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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 ( 30 ) 〈TOP〉
  1. 1. 姚蕙芸、梁志民(2004),「空頭走勢期間台股股價指數及相關因素之因果關係研究」,商管科技季刊,第五卷第二期,109-127。
  2. 4. 曾昭玲、林政偉(2005),「調整股市信用交易條件對股價報酬率與波動性影響之探討」,風險管理學報,第七卷第一期,53-77。
  3. 1. Admati, A. R. and P. Pfleiderer(1988),“A theory of intrados patterns volume and price variability” , Review of Financial Studies, 1, 3-40.
  4. 2. Engle, R. F., & C. W. J. Granger(1987), “Co-integration and error correction: Representation, estimation and testing” , Econometrica, 55, 251-276.
  5. 3. Granger, C.,(1969), “Investigating Causal Relations by Econometric Models and Cross-Spectral Methods”, Econometrica, 37, PP.422-438.
Times Cited (5) 〈TOP〉
  1. 章宗璘(2017)。台灣股市與台股投資人交易行為之實證研究。臺灣大學經濟學研究所學位論文。2017。1-74。 
  2. 黃于玲(2012)。投資人情緒與台灣股價報酬-分量迴歸分析。臺北大學統計學系學位論文。2012。1-68。
  3. 顏長揚(2015)。探討台灣加權指數、信用交易、外資買賣與匯率關聯性。中正大學經濟系國際經濟研究所學位論文。2015。1-52。
  4. 李易蓁(2016)。不同類型投資人情緒對股價報酬之研究。虎尾科技大學財務金融系碩士班學位論文。2016。1-53。
  5. 王彩羨(2016)。三大法人、信用交易與台灣加權股價指數關係之研究。淡江大學財務金融學系碩士在職專班學位論文。2016。1-68。
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