메뉴 건너뛰기




Volumn 49, Issue 2, 2005, Pages 361-376

Bootstrapping heteroskedastic regression models: Wild bootstrap vs. pairs bootstrap

Author keywords

Heteroskedasticity robust test; Monte Carlo simulations; Pairs bootstrap; Wild bootstrap

Indexed keywords

APPROXIMATION THEORY; COMPUTER SIMULATION; MATHEMATICAL MODELS; MATRIX ALGEBRA; MONTE CARLO METHODS; PROBLEM SOLVING;

EID: 17644388493     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csda.2004.05.018     Document Type: Article
Times cited : (137)

References (23)
  • 1
    • 0001673027 scopus 로고
    • Discussion of "jackknife bootstrap and other resampling methods in regression analysis" by C.F.J. Wu
    • R. Beran Discussion of "Jackknife bootstrap and other resampling methods in regression analysis" by C.F.J. Wu Ann. Statist. 14 1986 1295 1298
    • (1986) Ann. Statist. , vol.14 , pp. 1295-1298
    • Beran, R.1
  • 2
    • 84929837036 scopus 로고
    • Prepivoting test statistics: A bootstrap view of asymptotic refinements
    • R. Beran Prepivoting test statistics a bootstrap view of asymptotic refinements J. Amer. Statist. Assoc. 83 403 1988 687 697
    • (1988) J. Amer. Statist. Assoc. , vol.83 , Issue.403 , pp. 687-697
    • Beran, R.1
  • 3
    • 0012220326 scopus 로고    scopus 로고
    • The bootstrap and multiple imputations: Harnessing increased computing power for improved statistical tests
    • D. Brownstone, and R. Valletta The bootstrap and multiple imputations harnessing increased computing power for improved statistical tests J. Econom. Perspectives 15 2001 129 142
    • (2001) J. Econom. Perspectives , vol.15 , pp. 129-142
    • Brownstone, D.1    Valletta, R.2
  • 4
    • 0000451048 scopus 로고
    • The bias of a heteroskedasticity consistent covariance matrix estimator
    • A. Chesher, and I. Jewitt The bias of a heteroskedasticity consistent covariance matrix estimator Econometrica 55 1987 1217 1222
    • (1987) Econometrica , vol.55 , pp. 1217-1222
    • Chesher, A.1    Jewitt, I.2
  • 5
    • 4344600574 scopus 로고    scopus 로고
    • The wild bootstrap, tamed at last
    • IER#1000, Queen's University
    • Davidson, R., Flachaire, E., 2001. The wild bootstrap, tamed at last. Working paper, IER # 1000, Queen's University.
    • (2001) Working Paper
    • Davidson, R.1    Flachaire, E.2
  • 6
    • 0013181516 scopus 로고
    • Heteroskedasticity-robust tests in regression directions
    • R. Davidson, and J.G. MacKinnon Heteroskedasticity-robust tests in regression directions Ann. de l'INSEE 59/60 1985 183 218
    • (1985) Ann. De l'Insee , vol.59-60 , pp. 183-218
    • Davidson, R.1    MacKinnon, J.G.2
  • 7
    • 0002203478 scopus 로고    scopus 로고
    • Graphical methods for investigating the size and power of hypothesis tests
    • R. Davidson, and J.G. MacKinnon Graphical methods for investigating the size and power of hypothesis tests The Manchester School 66 1 1998 1 26
    • (1998) The Manchester School , vol.66 , Issue.1 , pp. 1-26
    • Davidson, R.1    MacKinnon, J.G.2
  • 8
    • 0033440185 scopus 로고    scopus 로고
    • The size distortion of bootstrap tests
    • R. Davidson, and J.G. MacKinnon The size distortion of bootstrap tests Econometric Theory 15 1999 361 376
    • (1999) Econometric Theory , vol.15 , pp. 361-376
    • Davidson, R.1    MacKinnon, J.G.2
  • 10
    • 0000540433 scopus 로고
    • Limit theorems for regression with unequal and dependant errors
    • B. Eicker Limit theorems for regression with unequal and dependant errors Ann. Math. Statist. 34 1963 447 456
    • (1963) Ann. Math. Statist. , vol.34 , pp. 447-456
    • Eicker, B.1
  • 11
    • 0033459935 scopus 로고    scopus 로고
    • A better way to bootstrap pairs
    • E. Flachaire A better way to bootstrap pairs Econom. Lett. 64 1999 257 262
    • (1999) Econom. Lett. , vol.64 , pp. 257-262
    • Flachaire, E.1
  • 12
    • 0000130203 scopus 로고
    • Bootstrapping regression models
    • D.A. Freedman Bootstrapping regression models Ann. Statist. 9 1981 1218 1228
    • (1981) Ann. Statist. , vol.9 , pp. 1218-1228
    • Freedman, D.A.1
  • 13
    • 17644386448 scopus 로고    scopus 로고
    • Significance levels of heteroskedasticity-robust tests for specification and misspecification: Some results on the use of wild bootstraps
    • Paper presented at Lausanne
    • Godfrey, L.G., Orme, C.D., 2001. Significance levels of heteroskedasticity-robust tests for specification and misspecification: some results on the use of wild bootstraps. Paper presented at ESEM'2001, Lausanne.
    • (2001) ESEM'2001
    • Godfrey, L.G.1    Orme, C.D.2
  • 15
    • 0003296777 scopus 로고    scopus 로고
    • The bootstrap
    • J.J. Heckman E.E. Leamer Elsevier Science Amsterdam
    • J.L. Horowitz The bootstrap J.J. Heckman E.E. Leamer Handbook of Econometrics Vol. 5 2000 Elsevier Science Amsterdam
    • (2000) Handbook of Econometrics , vol.5
    • Horowitz, J.L.1
  • 16
    • 0000712557 scopus 로고
    • Bootstrap procedure under some non-i.i.d. models
    • R.Y. Liu Bootstrap procedure under some non-i.i.d. models Ann. Statist. 16 1988 1696 1708
    • (1988) Ann. Statist. , vol.16 , pp. 1696-1708
    • Liu, R.Y.1
  • 17
    • 0034365095 scopus 로고    scopus 로고
    • Heteroscedasticity consistent standard errors in the linear regression model
    • J.S. Long, and L.H. Ervin Heteroscedasticity consistent standard errors in the linear regression model Amer. Statist. 54 2000 217 224
    • (2000) Amer. Statist. , vol.54 , pp. 217-224
    • Long, J.S.1    Ervin, L.H.2
  • 18
    • 2142818151 scopus 로고    scopus 로고
    • Bootstrap inference in econometrics
    • J.G. MacKinnon Bootstrap inference in econometrics Canad. J. Econom. 35 2002 615 645
    • (2002) Canad. J. Econom. , vol.35 , pp. 615-645
    • MacKinnon, J.G.1
  • 19
    • 0002337732 scopus 로고
    • Some heteroskedasticity consistent covariance matrix estimators with improved finite sample properties
    • J.G. MacKinnon, and H.L. White Some heteroskedasticity consistent covariance matrix estimators with improved finite sample properties J. Econometrics 21 1985 53 70
    • (1985) J. Econometrics , vol.21 , pp. 53-70
    • MacKinnon, J.G.1    White, H.L.2
  • 20
    • 21144477186 scopus 로고
    • Bootstrap and wild bootstrap for high dimensional linear models
    • E. Mammen Bootstrap and wild bootstrap for high dimensional linear models Ann. Statist. 21 1993 255 285
    • (1993) Ann. Statist. , vol.21 , pp. 255-285
    • Mammen, E.1
  • 21
    • 0344111839 scopus 로고    scopus 로고
    • How to implement bootstrap hypothesis testing in static and dynamic regression model: Test statistic versus confidence interval approach
    • N.P.A. van Giersbergen, and J.F. Kiviet How to implement bootstrap hypothesis testing in static and dynamic regression model test statistic versus confidence interval approach J. Econometrics 108 2002 133 156
    • (2002) J. Econometrics , vol.108 , pp. 133-156
    • Van Giersbergen, N.P.A.1    Kiviet, J.F.2
  • 22
    • 0000095552 scopus 로고
    • A heteroskedasticity-consistent covariance matrix estimator and a direct test for heteroskedasticity
    • H. White A heteroskedasticity-consistent covariance matrix estimator and a direct test for heteroskedasticity Econometrica 48 1980 817 838
    • (1980) Econometrica , vol.48 , pp. 817-838
    • White, H.1
  • 23
    • 0001673027 scopus 로고
    • Jackknife bootstrap and other resampling methods in regression analysis
    • C.F.J. Wu Jackknife bootstrap and other resampling methods in regression analysis Ann. Statist. 14 1986 1261 1295
    • (1986) Ann. Statist. , vol.14 , pp. 1261-1295
    • Wu, C.F.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.