AU - Azimi, Sedigheh
AU - Bahrami Samani, Ehsan
AU - Ganjali , Mojtaba
TI - Joint Modeling for Zero-Inflated Beta-Binomial and Normal Responses
PT - JOURNAL ARTICLE
TA - srtc-jsri
JN - srtc-jsri
VO - 16
VI - 2
IP - 2
4099 - http://jsri.srtc.ac.ir/article-1-382-en.html
4100 - http://jsri.srtc.ac.ir/article-1-382-en.pdf
SO - srtc-jsri 2
AB - We present a new joint model with random effects for the correlated count with extra zero and continuous responses. In this model, we assume a Zero-Inflated Beta-Binomial distribution for the analysis of over dispersed binomial variable and a normal distribution for the analysis of continuous response. Furthermore, a full model likelihood function approach is used to obtain maximum likelihood estimates of the model parameters. We also evaluate the proposed model using the Monte Carlo simulation method. Finally, we fit the model to real data to find effective factors on mixed responses.
CP - IRAN
IN -
LG - eng
PB - srtc-jsri
PG - 397
PT - Research
YR - 2020