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<P>ZONGWU CAI<br><br>a.Department of Mathematics &amp; Statistics and Department of Economics,<br>University of North Carolina, Charlotte, NC 28223, U.S.A.<br>b.Wang Yanan Institute for Studies in Economics, Xiamen University, China<br>c.College of Economics and Management, Shanghai Jiaotong University, China</P>
<P>The purpose of this lecture notes is designed to provide an overview of methods that<br>are useful for analyzing univariate and multivariate phenomena measured over time. Since<br>this is a course emphasizing applications with both theory and applications, the reader is<br>guided through examples involving real time series in the lectures. A collection of simple<br>theoretical and applied exercises assuming a background that includes a beginning level<br>course in mathematical statistics and some computing skills follows each chapter. More<br>importantly, the computer code in R and datasets are provided for most of examples analyzed<br>in this lecture notes.</P>


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