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