On the asymptotics of penalized splines
From MaRDI portal
Publication:3631506
DOI10.1093/biomet/asn010zbMath1437.62540OpenAlexW1987371472MaRDI QIDQ3631506
Publication date: 10 June 2009
Published in: Biometrika (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1093/biomet/asn010
asymptotic bias\(B\)-splinebinningequivalent kerneldifference penalty\(P\)-splineincreasing number of knots
Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20) Applications of statistics to biology and medical sciences; meta analysis (62P10)
Related Items
Variational inference for count response semiparametric regression, On likelihood ratio testing for penalized splines, \(M\)-type penalized splines with auxiliary scale estimation, ESTIMATION AND INFERENCE FOR VARYING-COEFFICIENT MODELS WITH NONSTATIONARY REGRESSORS USING PENALIZED SPLINES, Penalized spline estimation in the partially linear model, Modeling Functional Data with Spatially Heterogeneous Shape Characteristics, Numerical Discretization-Based Estimation Methods for Ordinary Differential Equation Models via Penalized Spline Smoothing with Applications in Biomedical Research, Some Asymptotic Results on Generalized Penalized Spline Smoothing, Pointwise convergence in probability of general smoothing splines, Parameter estimation for semiparametric ordinary differential equation models, Nonnegative decomposition of functional count data, Constrained penalized splines, Nonparametric estimation of mean and dispersion functions in extended generalized linear models, Nonparametric tests for semiparametric regression models, Nonparametric trend estimation in functional time series with application to annual mortality rates, Varying coefficient frailty models with applications in single molecular experiments, Modeling semi‐competing risks data as a longitudinal bivariate process, Asymptotics and smoothing parameter selection for penalized spline regression with various loss functions, Functional Additive Models on Manifolds of Planar Shapes and Forms, An extension of estimating equations to model longitudinal medical cost trajectory with medicare claims data linked to SEER cancer registry, Exploring US business cycles with bivariate loops using penalized spline regression, Semiparametric regression during 2003--2007, The Hodrick-Prescott filter: a special case of penalized spline smoothing, On the asymptotics of penalized spline smoothing, Estimation and variable selection for generalized additive partial linear models, Risk prediction for prostate cancer recurrence through regularized estimation with simultaneous adjustment for nonlinear clinical effects, A space-time varying coefficient model: the equity of service accessibility, Nonlinear measurement error models subject to additive distortion, Spatial functional principal component analysis with applications to brain image data, Testing in Semiparametric Models with Interaction, with Applications to Gene–Environment Interactions, Single‐Index Additive Vector Autoregressive Time Series Models, A Marginal Approach to Reduced-Rank Penalized Spline Smoothing With Application to Multilevel Functional Data, A Hierarchical Semiparametric Model for Incorporating Intergene Information for Analysis of Genomic Data, Nonlinear measurement errors models subject to partial linear additive distortion, Single-index coefficient models for nonlinear time series, Determination of linear components in additive models, Testing for Long Memory Using Penalized Splines and Adaptive Neyman Methods, Spatial accessibility of pediatric primary healthcare: measurement and inference, Direct determination of smoothing parameter for penalized spline regression, Asymptotics of bivariate penalised splines, Marginal longitudinal semiparametric regression via penalized splines, Solving Euler equations via two-stage nonparametric penalized splines, Shape constrained additive models, Density estimation and comparison with a penalized mixture approach, NonparametricM-quantile regression using penalised splines, Semiparametric Estimation of Longitudinal Medical Cost Trajectory, Single-index model-assisted estimation in survey sampling, Two-stage estimation and simultaneous confidence band in partially nonlinear additive model, Several nonparametric and semiparametric approaches to linear mixed model regression, Sparse Additive Ordinary Differential Equations for Dynamic Gene Regulatory Network Modeling, A Penalized Spline Approach to Functional Mixed Effects Model Analysis, Asymptotic properties of penalized spline estimators in concave extended linear models: rates of convergence, \(K\)-expectiles clustering, Knot selection for least-squares and penalized splines, Modeling temporal treatment effects with zero inflated semi-parametric regression models: The case of local development policies in France, Survey design asymptotics for the model-assisted penalised spline regression estimator, Constrained spline regression in the presence of AR(p) errors, Bayesian inferences for beta semiparametric-mixed models to analyze longitudinal neuroimaging data