Description: Performs approximate GP regression for large computer experiments and spatial datasets.  The approximation is based on finding small local designs for prediction (independently) at particular inputs. OpenMP and SNOW parallelization are supported for prediction over a vast out-of-sample testing set; GPU acceleration is also supported for an important subroutine.  OpenMP and GPU features may require special compilation.  An interface to lower-level (full) GP inference and prediction is provided. Wrapper routines for blackbox optimization under mixed equality and inequality constraints via an augmented Lagrangian scheme, and for large scale computer model calibration, are also provided.  For details and tutorial, see Gramacy (2016 <doi:10.18637/jss.v072.i01>.

Suggests: mvtnorm, MASS, interp, lhs, crs, DiceOptim

Title: Laboratory for Dynamic Synthetic Vegephenomenology
Description: A variety of ordination and vegetation analyses
useful in analysis of datasets in community ecology.  Includes
many of the common ordination methods, with graphical
routines to facilitate their interpretation, as well as

Author: David W. Roberts <droberts@montana.edu>, with extraordinary
Packaged: Mon Oct 17 17:10:09 2005; root

Packaged: Mon Nov 14 05:59:03 2005; root

Package: labdsv
Version: 1.2-2
Date: 2006-04-25
Title: Laboratory for Dynamic Synthetic Vegephenomenology
Author: David W. Roberts <droberts@montana.edu>
Maintainer: David W. Roberts <droberts@montana.edu>
Depends: mgcv, MASS, akima
Description: A variety of ordination and vegetation analyses
useful in analysis of datasets in community ecology.  Includes
many of the common ordination methods, with graphical
routines to facilitate their interpretation, as well as
several novel analyses.
License: GPL version 2 or newer
URL: http://ecology.msu.montana.edu/labdsv/R
Packaged: Wed Apr 26 09:55:08 2006; hornik

Package: labdsv
Version: 1.3-0
Date: 2007-07-06
Title: Ordination and Multivariate Analysis for Ecology
Author: David W. Roberts <droberts@montana.edu>
Maintainer: David W. Roberts <droberts@montana.edu>
Depends: mgcv, MASS
Description: A variety of ordination and vegetation analyses
useful in analysis of datasets in community ecology.  Includes
many of the common ordination methods, with graphical
routines to facilitate their interpretation, as well as
several novel analyses.
License: GPL version 2 or newer
URL: http://ecology.msu.montana.edu/labdsv/R
Packaged: Mon Jan 21 13:07:26 2008; root