An Approximation of Logarithmic Functions In the Regression Setting -- An application to the Inter-generational mobility study-厦门大学金融系

An Approximation of Logarithmic Functions In the Regression Setting -- An application to the Inter-generational mobility study
主讲人 Tao Chen 简介 <div style="font-size: 13px;"><span style="font-size: 10pt;">The abstract is:&nbsp;</span>We consider a method of moments approach for dealing with&nbsp;<span style="font-size: 10pt;">censoring at zero for data expressed in levels when researchers&nbsp;</span><span style="font-size: 10pt;">would like to take logarithms. A Box&ndash;Cox transformation is&nbsp;</span><span style="font-size: 10pt;">employed. We explore this approach in the context of linear&nbsp;</span><span style="font-size: 10pt;">regression where both dependent and independent variables are&nbsp;</span><span style="font-size: 10pt;">censored. We contrast this method to two others, (1) dropping&nbsp;</span><span style="font-size: 10pt;">records of data containing censored values and (2) assuming&nbsp;</span>normality for censored observations and the residuals in the model.&nbsp;<span style="font-size: 10pt;">Across the methods considered, where researchers are interested&nbsp;</span><span style="font-size: 10pt;">primarily in the slope parameter, estimation bias is consistently&nbsp;</span><span style="font-size: 10pt;">reduced using the method of moments approach.</span></div>
时间 2014-11-25(星期二)16:30-18:00 地点 N303 经济楼/Economics Building
讲座语言 English 主办单位 WISE-SOE
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主讲人简介 <p>Assistant Professor of Economics, University of Waterloo&nbsp;</p> 期数 厦门大学高级计量经济学与统计学系列讲座2014秋季学期第五讲(总第49讲)
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