淡江大學機構典藏:Item 987654321/72440
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    题名: Estimation of the probit model with autocorrelated errors via the MCECM algorithm
    作者: Huang, Ho-Chuan (River)
    贡献者: 淡江大學財務金融學系
    日期: 1999-07
    上传时间: 2013-05-31 10:49:28 (UTC+8)
    出版者: Abingdon: Routledge
    摘要: Estimation of the probit model with autocorrelated errors often involves the calculation of a multiple integral which is usually intractable. A stochastic version of the EM algorithm is proposed to solve the problem. The approach implements the E-step by retrieving the latent values via a Monte Carlo method (MCE-step) and replaces the M-step by a sequence of conditional maximizations (CM-step). The practicality of this MCECM algorithm is illustrated by estimating the reaction function of the monetary policy in Taiwan by a probit model with first-order serial correlation.
    關聯: Applied Economics Letters 6(7), pp.409-412
    DOI: 10.1080/135048599352907
    显示于类别:[財務金融學系暨研究所] 期刊論文

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