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Construction of automatic confidence intervals in nonparametric heteroscedastic regression by a moment-oriented bootstrap
Sommerfeld, Volker - 1997
We construct pointwise confidence intervals for regression functions. The method uses nonparametric kernel estimates and the "moment-oriented" bootstrap method of Bunke which is a wild bootstrap based on smoothed local estimators of higher order error moments. We show that our bootstrap...
Persistent link: https://www.econbiz.de/10009632602
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Urbanization, coal consumption and CO2 emissions nexus in China using bootstrap Fourier Granger causality test in quantiles
Cheng, Kai; Hsueh, Hsin-Pei; Ranjbar, Omid; Wang, Mei-Chih - In: Letters in spatial and resource sciences : LSRS 14 (2021) 1, pp. 31-49
Persistent link: https://www.econbiz.de/10012497233
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Bootstrap of residual processes in regression : to smooth or not to smooth?
Neumeyer, Natalie; Van Keilegom, Ingrid - 2018
Persistent link: https://www.econbiz.de/10012050820
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Linear censored quantile regression : a novel minimum-distance approach
De Backer, Mickaël; El Ghouch, Anouar; Van Keilegom, Ingrid - 2018
Persistent link: https://www.econbiz.de/10012050854
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A general approach for cure models in survival analysis
Patilea, Valentin; Van Keilegom, Ingrid - 2019
Persistent link: https://www.econbiz.de/10012050908
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Robust inference for threshold regression models
Hidalgo, Javier; Lee, Jungyoon; Seo, Myung Hwan - In: Journal of econometrics 210 (2019) 2, pp. 291-309
Persistent link: https://www.econbiz.de/10012303525
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A model-free consistent test for structural change in regression possibly with endogeneity
Fu, Zhonghao; Hong, Yongmiao - In: Journal of econometrics 211 (2019) 1, pp. 206-242
Persistent link: https://www.econbiz.de/10012303616
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Conditional quantile processes based on series or many regressors
Belloni, Alexandre; Chernozhukov, Victor; Četverikov, … - In: Journal of econometrics 213 (2019) 1, pp. 4-29
Persistent link: https://www.econbiz.de/10012304540
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Predictive quantile regressions under persistence and conditional heteroskedasticity
Fan, Rui; Lee, Ji Hyung - In: Journal of econometrics 213 (2019) 1, pp. 261-280
Persistent link: https://www.econbiz.de/10012304551
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Uniform confidence bands for nonparametric errors-in-variables regression
Kato, Kengo; Sasaki, Yuya - In: Journal of econometrics 213 (2019) 2, pp. 516-555
Persistent link: https://www.econbiz.de/10012304583