Generalised additive models. Monographs on Statistics and Applied Probability 43. London: Chapman and Hall; 1990.Hastie, T.; Tibshirani, R. J. 1990: Generalised additive models. Chapman & Hall, London.Hastie, T. and Tibshirani, R. J. 1990 . Generalised additive models , London: Chapman & ...
splines- Generalized additive (mixed) models, some of their extensions and other generalized ridge regression with multiple smoothing parameter estimation by (Restricted) Marginal Likelihood, Gener alized Cross Validation and others Make sure that these packages are downloaded and installed in R. We use...
tidymv: Tidy Model Visualisation for Generalised Additive Models THIS PACKAGE HAS BEEN SUPERSEDEDbytidygam. Users should use the tidygam package instead. This is the repository of theRpackagetidymv. This package provides functions for the visualisation of GAM(M)s and the generation of model-based...
Summary We study generalized additive models, with shape restrictions (e.g. monotonicity, convexity and concavity) imposed on each component of the additive prediction function. We show that this framework facilitates a non-parametric estimator of each additive component, obtained by maximizing the like...
A Beginner's Guide to GAMM with R is the third in Highland Statistics' Beginner's Guide series, following the well-received A Beginner's Guide to Generalized Additive Models with R and A Beginner's Guide to GLM and GLMM with R. In this book we take the reader on an exciting voyage in...
Schmid, M., Hothorn, T.: Boosting additive models using component-wise P-splines. Comput. Stat. Data Anal. 53, 298–311 (2008) Article MathSciNet MATH Google Scholar Schwarz, G.: Estimating the dimension of a model. Ann. Stat. 6, 461–464 (1978) Article MathSciNet MATH Google Sch...
Returning to holographic cosmology, one outstanding question is how to exit from the non-geometric phase to Einstein gravity. This would be the analogue of the reheating phase of conventional inflationary models. Recall that time evolution is mapped to inverse RG flow in holographic cosmology, and ...
We shall consider two genetic models under this heading: (a) a model in which loci effects are additive, and (b) a model in which the loci effects are not additive. (a) Additive loci effects. When the loci effects are additive the total genotypic variance is the sum of the separate ...
2010: Reversible jump methods for generalised linear models and generalised linear mixed models Statistics and Computing 22(1): 107-120 Song, N.; Zhang, J. 2018: Modelling the abundance of an endangered medicinal species, Phellodendron amurense: generalised linear model vs. generalised additive ...
expansions with an additive Gaussian random process as the exogenous disturbance. With Gaussian approximation of the resulting solution trajectory of a stochastic differential equation using generalised polynomial chaos expansion, convex finite- horizon model predictive control problems are solved that are ...