TY - JOUR JF - srtc-jsri JO - JSRI VL - 16 IS - 2 PY - 2020 Y1 - 2020/3/01 TI - Joint Modeling for Zero-Inflated Beta-Binomial and Normal Responses TT - مدل‌بندی توأم برای پاسخ‌های بتا‌‌‌دوجمله‌ای صفر‌آماسیده و نرمال N2 - 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. SP - 397 EP - 407 AU - Azimi, Sedigheh AU - Bahrami Samani, Ehsan AU - Ganjali  , Mojtaba AD - KW - Random effects KW - mixed response KW - the EM algorithm KW - population survey data. UR - http://jsri.srtc.ac.ir/article-1-382-en.html DO - 10.52547/jsri.16.2.397 ER -