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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〉
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Reference ( 51 ) 〈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,7卷,2期,97-114。
  2. 吳欽杉、林楚雄、劉維琪,1999。「台灣股票店頭市場股價報酬波動行為的研究」, 中興企業管理學報。44期,165-192。
  3. 柏婉貞、黃柏農,2007。「台股指數期貨與現貨市場日內報酬波動與交易量非線性行為之研究」,經濟研究。43卷,2期,182-208。
  4. Akaike H., 1974. “A New Look at the Statistical Model Identification,” IEEE Transactions on Automatic Control. 19: 716-723.
  5. Andersen, T. and T. Bollerslev., 1997. “Heterogeneous Information Arrivals and Return Volatility Dynamics: Uncovering the Long Run in High Frequency Returns,” Journal of Finance. 52: 975-1005.
Times Cited (11) 〈TOP〉
  1. 張黃威(2011)。應用高頻率資料提升波動模型預測能力之研究。淡江大學財務金融學系碩士班學位論文。2011。1-75。 
  2. 傅功億(2012)。新興市場波動模式之研究。朝陽科技大學財務金融系學位論文。2012。1-39。
  3. 許寶文(2012)。美國權益型REITs資產種類指數波動之不對稱探討。朝陽科技大學財務金融系學位論文。2012。1-46。
  4. 莊怡君(2012)。匯率波動對美國出口至亞洲以及拉丁美洲國家貿易的影響。淡江大學產業經濟學系碩士班學位論文。2012。1-49。
  5. 吳佳興(2013)。銀行利率風險與金融商品市場風險之實證分析與應用。清華大學統計學研究所學位論文。2013。1-72。
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