Wavelet based Random Densities

David Rios Insua, Brani Vidakovic
Proceedings of the Sixth International Workshop on Artificial Intelligence and Statistics, PMLR R1:263-274, 1997.

Abstract

In this paper we describe theoretical properties of wavelet-based random densities and give algorithms for their generation. We exhibit random densities subject to some standard constraints: smoothness, modality, and skewness. We also give a relevant example of use of random densities.

Cite this Paper


BibTeX
@InProceedings{pmlr-vR1-insua97a, title = {Wavelet based Random Densities}, author = {Insua, David Rios and Vidakovic, Brani}, booktitle = {Proceedings of the Sixth International Workshop on Artificial Intelligence and Statistics}, pages = {263--274}, year = {1997}, editor = {Madigan, David and Smyth, Padhraic}, volume = {R1}, series = {Proceedings of Machine Learning Research}, month = {04--07 Jan}, publisher = {PMLR}, pdf = {http://proceedings.mlr.press/r1/insua97a/insua97a.pdf}, url = {https://proceedings.mlr.press/r1/insua97a.html}, abstract = {In this paper we describe theoretical properties of wavelet-based random densities and give algorithms for their generation. We exhibit random densities subject to some standard constraints: smoothness, modality, and skewness. We also give a relevant example of use of random densities.}, note = {Reissued by PMLR on 30 March 2021.} }
Endnote
%0 Conference Paper %T Wavelet based Random Densities %A David Rios Insua %A Brani Vidakovic %B Proceedings of the Sixth International Workshop on Artificial Intelligence and Statistics %C Proceedings of Machine Learning Research %D 1997 %E David Madigan %E Padhraic Smyth %F pmlr-vR1-insua97a %I PMLR %P 263--274 %U https://proceedings.mlr.press/r1/insua97a.html %V R1 %X In this paper we describe theoretical properties of wavelet-based random densities and give algorithms for their generation. We exhibit random densities subject to some standard constraints: smoothness, modality, and skewness. We also give a relevant example of use of random densities. %Z Reissued by PMLR on 30 March 2021.
APA
Insua, D.R. & Vidakovic, B.. (1997). Wavelet based Random Densities. Proceedings of the Sixth International Workshop on Artificial Intelligence and Statistics, in Proceedings of Machine Learning Research R1:263-274 Available from https://proceedings.mlr.press/r1/insua97a.html. Reissued by PMLR on 30 March 2021.

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