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On a projective resampling method for dimension reduction with multivariate responses
Li, Bing; Wen, Songqiao; Zhu, Lixing - In: Journal of the American Statistical Association : JASA 103 (2008) 483, pp. 1177-1186
Persistent link: https://www.econbiz.de/10003773448
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On sliced inverse regression with high-dimensional covariates
Zhu, Lixing; Miao, Baiqi; Peng, Heng - In: Journal of the American Statistical Association : JASA 101 (2006), pp. 630-643
Persistent link: https://www.econbiz.de/10003334648
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Generalized Single-Index Models : The EFM Approach
Cui, Xia - 2017
Generalized single-index models are natural extensions of linear models and circumvent the so-called curse of dimensionality. They are becoming increasingly popular in many scientific fields including biostatistics, medicine, economics and financial econometrics. Estimating and testing the model...
Persistent link: https://www.econbiz.de/10012966296
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Generalized single-index models : the EFM approach
Cui, Xia; Härdle, Wolfgang; Zhu, Lixing - 2009
Generalized single-index models are natural extensions of linear models and circumvent the so-called curse of dimensionality. They are becoming increasingly popular in many scientific fields including biostatistics, medicine, economics and financial econometrics. Estimating and testing the model...
Persistent link: https://www.econbiz.de/10003893146
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Generalized single-index models: The EFM approach
Cui, Xia; Härdle, Wolfgang Karl; Zhu, Lixing - 2009
Generalized single-index models are natural extensions of linear models and circumvent the so-called curse of dimensionality. They are becoming increasingly popular in many scientific fields including biostatistics, medicine, economics and financial econometrics. Estimating and testing the model...
Persistent link: https://www.econbiz.de/10010270710
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Generalized single-index models : the EFM approach
Cui, Xia; Härdle, Wolfgang; Zhu, Lixing - 2009
Generalized single-index models are natural extensions of linear models and circumvent the so-called curse of dimensionality. They are becoming increasingly popular in many scientific fields including biostatistics, medicine, economics and finan- cial econometrics. Estimating and testing the...
Persistent link: https://www.econbiz.de/10004545747
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Generalized single-index models: The EFM approach
Cui, Xia; Härdle, Wolfgang Karl; Zhu, Lixing - Sonderforschungsbereich 649: Ökonomisches Risiko, … - 2009
Generalized single-index models are natural extensions of linear models and circumvent the so-called curse of dimensionality. They are becoming increasingly popular in many scientific fields including biostatistics, medicine, economics and finan- cial econometrics. Estimating and testing the...
Persistent link: https://www.econbiz.de/10008577795
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Semilinear high-dimensional model for normalization of microarray data : a theoretical analysis and partial consistency
Fan, Jianqing; Peng, Heng; Huang, Tao - In: Journal of the American Statistical Association : JASA 100 (2005) 471, pp. 781-813
Persistent link: https://www.econbiz.de/10003107654
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Network-based clustering for varying coefficient panel data models
Pei, Youquan; Huang, Tao; Peng, Heng; You, Jinhong - In: Journal of business & economic statistics : JBES ; a … 40 (2022) 2, pp. 578-594
Persistent link: https://www.econbiz.de/10013533972
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Nonparametric transition-based tests for jump diffusions
Aït-Sahalia, Yacine; Fan, Jianqing; Peng, Heng - In: Journal of the American Statistical Association : JASA 104 (2009) 487, pp. 1102-1116
Persistent link: https://www.econbiz.de/10003902802