DEVELOPED | 1996 |
AUTHOR | Hans Bruun Nielsen, Soren Nymand Lophaven & Jacob Sondergaard Section for Numerical Analysis, Informatics and Mathematical Modelling, Technical University of Denmark E-mail: hbn(at)imm.dtu.dk |
PLATFORM | Platforms running Matlab |
PURPOSE | Matlab kriging toolbox |
FUNCTIONS | + variogram modelling (7 models implemented). + Simple kriging, Ordinary kriging, kriging with external drift + regression modelling up to 2nd order. + Parameters of the covariance function are estimated by maximum likelihood. |
CODES | Matlab codes available |
TIP | For Matlab users, check also SAGA, the Matlab Spatial Stats toolbox or the MATLAB_KRIGING_TOOLBOX.htm The implementation of DACE is based on J. Sacks, W. J. Welch, T. J. Mitchell & H. P. Wynn (1989). Design and analysis of computer experiments, Statistical Science, Vol. 4, No. 4, pp. 409-435. |
HOMEPAGE | Home: www.imm.dtu.dk/~hbn/dace/ Reference: S.N. Lophaven, H.B. Nielsen, J. Sondergaard, DACE - A Matlab Kriging Toolbox, Version 2.0. Report IMM-REP-2002-12, Informatics and Mathematical Modelling, DTU. (2002), 34 pages. S.N. Lophaven, H.B. Nielsen, J. Sondergaard, Aspects of the Matlab Toolbox DACE. Report IMM-REP-2002-13, Informatics and Mathematical Modelling, DTU. (2002), 44 pages. See www.imm.dtu.dk/~hbn/publ/ |