latinize
latinize,
a FORTRAN90 code which
adjusts an M dimensional dataset of N points
so that it forms a Latin hypercube.
On output, each row of the table will have the properties that:
-
the minimum and maximum row values are the same as on input;
-
the row contains N evenly spaced values between the
minimum and maximum.
-
in each row, the elements retain their ordering.
Licensing:
The computer code and data files described and made available on this web page
are distributed under
the MIT license
Languages
latinize is available in
a C version and
a C++ version and
a Fortran90 version and
a MATLAB version and
an Octave version.
Related Data and Programs:
latin_cover,
a FORTRAN90 code which
produces N Latin squares which cover an NxN square,
or NxN Latin cubes which cover an NxNxN cube.
latinize_test
Reference:
-
Michael McKay, William Conover, Richard Beckman,
A Comparison of Three Methods for Selecting Values of Input
Variables in the Analysis of Output From a Computer Code,
Technometrics,
Volume 21, pages 239-245, 1979.
-
Yuki Saka, Max Gunzburger, John Burkardt,
Latinized, Improved LHS, and CVT Point Sets in Hypercubes,
International Journal of Numerical Analysis and Modeling,
Volume 4, Number 3-4, 2007, pages 729-743,
Source Code:
Last revised on 24 July 2020.