메뉴 건너뛰기




Volumn 147, Issue 1, 2008, Pages 131-140

Specification testing in discretized diffusion models: Theory and practice

Author keywords

Continuous time diffusion process; Kernel method; Nonparametric testing; Power function; Size function; Time series econometrics

Indexed keywords

CONTINUOUS TIME SYSTEMS; DIFFUSION; SEMICONDUCTOR DOPING; SPECIFICATIONS; TESTING; TIME SERIES ANALYSIS;

EID: 55349089886     PISSN: 03044076     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jeconom.2008.09.006     Document Type: Article
Times cited : (14)

References (25)
  • 1
    • 0242670422 scopus 로고    scopus 로고
    • Testing continuous-time models of the spot interest rate
    • Aït-Sahalia Y. Testing continuous-time models of the spot interest rate. Review of Financial Studies 9 (1996) 385-426
    • (1996) Review of Financial Studies , vol.9 , pp. 385-426
    • Aït-Sahalia, Y.1
  • 2
    • 0030369366 scopus 로고    scopus 로고
    • Nonparametric pricing of interest rate derivative securities
    • Aït-Sahalia Y. Nonparametric pricing of interest rate derivative securities. Econometrica 64 (1996) 527-560
    • (1996) Econometrica , vol.64 , pp. 527-560
    • Aït-Sahalia, Y.1
  • 3
    • 0040843309 scopus 로고    scopus 로고
    • Transition densities for interest rate and other nonlinear diffusions
    • Aït-Sahalia Y. Transition densities for interest rate and other nonlinear diffusions. Journal of Finance LIV (1999) 1361-1395
    • (1999) Journal of Finance , vol.LIV , pp. 1361-1395
    • Aït-Sahalia, Y.1
  • 4
    • 33646182728 scopus 로고    scopus 로고
    • Empirical comparisons in short-term interest rate models using nonparametric methods
    • Arapis M., and Gao J. Empirical comparisons in short-term interest rate models using nonparametric methods. Journal of Financial Econometrics 4 (2006) 310-345
    • (2006) Journal of Financial Econometrics , vol.4 , pp. 310-345
    • Arapis, M.1    Gao, J.2
  • 5
    • 0037273358 scopus 로고    scopus 로고
    • Fully nonparametric estimation of scalar diffusion models
    • Bandi F., and Phillips P.C.B. Fully nonparametric estimation of scalar diffusion models. Econometrica 71 (2003) 241-283
    • (2003) Econometrica , vol.71 , pp. 241-283
    • Bandi, F.1    Phillips, P.C.B.2
  • 6
    • 34848910728 scopus 로고    scopus 로고
    • An adaptive empirical likelihood test for parametric time series models
    • Chen S.X., and Gao J. An adaptive empirical likelihood test for parametric time series models. Journal of Econometrics 141 (2007) 950-972
    • (2007) Journal of Econometrics , vol.141 , pp. 950-972
    • Chen, S.X.1    Gao, J.2
  • 7
    • 50649122127 scopus 로고    scopus 로고
    • A test for model specification of diffusion processes
    • Chen S.X., Gao J., and Tang C. A test for model specification of diffusion processes. Annals of Statistics 36 (2008) 167-198
    • (2008) Annals of Statistics , vol.36 , pp. 167-198
    • Chen, S.X.1    Gao, J.2    Tang, C.3
  • 8
    • 9544252970 scopus 로고    scopus 로고
    • Bootstrap specification tests for diffusion processes
    • Corradi V., and Swanson N. Bootstrap specification tests for diffusion processes. Journal of Econometrics 124 (2005) 117-148
    • (2005) Journal of Econometrics , vol.124 , pp. 117-148
    • Corradi, V.1    Swanson, N.2
  • 9
    • 0039181704 scopus 로고    scopus 로고
    • Specification tests for the variance of a diffusion process
    • Corradi V., and White H. Specification tests for the variance of a diffusion process. Journal of Time Series Analysis 20 (1999) 253-270
    • (1999) Journal of Time Series Analysis , vol.20 , pp. 253-270
    • Corradi, V.1    White, H.2
  • 10
    • 0037361697 scopus 로고    scopus 로고
    • A re-examination of Stanton's diffusion estimators with applications to financial model validation
    • Fan J., and Zhang C.M. A re-examination of Stanton's diffusion estimators with applications to financial model validation. Journal of the American Statistical Association 461 (2003) 118-134
    • (2003) Journal of the American Statistical Association , vol.461 , pp. 118-134
    • Fan, J.1    Zhang, C.M.2
  • 11
    • 0030353969 scopus 로고    scopus 로고
    • Consistent model specification tests: Omitted variables and semiparametric functional forms
    • Fan Y., and Li Q. Consistent model specification tests: Omitted variables and semiparametric functional forms. Econometrica 64 (1996) 865-890
    • (1996) Econometrica , vol.64 , pp. 865-890
    • Fan, Y.1    Li, Q.2
  • 12
    • 0034363394 scopus 로고    scopus 로고
    • Consistent model specification tests: Kernel-based tests versus Bierens' ICM tests
    • Fan Y., and Li Q. Consistent model specification tests: Kernel-based tests versus Bierens' ICM tests. Econometric Theory 16 (2000) 1016-1041
    • (2000) Econometric Theory , vol.16 , pp. 1016-1041
    • Fan, Y.1    Li, Q.2
  • 13
    • 0037209655 scopus 로고    scopus 로고
    • Some higher-theory for a consistent nonparametric model specification test
    • Fan Y., and Linton O. Some higher-theory for a consistent nonparametric model specification test. Journal of Statistical Planning and Inference 109 (2003) 125-154
    • (2003) Journal of Statistical Planning and Inference , vol.109 , pp. 125-154
    • Fan, Y.1    Linton, O.2
  • 15
    • 7244243713 scopus 로고    scopus 로고
    • Adaptive testing in continuous-time diffusion models
    • Gao J., and King M.L. Adaptive testing in continuous-time diffusion models. Econometric Theory 20 (2004) 844-882
    • (2004) Econometric Theory , vol.20 , pp. 844-882
    • Gao, J.1    King, M.L.2
  • 17
    • 12344258986 scopus 로고    scopus 로고
    • Nonparametric specification testing for continuous-time models with application to spot interest rates
    • Hong Y., and Li H. Nonparametric specification testing for continuous-time models with application to spot interest rates. Review of Financial Studies 18 (2005) 37-84
    • (2005) Review of Financial Studies , vol.18 , pp. 37-84
    • Hong, Y.1    Li, H.2
  • 18
    • 0034991055 scopus 로고    scopus 로고
    • An adaptive rate-optimal test of a parametric mean-regression model against a nonparametric alternative
    • Horowitz J., and Spokoiny V. An adaptive rate-optimal test of a parametric mean-regression model against a nonparametric alternative. Econometrica 69 (2001) 599-631
    • (2001) Econometrica , vol.69 , pp. 599-631
    • Horowitz, J.1    Spokoiny, V.2
  • 19
    • 55349127470 scopus 로고    scopus 로고
    • Kristensen, D., 2004. Estimation in two classes of semiparametric diffusion models. Working paper available from Department of Economics, The University of Wisconsin-Madison
    • Kristensen, D., 2004. Estimation in two classes of semiparametric diffusion models. Working paper available from Department of Economics, The University of Wisconsin-Madison
  • 20
    • 33947411252 scopus 로고    scopus 로고
    • Testing the parametric specification of the diffusion function in a diffusion process
    • Li F. Testing the parametric specification of the diffusion function in a diffusion process. Econometric Theory 23 (2007) 221-250
    • (2007) Econometric Theory , vol.23 , pp. 221-250
    • Li, F.1
  • 21
    • 0000637496 scopus 로고    scopus 로고
    • Consistent model specification tests for time series econometric models
    • Li Q. Consistent model specification tests for time series econometric models. Journal of Econometrics 92 (1999) 101-147
    • (1999) Journal of Econometrics , vol.92 , pp. 101-147
    • Li, Q.1
  • 22
    • 0346937817 scopus 로고    scopus 로고
    • A simple consistent bootstrap tests for a parametric regression functional form
    • Li Q., and Wang S. A simple consistent bootstrap tests for a parametric regression functional form. Journal of Econometrics 87 (1998) 145-165
    • (1998) Journal of Econometrics , vol.87 , pp. 145-165
    • Li, Q.1    Wang, S.2
  • 23
    • 0142138096 scopus 로고    scopus 로고
    • Bias reduction in nonparametric diffusion coefficient estimation
    • Nicolau J. Bias reduction in nonparametric diffusion coefficient estimation. Econometric Theory 19 (2003) 754-777
    • (2003) Econometric Theory , vol.19 , pp. 754-777
    • Nicolau, J.1
  • 25
    • 0000617856 scopus 로고    scopus 로고
    • A consistent test of functional form via nonparametric estimation techniques
    • Zheng J.X. A consistent test of functional form via nonparametric estimation techniques. Journal of Econometrics 75 (1996) 263-289
    • (1996) Journal of Econometrics , vol.75 , pp. 263-289
    • Zheng, J.X.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.