FELSPLINE test function
Interpret a GAM formula
Generalized Additive Mixed Models
Exclude prediction grid points too far from data
Log likelihood for a fitted GAM, for AIC
Find rank of upper triangular matrix
Evaluate cyclic B spline basis
Modify families for use in GAM fitting and checking
Extract smoothing parameter estimator covariance matrix from (RE)ML GAM fit
Gaussian location-scale model family
Report gam smoothness estimates as variance components
Overflow proof pdMat class for multiples of the identity matrix
Generalized additive models for very large datasets
GAM negative binomial families
Multivariate normal additive models
smooth.construct.sos.smooth.spec
Splines on the sphere
Choleski decomposition of a band diagonal matrix
Smallest square root of matrix
Random effects in GAMs
Compute truncated eigen decomposition of a symmetric matrix
Setting GAM fitting defaults
P-IRLS GAM estimation with GCV \& UBRE/AIC or RE/ML derivative calculation
smooth.construct.t2.smooth.spec
Tensor product smoothing constructor
smooth.construct.tensor.smooth.spec
Tensor product smoothing constructor
smooth.construct.mrf.smooth.spec
Markov Random Field Smooths
Generalized Additive Model residuals
Are points inside boundary?
Obtain a name for a new variable that is not already in use
Scale parameter estimation in GAMs
Fitted gam object
Print a Generalized Additive Model object.
Plot geographic regions defined as polygons
Get named variable or evaluate expression from list or data.frame
Extract model matrix from GAM fit
Reduced version of Columbus OH crime data
Just Another Gibbs Additive Modeller: JAGS support for mgcv.
Penalized Constrained Least Squares Fitting
Smooth terms in GAM
Size of list elements
Generalized additive models with integrated smoothness estimation
Starting values for multiple smoothing parameter estimation
The basis of the space of un-penalized functions for a TPRS
smooth.construct.tp.smooth.spec
Penalized thin plate regression splines in GAMs
Monotonicity constraints for a cubic regression spline
smooth.construct.gp.smooth.spec
Low rank Gaussian process smooths
Alternative to log parameterization for variance components
GAM zero-inflated Poisson regression family
Approximate hypothesis tests related to GAM fits
smooth.construct.re.smooth.spec
Simple random effects in GAMs
Utility functions for constructing tensor product smooths
Parallel computation in mgcv.
Additive Cox Proportional Hazard Model
GAM multinomial logistic regression
Prediction matrix for soap film smooth
Generate inverse Gaussian random deviates
smooth.construct.cr.smooth.spec
Penalized Cubic regression splines in GAMs
Generate multivariate normal deviates
Predict matrix method functions
Reporting mgcv bugs.
Alternatives to step.gam
GAM formula
GCV/UBRE score for use within nlm
Extract the diagonal of the influence/hat matrix for a GAM
Distribution families in mgcv
Generate Tweedie random deviates
Extract the data covariance matrix from an lme object
Some diagnostics for a fitted gam model
Constructor functions for smooth terms in a GAM
Prediction from fitted Big Additive Model model
smooth.construct.fs.smooth.spec
Factor smooth interactions in GAMs
GAM scaled t family for heavy tailed data
Default GAM plotting
smooth.construct.so.smooth.spec
Soap film smoother constructer
smooth.construct.ps.smooth.spec
P-splines in GAMs
find the unique rows in a matrix
Defining smooths in GAM formulae
Prediction/Construction wrapper functions for GAM smooth terms
GAM ordered categorical family
Generalized Additive Model Selection
Prediction from fitted GAM model
Identifiability side conditions for a GAM
Auxilliary information from magic fit
Functions implementing a pdMat class for tensor product smooths
Zero inflated Poisson location-scale model family
Extract of modify diagonals of a matrix
QQ plots for gam model residuals
Extract the effective degrees of freedom associated with each penalty in a gam fit
Define tensor product smooths or tensor product interactions in GAM formulae
Choleski decomposition of a tri-diagonal matrix
Extract parameter (estimator) covariance matrix from GAM fit
Experimental sparse smoothers
Functions for better-than-log positive parameterization
GAM beta regression family
Detect linear dependencies of one matrix on another
Define alternative tensor product smooths in GAM formulae
Simulate example data for GAMs
GAM Tweedie families
Form component of GAMM covariance matrix
Missing data in GAMs
Linear functionals of a smooth in GAMs
Automatically place a set of knots evenly through covariate values
Visualization of GAM objects
Single index models with mgcv
Summary for a GAM fit
GAM P-IRLS estimation with GCV/UBRE smoothness estimation
Update a strictly additive bam model for new data.
Stable Multiple Smoothing Parameter Estimation by GCV or UBRE
smooth.construct.ds.smooth.spec
Low rank Duchon 1977 splines
Objective functions for GAM smoothing parameter estimation
Prediction methods for smooth terms in a GAM
GAM concurvity measures
GAM convergence and performance issues
Log Tweedie density evaluation
Mixed GAM Computation Vehicle with GCV/AIC/REML smoothness estimation and GAMMs by REML/PQL
smooth.construct.ad.smooth.spec
Adaptive smooths in GAMs
Basis dimension choice for smooths
Minimize GCV or UBRE score of a GAM using `outer' iteration
Which of a set of points lie within a polygon defined region
Specifying generalized additive models
Frequently Asked Questions for package mgcv
smooth.construct.bs.smooth.spec
Penalized B-splines in GAMs