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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 ) 。

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Abstract 〈TOP〉
    Reference ( 42 ) 〈TOP〉
    1. 4. 許維哲(2010),期貨報酬率與成交量、未平倉量關係之驗證-分量迴歸模型
    2. 8. 廖彥豪(2006),三大機構投資人買賣超與台灣加權股價指數互動關係之研究
    3. 9. 廖仁杰(2010),三大法人未平倉量與成交量對臺股期貨報酬之研究,淡江大
    4. 1. Bessembinder, H. and P. J. Seguin (1993), “Pricing Volatility, Trading Volume, and Market Depth : Evidence from Future Markets,” Journal of Financial and
    5. 2. Boluch M. J. and T. W. Chamberlain (1997), “Option Volume and Stock Behavior: Some Evidence from the Chicago Board Option Exchange,” Atlantic Economic
    Times Cited (4) 〈TOP〉
    1. 沈君奕(2016)。運用籌碼面建構小型股多空選股模型。中原大學資訊管理研究所學位論文。2016。1-105。 
    2. 黃美滿(2015)。重大交易人期貨未平倉量與台股指數關聯 之研究。逢甲大學金融碩士在職專班學位論文。2015。1-43。 
    3. 許雅婷(2013)。以投資人情緒指標預測台股期貨指數。臺北科技大學經營管理系碩士班學位論文。2013。1-86。
    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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