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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 ( 29 ) 〈TOP〉
  1. 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2輯第2期,97-114頁。
  2. 姚蕙藝、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,1 - 39頁。
  3. 胡均立、張秀瑜、林唐裕,2013,糧食、石油與黃金期貨價格之間的Granger 因果關係,碳經濟,第29期,60-84頁。
  4. 莊家彰、管中閔,2005,台灣與美國股市之價量關係的分量迴歸分析,經濟論文,第33卷第4期,379-404頁。
  5. 劉映興、陳家彬,2002,臺灣股票市場交易值, 交易量與發行量加權股價指數關係之實證研究: 光譜分析之應用,農業經濟半年刊,第72期,65-87頁。
Times Cited (1) 〈TOP〉
  1. 管淑杏(2015)。總鋪師之生命故事探究。屏東科技大學技職教育研究所學位論文。2015。1-130。 
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