Tensor cubic smoothing splines in designed experiments requiring residual modelling
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Publication:1618196
DOI10.1007/s13253-018-0334-9zbMath1426.62231OpenAlexW2893569843MaRDI QIDQ1618196
John D. Wilkie, Joanne De Faveri, Arūnas P. Verbyla, Tom Lewis
Publication date: 13 November 2018
Published in: Journal of Agricultural, Biological, and Environmental Statistics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s13253-018-0334-9
Computational methods for problems pertaining to statistics (62-08) Nonparametric regression and quantile regression (62G08) Response surface designs (62K20)
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Cites Work
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- Efficient two-dimensional smoothing with \(P\)-spline ANOVA mixed models and nested bases
- Straightforward intermediate rank tensor product smoothing in mixed models
- Smoothing noisy data with spline functions: Estimating the correct degree of smoothing by the method of generalized cross-validation
- Direct generalized additive modeling with penalized likelihood.
- Interpolation of spatial data. Some theory for kriging
- That BLUP is a good thing: The estimation of random effects. With comments and a rejoinder by the author
- Flexible smoothing with \(B\)-splines and penalties. With comments and a rejoinder by the authors
- Enhanced diagnostics for the spatial analysis of field trials
- Joint modeling of spatial variability and within-row interplot competition to increase the efficiency of plant improvement
- Residual variance-covariance modelling in analysis of multivariate data from variety selection trials
- Smooth additive mixed models for predicting aboveground biomass
- An Approach to the Analysis of Repeated Measurements
- A spatio-temporal analysis of a field trial
- Flexible smoothing with P-splines: a unified approach
- A COMPARISON OF MIXED MODEL SPLINES FOR CURVE FITTING
- Semiparametric Stochastic Mixed Models for Longitudinal Data
- The Analysis of Designed Experiments and Longitudinal Data by Using Smoothing Splines
- Semiparametric Regression
- Smoothing Spline Models for the Analysis of Nested and Crossed Samples of Curves
- Restricted Likelihood Ratio Lack-of-Fit Tests Using Mixed Spline Models
- P-spline ANOVA-type interaction models for spatio-temporal smoothing
- Statistics for Spatial Data
- Low‐Rank Scale‐Invariant Tensor Product Smooths for Generalized Additive Mixed Models
- A Correspondence Between Bayesian Estimation on Stochastic Processes and Smoothing by Splines
- Recovery of inter-block information when block sizes are unequal
- Fast BivariateP-Splines: The Sandwich Smoother
- Smoothing spline ANOVA models