to statistical inference
    • MR0650934
    • DAUXOIS, J., POUSSE, A. and ROMAIN, Y. (1982). Asymptotic theory for the principal component analysis of a vector random function: Some applications to statistical inference. J. Multivariate Anal. 12 136-154. MR0650934
    • (1982) J. Multivariate Anal , vol.12 , pp. 136-154
    • Dauxois, J.1    Pousse, A.2    Romain, Y.3
  • 12
    • 27944498298 scopus 로고    scopus 로고
    • Nonparametric maximum likelihood estimation of the structural mean of a sample of curves
    • MR2234187
    • GERVINI, D. and GASSER, T. (2005). Nonparametric maximum likelihood estimation of the structural mean of a sample of curves. Biometrika 92 801-820. MR2234187
    • (2005) Biometrika , vol.92 , pp. 801-820
    • Gervini, D.1    Gasser, T.2
  • 13
    • 33645039219 scopus 로고    scopus 로고
    • On properties of functional principal components analysis
    • MR2212577
    • HALL, P. and HOSSEINI-NASAB, M. (2006). On properties of functional principal components analysis. J. R. Stat. Soc. Ser. B Stat. Methodol. 68 109-126. MR2212577
    • (2006) J. R. Stat. Soc. Ser. B Stat. Methodol , vol.68 , pp. 109-126
    • Hall, P.1    Hosseini-Nasab, M.2
  • 14
    • 49949089272 scopus 로고    scopus 로고
    • Curve alignment by moments
    • MR2415744
    • JAMES, G. M. (2007). Curve alignment by moments. Ann. Appl. Stat. 1 480-501. MR2415744
    • (2007) Ann. Appl. Stat , vol.1 , pp. 480-501
    • James, G.M.1
  • 15
    • 84887505391 scopus 로고
    • Displaying the important features of large collections of similar curves
    • JONES, M. C. and RICE, J. A. (1992). Displaying the important features of large collections of similar curves. Amer. Statist. 46 140-145.
    • (1992) Amer. Statist , vol.46 , pp. 140-145
    • Jones, M.C.1    Rice, J.A.2
  • 16
    • 0001881719 scopus 로고
    • Convergence and consistency results for self-modeling nonlinear regression
    • MR0924858
    • KNEIP, A. and GASSER, T. (1988). Convergence and consistency results for self-modeling nonlinear regression. Ann. Statist. 16 82-112. MR0924858
    • (1988) Ann. Statist , vol.16 , pp. 82-112
    • Kneip, A.1    Gasser, T.2
  • 17
    • 21144472058 scopus 로고
    • Statistical tools to analyze data representing a sample of curves
    • MR1186250
    • KNEIP, A. and GASSER, T. (1992). Statistical tools to analyze data representing a sample of curves. Ann. Statist. 20 1266-1305. MR1186250
    • (1992) Ann. Statist , vol.20 , pp. 1266-1305
    • Kneip, A.1    Gasser, T.2
  • 18
    • 54949101671 scopus 로고    scopus 로고
    • Combining registration and fitting for functional models
    • MR2528838
    • KNEIP, A. and RAMSAY, J. O. (2008). Combining registration and fitting for functional models. J. Amer. Statist. Assoc. 103 1155-1165. MR2528838
    • (2008) J. Amer. Statist. Assoc , vol.103 , pp. 1155-1165
    • Kneip, A.1    Ramsay, J.O.2
  • 19
    • 78650108606 scopus 로고    scopus 로고
    • Uniform convergence rates for nonparametric regression and principal component analysis in functional/longitudinal data
    • MR2766854
    • LI, Y. and HSING, T. (2010). Uniform convergence rates for nonparametric regression and principal component analysis in functional/longitudinal data. Ann. Statist. 38 3321-3351. MR2766854
    • (2010) Ann. Statist , vol.38 , pp. 3321-3351
    • Li, Y.1    Hsing, T.2
  • 20
    • 4944222926 scopus 로고    scopus 로고
    • Functional convex averaging and synchronization for time-warped random curves
    • MR2090903
    • LIU, X. and MÜLLER, H.-G. (2004). Functional convex averaging and synchronization for time-warped random curves. J. Amer. Statist. Assoc. 99 687-699. MR2090903
    • (2004) J. Amer. Statist. Assoc , vol.99 , pp. 687-699
    • Liu, X.1    MÜller, H.-G.2
  • 21
    • 58549098884 scopus 로고    scopus 로고
    • Simultaneous curve registration and clustering for functional data. Comput. Statist
    • MR2657097
    • LIU, X. and YANG, M. C. K. (2009). Simultaneous curve registration and clustering for functional data. Comput. Statist. Data Anal. 53 1361-1376. MR2657097
    • (2009) Data Anal , vol.53 , pp. 1361-1376
    • Liu, X.1    Yang, M.C.K.2
  • 22
    • 72449195207 scopus 로고    scopus 로고
    • A geometric approach to maximum likelihood estimation of the functional principal components from sparse longitudinal data
    • MR2598035
    • PENG, J. and PAUL, D. (2009). A geometric approach to maximum likelihood estimation of the functional principal components from sparse longitudinal data. J. Comput. Graph. Statist. 18 995-1015. MR2598035
    • (2009) J. Comput. Graph. Statist , vol.18 , pp. 995-1015
    • Peng, J.1    Paul, D.2
  • 24
    • 0346724434 scopus 로고    scopus 로고
    • Functional data analysis of the dynamics of the monthly index of nondurable goods production
    • MR1889966
    • RAMSAY, J. O. and RAMSEY, J. B. (2002). Functional data analysis of the dynamics of the monthly index of nondurable goods production. J. Econometrics 107 327-344. MR1889966
    • (2002) J. Econometrics , vol.107 , pp. 327-344
    • Ramsay, J.O.1    Ramsey, J.B.2
  • 26
    • 0001597980 scopus 로고
    • Estimating the mean and covariance structure nonpara-metrically when the data are curves
    • MR1094283
    • RICE, J. A. and SILVERMAN, B. W. (1991). Estimating the mean and covariance structure nonpara-metrically when the data are curves. J. Roy. Statist. Soc. Ser. B 53 233-243. MR1094283
    • (1991) J. Roy. Statist. Soc. Ser. B , vol.53 , pp. 233-243
    • Rice, J.A.1    Silverman, B.W.2
  • 27
    • 0017930815 scopus 로고
    • Dynamic programming algorithm optimization for spoken word recognition
    • SAKOE, H. and CHIBA, S. (1978). Dynamic programming algorithm optimization for spoken word recognition. IEEE Trans. Acoust. Speech Signal Process. 26 43-49.
    • (1978) IEEE Trans. Acoust. Speech Signal Process , vol.26 , pp. 43-49
    • Sakoe, H.1    Chiba, S.2
  • 33
    • 57249114751 scopus 로고    scopus 로고
    • Pairwise curve synchronization for functional data
    • MR2461217
    • TANG, R. and MÜLLER, H.-G. (2008). Pairwise curve synchronization for functional data. Biometrika 95 875-889. MR2461217
    • (2008) Biometrika , vol.95 , pp. 875-889
    • Tang, R.1    MÜller, H.-G.2
  • 34
    • 57749101466 scopus 로고    scopus 로고
    • Time-synchronized clustering of gene expression trajectories
    • TANG, R. and MÜLLER, H.-G. (2009). Time-synchronized clustering of gene expression trajectories. Biostatistics 10 32-45.
    • (2009) Biostatistics , vol.10 , pp. 32-45
    • Tang, R.1    MÜller, H.-G.2
  • 35
    • 42349102094 scopus 로고    scopus 로고
    • Bayesian hierarchical curve registration
    • MR2420237
    • TELESCA, D. and INOUE, L. Y. T. (2008). Bayesian hierarchical curve registration. J. Amer. Statist. Assoc. 103 328-339. MR2420237
    • (2008) J. Amer. Statist. Assoc , vol.103 , pp. 328-339
    • Telesca, D.1    Inoue, L.Y.T.2
  • 36
    • 84908277971 scopus 로고    scopus 로고
    • Synchronizing sample curves nonparametrically
    • MR1714722
    • WANG, K. and GASSER, T. (1999). Synchronizing sample curves nonparametrically. Ann. Statist. 27439-460. MR1714722
    • (1999) Ann. Statist , pp. 27439-27460
    • Wang, K.1    Gasser, T.2
  • 37
    • 84655175112 scopus 로고    scopus 로고
    • Diagnosis and prediction of rebounds in financial markets
    • YAN, W., WOODARD, R. and SORNETTE, D. (2012). Diagnosis and prediction of rebounds in financial markets. Phys. A, Stat. Mech. Appl. 391 1361-1380.
    • (2012) Phys. A, Stat. Mech. Appl , vol.391 , pp. 1361-1380
    • Yan, W.1    Woodard, R.2    Sornette, D.3
  • 38
    • 84902572974 scopus 로고    scopus 로고
    • Inferring fundamental value and crash nonlinearity from bubble calibration
    • YAN, W., WOODARD, R. and SORNETTE, D. (2014). Inferring fundamental value and crash nonlinearity from bubble calibration. Quant. Finance 14 1273-1282.
    • (2014) Quant. Finance , vol.14 , pp. 1273-1282
    • Yan, W.1    Woodard, R.2    Sornette, D.3
  • 39
    • 19744375466 scopus 로고    scopus 로고
    • Functional data analysis for sparse longitudinal data
    • MR2160561
    • YAO, F., MÜLLER, H.-G. and WANG, J.-L. (2005). Functional data analysis for sparse longitudinal data. J. Amer. Statist. Assoc. 100 577-590. MR2160561
    • (2005) J. Amer. Statist. Assoc , vol.100 , pp. 577-590
    • Yao, F.1    MÜller, H.-G.2    Wang, J.-L.3


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