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