Linear Mixed Model Solver
Deviance of an LMMsolve object
Give diagnostics for mixed model coefficient matrix C and the cholesky...
Display the sparseness of the mixed model coefficient matrix
Fitted values of an LMMsolve object.
Solve Linear Mixed Models
construct object for Automated Differentiation Cholesky decomposition
Construct design matrix for B-Splines
Standard errors for predictions
Coefficients from the mixed model equations of an LMMsolve object.
Helper function for constructing Rinv
Fitted LMMsolve Object
Package LMMsolver
Log-likelihood of an LMMsolve object
Obtain Smooth Trend.
Predict function
Test function for predict, for the moment internal
Construct equally placed knots
Residuals of an LMMsolve object.
Row-wise kronecker product
Fit P-splines
Summarize Linear Mixed Model fits
An efficient and flexible system to solve sparse mixed model equations. Important applications are the use of splines to model spatial or temporal trends as described in Boer (2023). (<doi:10.1177/1471082X231178591>).
Useful links