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Direct Synthesis of Ultrathin Hexagonal Boron Nitride Films on Si(001). [PDF]

Nano Lett
Franck M, Dabrowski J, Schubert MA, Sfuncia G, Nicotra G, Wenger C, Lukosius M.   +6 more
europepmc   +1 more source

Artificial Intelligence-Enhanced Electrocardiography for the Diagnosis of Heart Failure With Preserved Ejection Fraction: A Systematic Review and Meta-Analysis. [PDF]

Cardiol Res Pract
Murray CP, Temperley HC, Doyle RS, Khair A, Devitt P, Asgedom S.   +5 more
europepmc   +1 more source

Direct estimation of the index coefficient in a single-index model

Annals of Statistics, 2001
Single-index modeling is widely applied in, for example, economet-ric studies as a compromise between too restrictive parametric models and flexible but hardly estimable purely nonparametric models.
Anatoli Juditsky, Vladimir Spokoiny
exaly   +2 more sources

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A Functional Single Index Model

Statistica Sinica, 2020
Summary: We propose a semiparametric functional single-index model for studying the relationship between a univariate response and multiple functional covariates. The parametric part of the model integrates a functional linear regression model and a sufficient dimension-reduction structure.
Jiang, Fei, Baek, Seungchul, Cao, Jiguo, Ma, Yanyuan   +3 more
openaire   +2 more sources

Varying-coefficient single-index model

Computational Statistics & Data Analysis, 2008
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Heung Wong, Wai-Cheung Ip, Riquan Zhang
openaire   +1 more source

Single Index Models

2004
A single index model (SIM) summarizes the effects of the explanatory variables X1, ..., Xd within a single variable called the index. As stated at the beginning of Part II, the SIM is one possibility for generalizing the GLM or for restricting the multidimensional regression E(Y|X) to overcome the curse of dimensionality and the lack of ...
Wolfgang Härdle, Axel Werwatz, Marlene Müller, Stefan Sperlich   +3 more
openaire   +1 more source

Estimation of a Functional Single Index Model

2011
Single index models have been mostly studied as an alternative dimension reduction technique for nonparametric regression with multivariate covariates. The index parameter appearing in the model summarizes the effect of the covariates in a finite dimensional vector.
Ferraty, Frédéric, Park, Juhyun, Vieu, Philippe   +2 more
openaire   +3 more sources