메뉴 건너뛰기




Volumn 118, Issue 1-2, 2004, Pages 189-218

Bootstrapping nonparametric estimators of the volatility function

Author keywords

ARCH process; Bootstrap; Confidence band; Nonparametric estimates; Volatility

Indexed keywords

DISCRETE TIME CONTROL SYSTEMS; ESTIMATION; FINANCE; FUNCTIONS; MATHEMATICAL MODELS; POLYNOMIALS; REGRESSION ANALYSIS; TIME SERIES ANALYSIS;

EID: 0347985229     PISSN: 03044076     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0304-4076(03)00140-4     Document Type: Article
Times cited : (15)

References (26)
  • 3
    • 0001889096 scopus 로고    scopus 로고
    • Nonparametric statistics for stochastic processes
    • Heidelberg: Springer
    • Bosq D. Nonparametric statistics for stochastic processes. Lecture Notes in Statistics. Vol. 110:1996;Springer, Heidelberg.
    • (1996) Lecture Notes in Statistics , vol.110
    • Bosq, D.1
  • 4
    • 0042864143 scopus 로고    scopus 로고
    • A new method for volatility estimation with applications to foreign exchange rate series
    • G. Bol, G. Nakhaeizadeh, & K.H. Vollmer. Heidelberg: Physica-Verlag
    • Bossaerts P., Hafner Ch., Härdle W. A new method for volatility estimation with applications to foreign exchange rate series. Bol G., Nakhaeizadeh G., Vollmer K.H. Finanzmarktanalyse und -prognose mit innovativen quantitativen Verfahren. 1996;71-83 Physica-Verlag, Heidelberg.
    • (1996) Finanzmarktanalyse und -Prognose Mit Innovativen Quantitativen Verfahren , pp. 71-83
    • Bossaerts, P.1    Hafner, Ch.2    Härdle, W.3
  • 6
    • 0003155075 scopus 로고
    • Mixing: Properties and examples
    • Heidelberg: Springer
    • Doukhan P. Mixing: properties and examples. Lecture Notes in Statistics. Vol. 85:1994;Springer, Heidelberg.
    • (1994) Lecture Notes in Statistics , vol.85
    • Doukhan, P.1
  • 8
    • 0000051984 scopus 로고
    • Autoregressive conditional heteroscedasticity with estimates of the variance of U.K. inflation
    • Engle R.F. Autoregressive conditional heteroscedasticity with estimates of the variance of U.K. inflation. Econometrica. 50:1982;987-1008.
    • (1982) Econometrica , vol.50 , pp. 987-1008
    • Engle, R.F.1
  • 10
    • 0000871211 scopus 로고    scopus 로고
    • Efficient estimation of conditional variance functions in stochastic regression
    • Fan J., Yao Q. Efficient estimation of conditional variance functions in stochastic regression. Biometrika. 85:1998;645-660.
    • (1998) Biometrika , vol.85 , pp. 645-660
    • Fan, J.1    Yao, Q.2
  • 12
    • 0346937321 scopus 로고    scopus 로고
    • Bootstrapping nonparametric estimates of the volatility function
    • University of Kaiserslautern
    • Franke, J., Neumann, M.H., Stockis, J.P., 2001b. Bootstrapping nonparametric estimates of the volatility function. Report in Wirtschaftsmathematik 77, University of Kaiserslautern.
    • (2001) Report in Wirtschaftsmathematik , vol.77
    • Franke, J.1    Neumann, M.H.2    Stockis, J.P.3
  • 13
    • 0041900030 scopus 로고    scopus 로고
    • Bootstrap of kernel smoothing in nonlinear time series
    • Franke J., Kreiss J.-P., Mammen E. Bootstrap of kernel smoothing in nonlinear time series. Bernoulli. 8:2002;1-37.
    • (2002) Bernoulli , vol.8 , pp. 1-37
    • Franke, J.1    Kreiss, J.-P.2    Mammen, E.3
  • 15
    • 84993601065 scopus 로고
    • Relationship between the expected value and the volatility of the nominal excess return on stocks
    • Glosten L., Jagannathan R., Runkle D. Relationship between the expected value and the volatility of the nominal excess return on stocks. Journal of Finance. 48:1993;1779-1801.
    • (1993) Journal of Finance , vol.48 , pp. 1779-1801
    • Glosten, L.1    Jagannathan, R.2    Runkle, D.3
  • 18
    • 0000961658 scopus 로고    scopus 로고
    • Local polynomial estimation of the volatility function
    • Härdle W., Tsybakov A.B. Local polynomial estimation of the volatility function. Journal of Econometrics. 81:1996;223-242.
    • (1996) Journal of Econometrics , vol.81 , pp. 223-242
    • Härdle, W.1    Tsybakov, A.B.2
  • 19
    • 84947403595 scopus 로고
    • Probability inequalities for sums of bounded random variables
    • Hoeffding W. Probability inequalities for sums of bounded random variables. Journal of American Statistical Association. 58:1963;13-32.
    • (1963) Journal of American Statistical Association , vol.58 , pp. 13-32
    • Hoeffding, W.1
  • 20
    • 21344443427 scopus 로고    scopus 로고
    • On a double-threshold autoregressive heteroscedastic time series model
    • Li C.W., Li W.K. On a double-threshold autoregressive heteroscedastic time series model. Journal of Applied Econometrics. 11:1996;253-274.
    • (1996) Journal of Applied Econometrics , vol.11 , pp. 253-274
    • Li, C.W.1    Li, W.K.2
  • 21
    • 0001202058 scopus 로고    scopus 로고
    • Multivariate local polynomial regression for time series: Uniform strong consistency and rates
    • Masry E. Multivariate local polynomial regression for time series. uniform strong consistency and rates Journal of Time Series Analysis. 17:1997;571-599.
    • (1997) Journal of Time Series Analysis , vol.17 , pp. 571-599
    • Masry, E.1
  • 22
    • 0032356060 scopus 로고    scopus 로고
    • Regression-type inference in nonparametric autoregression
    • Neumann M.H., Kreiss J.-P. Regression-type inference in nonparametric autoregression. Annals of Statistics. 26:1998;1570-1613.
    • (1998) Annals of Statistics , vol.26 , pp. 1570-1613
    • Neumann, M.H.1    Kreiss, J.-P.2
  • 23
    • 84986849734 scopus 로고
    • Nonparametric estimation for time series models
    • Robinson P.M. Nonparametric estimation for time series models. Journal of Time Series Analysis. 1:1983;185-208.
    • (1983) Journal of Time Series Analysis , vol.1 , pp. 185-208
    • Robinson, P.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.