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