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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 ( 65 ) 〈TOP〉
  1. 王昭元 (2010),「一個多重時間架構與多交易策略的當沖交易系統應用於台指期貨之研究」,交通大學管理學院碩士在職專班財務金融組,碩士論文。
  2. 江淵舟(2005),「台灣期貨市場程式交易之實證研究--策略組合交易模型」,臺灣大學財務金融學研究所,碩士論文。
  3. 張春芬 (2010),「三大法人期貨與選擇權未平倉部位分析」,義守大學政治大學經營管理碩士學程(EMBA),碩士論文。
  4. 黃培琳 (2010),「程式交易策略、期貨交易和法人交易之實證研究」,朝陽科技大學財務金融系碩士班,碩士論文。
  5. 董寶蘭 (2010),「程式交易策略實證研究-以投資ETF0050為例」,淡江大學管理科學研究所企業經營碩士在職專班,碩士論文。
Times Cited (3) 〈TOP〉
  1. 楊贊平(2015)。以李佛摩爾之金融市場關鍵價的邏輯思維模式,結合D-ANP法,預測金融市場趨勢變化-以台灣加權指數為例。中原大學企業管理研究所學位論文。2015。1-57。 
  2. 王世昌(2016)。期貨交易搭配投資組合保險之操作績效探討-台灣市場實證研究。中興大學高階經理人碩士在職專班學位論文。2016。1-91。
  3. 陳弘富(2016)。運用程式交易策略於臺股期貨:60分鐘交易週期之實證研究。中正大學經濟系國際經濟研究所學位論文。2016。1-75。
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