The last decade has brought dramatic changes in the way that researchers analyze economic and financial time series. This book synthesizes these recent advances and makes them accessible to first-year graduate students. James Hamilton provides the first adequate text-book treatments of important innovations such as vector autoregressions, generalized method of moments, the economic and statistical consequences of unit roots, time-varying variances, and nonlinear time series models. In addition, he presents basic tools for analyzing dynamic systems (including linear representations, autocovariance generating functions, spectral analysis, and the Kalman filter) in a way that integrates economic theory with the practical difficulties of analyzing and interpreting real-world data. "Time Series Analysis" fills an important need for a textbook that integrates economic theory, econometrics, and new results. The book is intended to provide students and researchers with a self-contained survey of time series analysis. It starts from first principles and should be readily accessible to any beginning graduate student, while it is also intended to serve as a reference book for researchers.
時間序列分析
社科
I’ve been reading Time Series Analysis (‘Hamilton’) for 6 months. Today I officially finished reading the book. Last year, I finished Microeconomic Theory (’MWG’) and Time Series Analysis, both of which have greatly transformed my understanding regardi...
評分不是搞计量的,随便写两句吧。大砖头适合锻炼。本科生时老师总喜欢吓唬我们这本书有多么多么高深,“全是数学”,自己读了研究生才知道内容一点不难。这本书已经快20岁了,早已不是前沿。如果纯为应用的话,学一遍,知道大概是怎么回事就行了,所有的估计量都可以在计量软件里...
評分我个人认为这本书是一本manual,可以说是在ts这块最好的manual。 什么是manual? 借用 Prof. Diebold的话来说,manual就是不懂哪里看哪里! 所以,请不要将这书当作教材。
評分这么经典的书,我这么晚才读到,遗憾遗憾!!!!!!!!!!! 等我读完再写个详细的书评吧!!!!!!!!!!!!!!!!!! 大牛的经典之作,必须看,值得看!!!!!!!!!!!!!!!!! 好书,不错,值得一看!!!!!!!!!!! 唉,可以买不起!!...
評分在计量经济学界里,这本无疑是一本优秀的入门教材(时间序列方面)。 说下它的不足吧: 第六章多余,既不承上,也不启下,平稳时序的谱分析及谱表达,书中虽有部分涉及,可读完后根本知道有何用。 第十二章多余,时序分析的Bayesian视角已经可以写一本书了。 第十三章不足,Kal...
經典之作。參考瞭少少理論。
评分非常紮實的一本教材。推導證明娓娓道來,因為教授的notes是follow這本書,閱讀過程非常愉快。
评分沒想到這個領域或者說這本書的側重點居然是金融方嚮的工具... 不過感覺就是在lag operation基礎上做各種regression... 加上一些error estimate的思路... 另外Appendix A的Mathematical Review部分倒是可以當個速查手冊或者快速復習的內容.,包含瞭常見的工具介紹...
评分Hamilton大牛寫的不錯,可惜初學還在掙紮中。歡迎大傢推薦靠譜時序書籍
评分翻過幾章,快二十年的書,若做一般的時間序列,現在看來仍不過時
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