Search Results - subject:"sliced inverse regression"

Estimating Market Power with Weak A Priori Information: An Exploratory Approach to the Model-Specification Problem

Russo, Carlo - In: Review of Industrial Organization 40 (2012) 4, pp. 339-354

Persistent link: https://www.econbiz.de/10010864911

On model-free conditional coordinate tests for regressions

Yu, Zhou; Zhu, Lixing; Wen, Xuerong Meggie - In: Journal of Multivariate Analysis 109 (2012) C, pp. 61-72

) [3]) focused mainly on the first-order estimation methods such as the sliced inverse regression estimation (Li (1991) [14]). Such …

Persistent link: https://www.econbiz.de/10011041951

Estimating market power with weak a priori information : an exploratory approach to the model-specification problem

Russo, Carlo - In: Review of industrial organization : RIO 40 (2012) 4, pp. 339-354

Persistent link: https://www.econbiz.de/10009627088

Variable selection in a class of single-index models

Zhu, Li-Ping; Qian, Lin-Yi; Lin, Jin-Guan - In: Annals of the Institute of Statistical Mathematics 63 (2011) 6, pp. 1277-1293

Persistent link: https://www.econbiz.de/10009325759

On principal Hessian directions for multivariate response regressions

Lue, Heng-Hui - In: Computational Statistics 25 (2010) 4, pp. 619-632

Persistent link: https://www.econbiz.de/10008775805

Consistent estimation of the dimensionality in sliced inverse regression

Nkiet, Guy - In: Annals of the Institute of Statistical Mathematics 60 (2008) 2, pp. 257-271

Persistent link: https://www.econbiz.de/10005169172

Dimension Reduction for Classification with Gene Expression Microarray Data

Dai, Jian; Lieu, Linh; Rocke, David - In: Statistical Applications in Genetics and Molecular Biology 5 (2007) 1, pp. 6-6

), sliced inverse regression (SIR) and principal component analysis (PCA), and evaluates the relative performance of …

Persistent link: https://www.econbiz.de/10005585085

Pooled marginal slicing approach via SIR<Subscript> α </Subscript> with discrete covariables

Liquet, Benoît; Saracco, Jérôme - In: Computational Statistics 22 (2007) 4, pp. 599-617

Persistent link: https://www.econbiz.de/10005166773

Asymptotics of sliced inverse regression

Zhu, L; Ng, KW - 1995

Sliced Inverse Regression is a method for reducing the dimension of the explanatory variables x in non …

Persistent link: https://www.econbiz.de/10009471478

Two Cross Validation Criteria for SIR<Subscript>α</Subscript> and PSIR<Subscript>α</Subscript> methods in view of prediction

Gannoun, Ali; Saracco, Jérôme - In: Computational Statistics 18 (2003) 3, pp. 585-603

In this paper, we will consider the semiparametric regression model introduced by Duan and Li (1991). The response variable y will be linked to an index x′β (i.e. a linear combination of the explanatory variables x) through an unknown function. In order to estimate the direction of the...

Persistent link: https://www.econbiz.de/10011241283