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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 ( 54 ) 〈TOP〉
    1. 姚蕙芸與梁志民 (2005)。空頭與多頭走勢期間台股股價與相關因素因果關係探討-以2000及2003年為例。企業管理學報,第66期,頁1-39。
    2. 施志明(2008)。次級房貸事件對美、德、中、英四國股市及總體經濟變數的影響。碩士論文,國立成功大學,台南市。
    3. 游啟民(2009)。價量關係的微結構:台灣五十成份股為例。碩士論文,淡江大學,新北市。
    4. 鄭婉秀、邱哲修、陳玉瓏與洪偉哲(2004)。亞洲股市價量關係之不對稱效果。 華岡經濟論叢,第4卷第1期,頁26-48。
    5. 顏治華(2008)。美國股市價量關係-非線性平滑轉換誤差修正模型實證研究。碩士論文,淡江大學,新北市。
    Times Cited (1) 〈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。
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