Truncated Linear Models for Functional Data
From MaRDI portal
Publication:5378150
DOI10.1111/rssb.12125zbMath1414.62181arXiv1406.7732OpenAlexW2119692597MaRDI QIDQ5378150
Publication date: 12 June 2019
Published in: Journal of the Royal Statistical Society Series B: Statistical Methodology (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1406.7732
consistencyregressionidentifiabilitystatistical smoothingslope functionsupport intervalmean-squared prediction errorfunctionally equivalent models
Related Items
Variable selection for functional linear models with strong heredity constraint, Sparse functional partial least squares regression with a locally sparse slope function, Sparse functional principal component analysis in a new regression framework, Estimation in functional single-index varying coefficient model, Selecting the derivative of a functional covariate in scalar-on-function regression, Estimating Truncated Functional Linear Models With a Nested Group Bridge Approach, A Functional Information Criterion for Region Selection in Functional Linear Models, Model selection for functional linear regression with hierarchical structure, Robust exponential squared loss-based estimation in semi-functional linear regression models, Sparse estimation of historical functional linear models with a nested group bridge approach, A general framework for functional regression modelling, Regularised forecasting via smooth-rough partitioning of the regression coefficients, Truncated estimation in functional generalized linear regression models, Composite quantile estimation in partial functional linear regression model with dependent errors, Feature extraction for functional time series: theory and application to NIR spectroscopy data, Statistical inference in the partial functional linear expectile regression model