Prediction methods for smooth terms in a GAM
smooth.construct.ad.smooth.spec
Adaptive smooths in GAMs
Alternative to log parameterization for variance components
Basis dimension choice for smooths
Generalized Additive Mixed Models
Generalized Additive Model Selection
Functions implementing a pdMat class for tensor product smooths
smooth.construct.ps.smooth.spec
P-splines in GAMs
Evaluate cyclic B spline basis
Exclude prediction grid points too far from data
Update a strictly additive bam model for new data.
Modify families for use in GAM fitting and checking
Auxilliary information from magic fit
Extract the log likelihood for a fitted GAM
GAM convergence and performance issues
Generalized additive models for very large datasets
Define alternative tensor product smooths in GAM formulae
Setting GAM fitting defaults
Generalized additive models with integrated smoothness estimation
Linear functionals of a smooth in GAMs
Report gam smoothness estimates as variance components
Simulate example data for GAMs
Defining smooths in GAM formulae
Detect linear dependencies of one matrix on another
Minimize GCV or UBRE score of a GAM using `outer' iteration
Interpret a GAM formula
Reduced version of Columbus OH crime data
Prediction from fitted GAM model
Setting mgcv defaults
GAM concurvity measures
Print a Generalized Additive Model object.
Size of list elements
Approximate hypothesis tests related to GAM fits
smooth.construct.mrf.smooth.spec
Markov Random Field Smooths
Fitted gam object
Alternatives to step.gam
Smooth terms in GAM
Stable Multiple Smoothing Parameter Estimation by GCV or UBRE,
with optional fixed penalty
Obtain a name for a new variable that is not already in use
Visualization of GAM objects
Summary for a GAM fit
GAM negative binomial family
Extract the data covariance matrix from an lme object
smooth.construct.cr.smooth.spec
Penalized Cubic regression splines in GAMs
Functions for better-than-log positive parameterization
Frequently Asked Questions for package mgcv
P-IRLS GAM estimation with GCV & UBRE/AIC or RE/ML derivative calculation
Some diagnostics for a fitted gam model
Default GAM plotting
The basis of the space of un-penalized functions for a TPRS
Extract the diagonal of the influence/hat matrix for a GAM
Compute truncated eigen decomposition of a symmetric matrix
Predict matrix method functions
smooth.construct.re.smooth.spec
Simple random effects in GAMs
GAM P-IRLS estimation with GCV/UBRE smoothness estimation
Random effects in GAMs
Starting values for multiple smoothing parameter estimation
Specifying generalized additive models
Overflow proof pdMat class for multiples of the identity matrix
Utility functions for constructing tensor product smooths
smooth.construct.sos.smooth.spec
Splines on the sphere
Multiple Smoothing Parameter Estimation by GCV or UBRE
Plot geographic regions defined as polygons
find the unique rows in a matrix
Extract model matrix from GAM fit
Extract parameter (estimator) covariance matrix from GAM fit
smooth.construct.fs.smooth.spec
Factor smooth interactions in GAMs
Smallest square root of matrix
Generate Tweedie random deviates
Objective functions for GAM smoothing parameter estimation
Log Tweedie density evaluation
GAMs with GCV/AIC/REML smoothness estimation and GAMMs by REML/PQL
Extract smoothing parameter estimator covariance matrix from (RE)ML GAM fit
Define tensor product smooths in GAM formulae
QQ plots for gam model residuals
Generate inverse Gaussian random deviates
Prediction/Construction wrapper functions for GAM smooth terms
Penalized Constrained Least Squares Fitting
GAM Tweedie family
smooth.construct.ds.smooth.spec
Low rank Duchon 1977 splines
GAM formula
Which of a set of points lie within a polygon defined region
Constructor functions for smooth terms in a GAM
Automatically place a set of knots evenly through covariate values
Extract the effective degrees of freedom associated with each penalty in a gam fit
smooth.construct.tp.smooth.spec
Penalized thin plate regression splines in GAMs
Generalized Additive Model residuals
Form component of GAMM covariance matrix
Get named variable or evaluate expression from list or data.frame
Experimental sparse smoothers
Monotonicity constraints for a cubic regression spline
Identifiability side conditions for a GAM
Prediction from fitted Big Additive Model model
smooth.construct.tensor.smooth.spec
Tensor product smoothing constructor
GCV/UBRE score for use within nlm