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購買書本
Books to purchase David Freedman, Robert Pisani及 Roger Purves著，《統計學》第三版
David Freedman, Robert Pisani, and Roger Purves, Statistics, 3rd ed.
Lawrence C. Hamilton著，《藉由STATA 7進行統計》
Lawrence C. Hamilton, Statistics with STATA® 7
Edward R. Tufte著,《政治學及政策之數據分析》
Edward R. Tufte, Data analysis for politics and policy
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課
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課程單元 |
閱讀資料 |
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1
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介紹:政治分析方法
Introduction: Approaches to political analysis |
無
None |
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2
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調查設計及度量
Designing research & measurements |
Tufte著，《政治學及政策之數據分析》第一章。
Tufte, Data analysis for politics and policy, chap. 1
Freedman等著，《統計學》第一章、第二章及第六章
Freedman, et al., Statistics, chaps. 1, 2, 6
Frederick Mostellar著，《世界統計學百科全書》中〈誤差：無抽樣誤差〉（將於課堂上發放）
Frederick Mostellar, "Errors: Nonsampling Errors," in the International Encyclopedia of Statistics. (to be handed out in class) |
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3
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STATA®之介紹
Introduction to STATA® |
Hamilton, Hamilton著,《統計學與STATA®7》,第一章及第二章
Statistics with STATA® 7, chaps 1-2
講義：如何使用STATA®
infile and infix commands" and "How to use STATA® "do" fiels."
Handouts: "How to use the STATA® infile and infix commands" and "How to use STATA® "do" fiels." |
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4
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敘述性單一變數統計學
Descriptive univariate statistics |
Freedman等著，《統計學》第三章及第四章
Freedman, et al, Statistics, chaps. 3, 4
Hamilton, 《用STATA®進行統計》，頁58-80, 88-92, 97-107
Hamilton, Statistics with STATA®, pp. 58-80, 88-92, 97-107 |
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5
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相關性及二變量回歸
Correlation and bivariative regression |
Tufte著，《政治學及政策之數據分析》第三章及第四章。
Tufte, Data analysis for politics and policy, chaps 3, 4
Freedman等著，《統計學》第八章及第十二章。
Freedman, et al, Statistics, Chaps 8-12
Hamilton, 《用STATA®7進行統計》，頁124-146, 177-185
Hamilton, Statistics with STATA®7 pp. 124-146, 177-185 |
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6
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多元回歸Ⅰ
Mutiple regression I |
Tufte著，《政治學及政策之數據分析》第三章及第四章。
Tufte, Data analysis for politics and policy, chaps 3, 4
Freedman等著，《統計學》第八章及第十二章。
Freedman, et al, Statistics, Chaps 8-12
Hamilton, 《用STATA®7進行統計》，頁124-146, 177-185
Hamilton, Statistics with STATA®7 pp. 124-146, 177-185 |
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7
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多元回歸Ⅱ
Mutiple regression II |
Tufte著，《政治學及政策之數據分析》第三章及第四章。
Tufte, Data analysis for politics and policy, chaps 3, 4
Freedman等著，《統計學》第八章及第十二章。
Freedman, et al, Statistics, Chaps 8-12
Hamilton, 《用STATA®7進行統計》，頁124-146, 177-185
Hamilton, Statistics with STATA®7 pp. 124-146, 177-185 |
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8
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分組專題報告
Presentation of group projects |
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9-10
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各別會面討個人專題
Meet individually talk about individual projects |
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11
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抽樣及推論Ⅰ
Sampling and inference I |
Freedman等著，《統計學》第十七章至第十八章、第十章、第二十一章、第二十三章及第二十四章、第二十六章至第二十七章及第二十九章。
Freedman, et al., Statistics, 17, 18, 10, 21, 23, 24, 26, 27, 29
Hamilton, 《用STATA®7進行統計》，頁108-114
Hamilton, Statistics with STATA®7, pp. 108-114 |
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12
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抽樣及推論Ⅱ
Sampling and inference II |
Freedman等著，《統計學》第十七章至第十八章、第十章、第二十一章、第二十三章及第二十四章、第二十六章至第二十七章及第二十九章
Freedman, et al., Statistics, 17, 18, 10, 21, 23, 24, 26, 27, 29
Hamilton, 《用STATA®7進行統計》，頁108-114
Hamilton, Statistics with STATA®7, pp. 108-114 |
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13
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結束
Wrap-up |
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14
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TBA |
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15
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報告預習
Preliminary presentations |
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16-19
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非正式作業課
Informal work sessions |
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20-23
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期末報告
Final presentations |
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