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研究方法II博士生研討會

因舊版課程無指定課堂作業與考試，因此統整所有作業、講義、考試內容合併列出。
    課 課程單元 閱讀資料
    1 導讀：課程目標與運算
    Introduction: Course Goals and Logistics    		 精讀STATA®啟動工具，結合UCLA學術技術服務組於網路上提供的資料。
    Peruse the STATA® Starter Kit, put together by the UCLA Academic Technology Services group.
    2 理論：普通最小平方迴歸
    Principles: Ordinary Least Squares Regression    		 Fox, John著，〈線性最小平方迴歸〉，《應用迴歸分析、線性模型與相關方法》85-111，Thousand Oaks, CA: Sage, 1997. ISBN: 080394540X。
    Fox, John. "Linear Least Squares Regression." In Applied Regression Analysis, Linear Models, and Related Methods, 85-111. Thousand Oaks, CA: Sage, 1997.  ISBN: 080394540X.

    Kennedy, Peter，"古典線性迴歸模型"和"區間估計與假說檢驗"《計量經濟學指南》，第四版，42-72，劍橋大學， MA：麻省理工學院出版社, 1998. ISBN: 0262611406.
    Kennedy, Peter. "The Classical Linear Regression Model" and "Interval Estimation and Hypothesis Testing." In A Guide to Econometrics. 4th ed., pp. 42-72. Cambridge, MA: MIT Press, 1998. ISBN: 0262611406.

    Friedrich, Robert J著，"保衛多重迴歸中的倍增項"，《美國政治學期刊》，26 (1982): 797-833.
    Friedrich, Robert J. "In Defense of Multiplicative Terms in Multiple Regression Equations." American Journal of Political Science 26 (1982): 797-833.
    3 應用：普通最小平方迴歸
    Applications: Ordinary Least Squares Regression    		 Datta, Deepak, James G. Guthrie和Patrick M. Wright著，〈人力資源管理與組織生產力：產業重要嗎？〉，<管理學會期刊>（2005年2月即將出版）
    Datta, Deepak, James G. Guthrie, and Patrick M. Wright. "HRM and Firm Productivity: Does Industry Matter?" Academy of Management Journal(forthcoming February 2005).
    4 理論：二元結果模型
    Principles: Models for Binary Outcomes    		 Alrich, John H.和Forrest D. Nelson著，《線性機率、對數轉換值／機率轉換值模型》，Newbury Park,CA:Sage出版, 1984. ISBN: 0803921330. 
    Aldrich, John H., and Forrest D. Nelson. Linear Probability, Logit and Probit Models. Newbury Park, CA: Sage, 1984.

    Petersen, Trond著，〈對數轉換值／機率轉換值模型結果之評論〉，美國社會學評論，50 (1985): 130-131.
    Petersen, Trond. "A Comment on Presenting Results from Logit and Probit Models." American Sociological Review 50 (1985): 130-131.
    5 應用：二元結果模型
    Applications: Models for Binary Outcomes    		 Burt, Ronald S著，《好點子的社會來源》，工作底稿，芝加哥大學, 2003.
    Burt, Ronald S. "The Social Origins of Good Ideas." Working paper, University of Chicago, 2003.
    6 理論：計算模型
    Principles: Models for Counts    		 Long, J. Scott著，〈計算結果：計算之迴歸模型〉，《類別限制相依變數之迴歸模型》，217-250. Thousand Oaks, CA: Sage, 1997. ISBN: 0803973748.
    Long, J. Scott. "Count Outcomes: Regression Models for Counts" In Regression Models for Categorical and Limited Dependent Variables, 217-250. Thousand Oaks, CA: Sage, 1997.  ISBN: 0803973748.
    7 應用：計算模型
    Applications: Models for Counts    		 Ziedonis, Rosemarie Ham著，〈放我出來：技術的分散市場與企業的專利策略〉，工作底稿，密西根大學, 2003.
    Ziedonis, Rosemarie Ham. "Don't fence me in: Fragmented markets for technology and the patent acquisition strategies of firms." Working paper, University of Michigan, 2003.
    8 理論：跨區域整合／時間序列分析
    Principles: Pooled Cross-Section/Time Series Analysis    		 Greene, William H著，〈追蹤資料模型〉，《計量經濟學分析》，第三版, 612-635. Upper Saddle River, NJ: Prentice Hall, 1997. ISBN: 0130132977.
    Greene, William H. "Models for Panel Data." In Econometric Analysis. 3rd ed., 612-635.  Upper Saddle River, NJ: Prentice Hall, 1997.  ISBN: 0130132977.

    Halaby, Charles著，〈社會學研究之追蹤模型：從理論到實作〉，2004，即將出版，《社會學年報》. 
    Halaby, Charles. "Panel Models in Sociological Research: Theory into Practice." 2004. Forthcoming, Annual Review of Sociology.
    9 應用：跨區域整合／時間序列分析
    Applications: Pooled Cross-Section/Time Series Analysis    		 Bothner, Matthew著，〈全球電腦產業之架構、規模與範疇〉，未發表手稿，芝加哥大學, 2003.
    Bothner, Matthew. "Structure, scale and scope in the global computer industry." Unpublished manuscript, University of Chicago, 2003.
    10 理論：事件歷史分析與數據架構之基礎概念
    Principles: Basic Concepts of Event History Analysis and Data Structures    		 Singer and Willett著，〈調查事件發生之架構〉，第九章於《應用縱向數據分析：模型改變與事件產生》，紐約：牛津大學出版社，2003. ISBN: 0195152964.
    Singer and Willett. "A Framework for Investigating Event Occurrence." Chapter 9 in Applied Longitudinal Data Analysis: Modeling Change and Event Occurrence. New York: Oxford University Press, 2003.  ISBN: 0195152964.

    Cleves, Mario, William Gould和Roberto Gutierrez著，〈存活分析問題〉，第一章，《使用STATA®作存活分析之導論》，Stata 出版社, 2002. ISBN: 1881228630.
    Cleves, Mario, William Gould, and Roberto Gutierrez. "The Problem of Survival Analysis." Chapter 1 in An Introduction to Survival Analysis Using STATA®. Stata Press, 2002.  ISBN: 1881228630.

    STATA®股份有限公司，STATAR 8.0：存《活分析與流行病學目錄》（使用手冊），2003. ISBN: 1881228673. 涵蓋-stset-之入門.
    STATA® Corporation. STATA® 8.0: Survival Analysis and Epidemiological Tables (manual). 2003. ISBN: 1881228673.  Entry covering -stset-.
    11 理論：事件歷史數據之敘述統計
    Principles: Descriptive Statistics for Event History Data    		 Carroll, Glenn R著，（離散相依變數之動態分析：教學論文〉，《質與量》 17 (1983): 425-460.
    Carroll, Glenn R. "Dynamic Analysis of Discrete Dependent Variables: A Didactic Essay." Quality and Quantity 17 (1983): 425-460.

    Singer and Willett著，（敘述離散－時間事件數據〉和（連續－時間事件數據〉，第十章、第十三章，《應用縱向數據分析：模型改變與事件產生》，紐約: 牛津大學出版社, 2003. ISBN: 0195152964.
    Singer and Willett. "Describing Discrete-Time Event Occurrence Data" and "Describing Continuous-Time Event Occurrence Data." Chapters 10 and 13 in Applied Longitudinal Data Analysis: Modeling Change and Event Occurrence. New York: Oxford University Press, 2003.  ISBN: 0195152964.
    12 理論：事件歷史數據之模型
    Principles: Models for Event History Data    		 Singer and Willett著，第十一章：〈適用基本離散－時間危險模型〉和第十四章：〈適用Cox迴歸模型〉 《應用縱向數據分析：模型改變與事件產生》，紐約: 牛津大學出版社, 2003. ISBN: 0195152964.
    Singer and Willett. Chapter 11: "Fitting Basic Discrete-Time Hazard Models" and Chapter 14: "Fitting Cox Regression Models." In Applied Longitudinal Data Analysis: Modeling Change and Event Occurrence. New York: Oxford University Press, 2003.  ISBN: 0195152964.

    Cleves, Mario, William Gould和Roberto Gutierrez著，〈參數模型〉和〈STATA®中對參數迴歸模型之調查〉第十二章和第十三章（加速失敗時間模型選擇），《使用STATA®作存活分析導論》，Stata 出版社, 2002. ISBN: 1881228630. 
    Cleves, Mario, William Gould, and Roberto Gutierrez. "Parametric Models" and "A Survey of Parametric Regression Models in STATA®." Chapters 12 and 13 (Sections of accelerated failure time models optional) in An Introduction to Survival Analysis Using STATA®. Stata Press, 2002.  ISBN: 1881228630.
    13 應用：事件歷史分析
    Applications: Event History Analysis    		  
    14 回顧與整合
    Review and Wrap-up