Hierarchical generalized additive models in ecology: an introduction with mgcv

Model averaging in ecology: a review of Bayesian, information-theoretic, and tactical approaches for predictive inference

(2018) Carsten F. Dormann et al.   ECOLOGICAL MONOGRAPHS

BAMLSS: Bayesian Additive Models for Location, Scale, and Shape (and Beyond)

(2017) Nikolaus Umlauf et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

brms: An R Package for Bayesian Multilevel Models Using Stan

(2017) Paul-Christian Bürkner   Journal of Statistical Software

Stan: A Probabilistic Programming Language

(2017) Bob Carpenter et al.   Journal of Statistical Software

Generalized Additive Models for Gigadata: Modeling the U.K. Black Smoke Network Daily Data

(2017) Simon N. Wood et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A general framework for functional regression modelling

(2017) Sonja Greven et al.   STATISTICAL MODELLING

Smoothing Parameter and Model Selection for General Smooth Models

(2016) Simon N. Wood et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

P-splines with derivative based penalties and tensor product smoothing of unevenly distributed data

(2016) Simon N. Wood   STATISTICS AND COMPUTING

Generalized functional additive mixed models

(2016) Fabian Scheipl et al.   Electronic Journal of Statistics

Functional Additive Mixed Models

(2015) Fabian Scheipl et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Fitting Linear Mixed-Effects Models Usinglme4

(2015) Douglas Bates et al.   Journal of Statistical Software

Functional Regression

(2015) Jeffrey S. Morris   Annual Review of Statistics and Its Application

Generalized additive models for large data sets

(2014) Simon N. Wood et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Coverage Properties of Confidence Intervals for Generalized Additive Model Components

(2012) GIAMPIERO MARRA et al.   SCANDINAVIAN JOURNAL OF STATISTICS

Straightforward intermediate rank tensor product smoothing in mixed models

(2012) Simon N. Wood et al.   STATISTICS AND COMPUTING

Practical variable selection for generalized additive models

(2011) Giampiero Marra et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Fast Function-on-Scalar Regression with Penalized Basis Expansions

(2010) Philip T. Reiss et al.  

Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models

(2010) Simon N. Wood   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Generalized linear mixed models: a practical guide for ecology and evolution

(2009) Benjamin M. Bolker et al.   TRENDS IN ECOLOGY & EVOLUTION