generalized linear models;
likelihood;
prediction;
stationarity;
D O I:
10.1002/wics.47
中图分类号:
O21 [概率论与数理统计];
C8 [统计学];
学科分类号:
020208 ;
070103 ;
0714 ;
摘要:
Integer-valued time series data appear in several diverse applications. However, modeling and inference for these types of dependent data pose several questions and interesting problems. The method of generalized linear models turns out to provide a sound framework for modeling and estimation whereby all computations are carried out by well-established software. I review this area of research and propose some other models. (C) 2009 John Wiley & Sons, Inc.
机构:
Inst High Performance Comp, Singapore 138632, Singapore
Natl Univ Singapore, Dept Ind & Syst Engn, Singapore 119260, SingaporeInst High Performance Comp, Singapore 138632, Singapore
Xu, Hai-Yan
Xie, Min
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机构:
Natl Univ Singapore, Dept Ind & Syst Engn, Singapore 119260, Singapore
City Univ Hong Kong, Dept Syst Engn & Engn Management, Hong Kong, Hong Kong, Peoples R ChinaInst High Performance Comp, Singapore 138632, Singapore
Xie, Min
Goh, Thong Ngee
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机构:
Natl Univ Singapore, Dept Ind & Syst Engn, Singapore 119260, SingaporeInst High Performance Comp, Singapore 138632, Singapore
Goh, Thong Ngee
Fu, Xiuju
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Inst High Performance Comp, Singapore 138632, SingaporeInst High Performance Comp, Singapore 138632, Singapore
机构:
Kyushu Univ, Fac Math, Dept Math Sci, Nishi Ku, 744 Motooka, Fukuoka 8190395, JapanKyushu Univ, Fac Math, Dept Math Sci, Nishi Ku, 744 Motooka, Fukuoka 8190395, Japan
Goto, Yuichi
Fujimori, Kou
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机构:
Shinshu Univ, Fac Econ & Law, Dept Econ, 3-1-1 Asahi, Matsumoto, Nagano 3908621, JapanKyushu Univ, Fac Math, Dept Math Sci, Nishi Ku, 744 Motooka, Fukuoka 8190395, Japan
机构:
Univ Sci & Technol Houari Boumediene, Fac Math, BP 32 Bab Ezzouar, Algiers 16111, AlgeriaUniv Sci & Technol Houari Boumediene, Fac Math, BP 32 Bab Ezzouar, Algiers 16111, Algeria
Bentarzi, Mohamed
Aries, Nawel
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Univ Sci & Technol Houari Boumediene, Fac Math, BP 32 Bab Ezzouar, Algiers 16111, AlgeriaUniv Sci & Technol Houari Boumediene, Fac Math, BP 32 Bab Ezzouar, Algiers 16111, Algeria