Generalized linear model with functional predictors and their derivatives
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Publication:268783
DOI10.1016/j.jmva.2015.10.009zbMath1337.62179OpenAlexW1842366933MaRDI QIDQ268783
Jean-Marie Marion, Besnik Pumo, Aziza Ahmedou
Publication date: 15 April 2016
Published in: Journal of Multivariate Analysis (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.jmva.2015.10.009
Asymptotic properties of nonparametric inference (62G20) Generalized linear models (logistic models) (62J12) Numerical solutions of ill-posed problems in abstract spaces; regularization (65J20)
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Cites Work
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- A partial overview of the theory of statistics with functional data
- Functional generalized linear moduls with derivative
- Inference for functional data with applications
- Single and multiple index functional regression models with nonparametric link
- Partial linear modelling with multi-functional covariates
- Prediction in functional linear regression
- Curves discrimination: a nonparametric functional approach
- Additive prediction and boosting for functional data
- The dimensionality reduction principle for generalized additive models
- Additive regression and other nonparametric models
- Exponential inequalities for sums of random vectors
- A practical guide to splines
- Linear processes in function spaces. Theory and applications
- Generalized functional linear models
- Functional projection pursuit regression
- Functional data analysis.
- Estimation in generalized linear models for functional data via penalized likelihood
- Semi-functional partial linear regression
- Nonparametric functional data analysis. Theory and practice.
- Functional linear regression with derivatives
- Generalized Linear Models with Functional Predictors
- Functional Additive Models
- Inference and Prediction in Large Dimensions
- Functional Adaptive Model Estimation
