59 citations · 96 across the 19 of their papers we have counts for
3 papers · 1 filter
Zero-Modified Poisson-Lindley distribution with applications in zero-inflated and zero-deflated count data
Danillo Xavier, Manoel Santos-Neto, Marcelo Bourguignon +1
The main object of this article is to present an extension of the zero-inflated Poisson-Lindley distribution, called of zero-modified Poisson-Lindley. The additional parameter …
Extended Poisson INAR(1) processes with equidispersion, underdispersion and overdispersion
Marcelo Bourguignon, Josemar Rodrigues, Manoel Santos-Neto
Real count data time series often show the phenomenon of the underdispersion and overdispersion. In this paper, we develop two extensions of the first-order integer-valued autoregr…
Fractional approaches for the distribution of innovation sequence of INAR(1) processes
Josemar Rodrigues, Marcelo Bourguignon, Manoel Santos-Neto +1
In this paper, we present a fractional decomposition of the probability generating function of the innovation process of the first-order non-negative integer-valued autoregressive…