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