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