20 citations · 38 across the 4 of their papers we have counts for
3 papers · 1 filter
From Least Squares to Signal Processing and Particle Filtering
Nozer D. Singpurwalla, Nicholas G. Polson, Refik Soyer
De Facto, signal processing is the interpolation and extrapolation of a sequence of observations viewed as a realization of a stochastic process. Its role in applied statistics ran…
Sequential Bayesian Analysis of Multivariate Count Data
Tevfik Aktekin, Nicholas G. Polson, Refik Soyer
We develop a new class of dynamic multivariate Poisson count models that allow for fast online updating and we refer to these models as multivariate Poisson-scaled beta (MPSB). The…
On the Sample Information About Parameter and Prediction
Nader Ebrahimi, Ehsan S. Soofi, Refik Soyer
The Bayesian measure of sample information about the parameter, known as Lindley's measure, is widely used in various problems such as developing prior distributions, models for th…