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Search Symbol (Half-width) Description of Search Symbols
Space "AND" indicates the intertwining of key terms used in a search
Double Quotation Marks ("") ( " " ) Double quotation marks indicate the beginning and end of a phrase, and the search will only include terms that appear in the same order of those within the quotations. Example: "image process" : " image process "
? Indicates a variable letter. Entering two ? will indicate two variable letters, and so on. Example: "Appl?", search results will yield apple, apply… e , appl y … ( (often used to English word searches) )
* Indicates an unlimited number of variable letters to follow, from 1~n. Example: Enter "appl*", search results will yield apple, apples, apply, applied, application…(often used in English word searches) e , appl es , appl y , appl ied , appl ication … ( (often used to English word searches) )

Boolean logic combinations of key words is a skill used to expand or refine search parameters.
(1) AND (1) AND: Refines search parameters
(2) OR (2) OR: Expands search parameters (3) NOT: Excludes irrelevant parameters


DOI stands for Digital Object Identifier ( D igital O bject I dentifier ) ,
and is the unique identifier for objects on the internet. It can be used to create persistent link and to cite articles.

Using DOI as a persistent link

To create a persistent link, add「」 「 」 before a DOI.
For instance, if the DOI of an article is 10.5297/ser.1201.002 , you can link persistently to the article by entering the following link in your browser: 10.5297/ser.1201.002
The DOI link will always direct you to the most updated article page no matter how the publisher changes the document's position, avoiding errors when engaging in important research.

Cite a document with DOI

When citing references, you should also cite the DOI if the article has one. If your citation guideline does not include DOIs, you may cite the DOI link.

DOIs allow accurate citations, improve academic contents connections, and allow users to gain better experience across different platforms. Currently, there are more than 70 million DOIs registered for academic contents. If you want to understand more about DOI, please visit airiti DOI ) 。

Abstract 〈TOP〉
Parallel Abstract 〈TOP〉
Reference ( 31 ) 〈TOP〉
  1. 1.王昭元 (2010),一個多重時間架構與多交易策略的當沖交易系統應用於台指期貨之研究,國立交通大學管理學院財務金融學程碩士班碩士論文。
  2. 2.王毓敏、黃瑞靜 (2001),價量關係-台股指數期貨市場之研究,《台灣金融財務季刊》,第二輯第二期,p97-114。
  3. 1.Bhargav and Vivek and Malhotra, D.K.(2007),”Relationship between Futures Trading Activity and Exchange Rate Volatility Revisited”,Journal of Multinational Financial Management,17(2),p95-111.
  4. 2.Dickey. D. A. and Fuller, W. A.(1979),”Distribution of the Estimators for Autoregressive Times Series with a Unit Root”,Journal of American Statistical Association,74,p427-431.
  5. 3.Engle, R. and C.Granger (1987),”Co-integration and Error Correction: Representation, Estimation and Testing", Econometrica, 55,p251-276.
Times Cited (4) 〈TOP〉
  1. 顏鈺庭(2014)。三大法人未平倉量、前十大交易人未平倉量、三大法人買賣超市值對台指期之影響。臺北科技大學經營管理系碩士班學位論文。2014。1-52。 
  2. 楊贊平(2015)。以李佛摩爾之金融市場關鍵價的邏輯思維模式,結合D-ANP法,預測金融市場趨勢變化-以台灣加權指數為例。中原大學企業管理研究所學位論文。2015。1-57。 
  3. 張佑瑄(2014)。外資交易、信用交易與台灣加權指數關聯之研究。臺灣大學經濟學研究所學位論文。2014。1-32。 
  4. 王如琦(2015)。外資情緒指標對台灣期現貨市場之影響-以Bivariate EGARCH-X Model為研究方法。臺北大學國際財務金融碩士在職專班學位論文。2015。1-46。
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