episplineDensity: Density Estimation with Soft Information by Exponential
Epi-splines
Produce one-dimensional density estimates using
exponential epi-splines. The user may incorporate soft information, by
imposing constraints that (i) require unimodality; (ii) require that the
density be monotone non-increase or non-decreasing; (iii) put upper bounds
on first or second moments; (iv) bound the density's values at mesh points;
(v) require that the estimate be continuous or continuously differentiable;
and more.
| Version: |
0.0-1 |
| Depends: |
nloptr, pracma |
| Published: |
2014-11-10 |
| Author: |
Sam Buttrey, Johannes Royset, and Roger Wets, based on
the Matlab code of Royset and Wets |
| Maintainer: |
Sam Buttrey <buttrey at nps.edu> |
| License: |
GPL-2 |
| NeedsCompilation: |
no |
| CRAN checks: |
episplineDensity results |
Documentation:
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