Form component of GAMM covariance matrix
GAM convergence and performance issues
Setting GAM fitting method
The basis of the space of un-penalized functions for a TPRS
Generalized additive mixed model set up
Multiple Smoothing Parameter Estimation by GCV or UBRE
Stable Multiple Smoothing Parameter Estimation by GCV or UBRE,
with optional fixed penalty
Summary for a GAM fit
Generalized additive model set up
Utility functions for constructing tensor product smooths
Alternatives to step.gam
Default GAM plotting
Penalized Constrained Least Squares Fitting
Prediction from fitted GAM model
Generalized additive models with integrated smoothness estimation
Generalized Additive Model default print statement
Overflow proof pdMat class for multiples of the identity matrix
Visualization of GAM objects
GAMs with the negative binomial distribution
Constructor functions for smooth terms in a GAM
Functions for better-than-log positive parameterization
Minimize GCV or UBRE score of a GAM using `outer' iteration
Generalized Additive Mixed Models
Some diagnostics for a fitted gam model
Basis dimension choice for smooths
Modify families for use in GAM fitting
Generalized Additive Model residuals
Fitted gam object
Specifying generalized additive models
Objective functions for GAM smoothing parameter estimation
Get named variable or evaluate expression from list or data.frame
Detect linear dependencies of one matrix on another
Alternative to log parameterization for variance components
Interpret a GAM formula
Auxilliary information from magic fit
Setting GAM fitting defaults
Defining smooths in GAM formulae
Obtain a name for a new variable that is not already in use
P-IRLS GAM estimation with GCV & UBRE derivative calculation
GAM P-IRLS estimation with GCV/UBRE smoothness estimation
Extract the diagonal of the influence/hat matrix for a GAM
Automatically place a set of knots evenly through covariate values
Smallest square root of matrix
Functions implementing a pdMat class for tensor product smooths
Prediction/Construction wrapper functions for GAM smooth terms
Hypothesis tests related to GAM fits
Prediction methods for smooth terms in a GAM
Extract the formula from a gam object
Generalized Additive Model Selection
Exclude prediction grid points too far from data
Monotonicity constraints for a cubic regression spline
GCV/UBRE score for use within nlm
Extract the data covariance matrix from an lme object
find the unique rows in a matrix
Identifiability side conditions for a GAM
Starting values for multiple smoothing parameter estimation
Extract the log likelihood for a fitted GAM
Define tensor product smooths in GAM formulae
Extract parameter (estimator) covariance matrix from GAM fit
Setting mgcv defaults
GAMs with GCV smoothness estimation and GAMMs by REML/PQL