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