GAM beta regression family
Reporting mgcv bugs.
Evaluate cyclic B spline basis
Update a strictly additive bam model for new data.
Additive Cox Proportional Hazard Model
Generalized additive models for very large datasets
Approximate hypothesis tests related to GAM fits
Additive Cox proportional hazard models with time varying covariates
Choleski decomposition of a band diagonal matrix
Basis dimension choice for smooths
FELSPLINE test function
Form component of GAMM covariance matrix
GCV/UBRE score for use within nlm
Distribution families in mgcv
Some diagnostics for a fitted gam model
Modify families for use in GAM fitting and checking
GAM formula
Detect linear dependencies of one matrix on another
Extract the data covariance matrix from an lme object
Exclude prediction grid points too far from data
Generalized Additive Model Selection
P-IRLS GAM estimation with GCV \& UBRE/AIC or RE/ML derivative calculation
Generalized additive models with integrated smoothness estimation
GAM P-IRLS estimation with GCV/UBRE smoothness estimation
Setting GAM fitting defaults
Identifiability side conditions for a GAM
GAM convergence and performance issues
Minimize GCV or UBRE score of a GAM using `outer' iteration
Specifying generalized additive models
Which of a set of points lie within a polygon defined region
Scale parameter estimation in GAMs
Extract the diagonal of the influence/hat matrix for a GAM
Generalized Extreme Value location-scale model family
Identifiability constraints
Objective functions for GAM smoothing parameter estimation
Report gam smoothness estimates as variance components
Gaussian location-scale model family
Get named variable or evaluate expression from list or data.frame
Fitted gam object
Simulate example data for GAMs
Mixed GAM Computation Vehicle with GCV/AIC/REML smoothness estimation and GAMMs by REML/PQL
Log likelihood for a fitted GAM, for AIC
Are points inside boundary?
Log Tweedie density evaluation
Starting values for multiple smoothing parameter estimation
Size of list elements
Frequently Asked Questions for package mgcv
Interpret a GAM formula
Linear functionals of a smooth in GAMs
Just Another Gibbs Additive Modeller: JAGS support for mgcv.
Multivariate normal additive models
GAM negative binomial families
Parallel computation in mgcv.
Functions implementing a pdMat class for tensor product smooths
Missing data in GAMs
Random effects in GAMs
Extract the effective degrees of freedom associated with each penalty in a gam fit
Generalized Additive Model residuals
GAM ordered categorical family
The one standard error rule for smoother models
Prediction methods for smooth terms in a GAM
Prediction matrix for soap film smooth
Generate inverse Gaussian random deviates
Generate multivariate normal deviates
Extract model matrix from GAM fit
Alternative to log parameterization for variance components
Monotonicity constraints for a cubic regression spline
Plot geographic regions defined as polygons
The basis of the space of un-penalized functions for a TPRS
Prediction from fitted Big Additive Model model
Defining smooths in GAM formulae
GAM scaled t family for heavy tailed data
Extract smoothing parameter estimator covariance matrix from (RE)ML GAM fit
Find rank of upper triangular matrix
Experimental sparse smoothers
smooth.construct.ds.smooth.spec
Low rank Duchon 1977 splines
smooth.construct.fs.smooth.spec
Factor smooth interactions in GAMs
Generate Tweedie random deviates
Summary for a GAM fit
Define alternative tensor product smooths in GAM formulae
find the unique rows in a matrix
Extract parameter (estimator) covariance matrix from GAM fit
Compute truncated eigen decomposition of a symmetric matrix
smooth.construct.ad.smooth.spec
Adaptive smooths in GAMs
smooth.construct.bs.smooth.spec
Penalized B-splines in GAMs
Prediction/Construction wrapper functions for GAM smooth terms
Convert a smooth to a form suitable for estimating as random effect
smooth.construct.cr.smooth.spec
Penalized Cubic regression splines in GAMs
Choleski decomposition of a tri-diagonal matrix
GAM Tweedie families
Smallest square root of matrix
GAM multinomial logistic regression
Penalized Constrained Least Squares Fitting
Overflow proof pdMat class for multiples of the identity matrix
Print a Generalized Additive Model object.
Extract or modify diagonals of a matrix
QQ plots for gam model residuals
smooth.construct.gp.smooth.spec
Low rank Gaussian process smooths
Single index models with mgcv
smooth.construct.ps.smooth.spec
P-splines in GAMs
smooth.construct.re.smooth.spec
Simple random effects in GAMs
smooth.construct.so.smooth.spec
Soap film smoother constructer
Zero inflated Poisson location-scale model family
Define tensor product smooths or tensor product interactions in GAM formulae
Utility functions for constructing tensor product smooths
GAM zero-inflated Poisson regression family
Visualization of GAM objects
Obtain a name for a new variable that is not already in use
Functions for better-than-log positive parameterization
Automatically place a set of knots evenly through covariate values
Default GAM plotting
Prediction from fitted GAM model
Predict matrix method functions
smooth.construct.tensor.smooth.spec
Tensor product smoothing constructor
smooth.construct.t2.smooth.spec
Tensor product smoothing constructor
smooth.construct.tp.smooth.spec
Penalized thin plate regression splines in GAMs
smooth.construct.sos.smooth.spec
Splines on the sphere