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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 ( 72 ) 〈TOP〉
  1. 呂佳芹 (2008),「應用時間序列、演化式類神經網路與灰預測方法在匯率預測績效之比較」,朝陽科技大學財務金融研究所碩士論文。
  2. 林瑞文 (2005),「石油期貨之價格預測-倒傳遞類神經網路、Elman類神經網路、回饋式模糊類神經網路之比較」,中原大學企業管理研究所碩士論文。
  3. 紀慧君 (2006),「原油現貨、期貨與相關性產業之連動關係」,淡江大學財務金融研究所碩士論文。
  4. 陳隆昌 (2004),「美國油價期貨報酬與股市報酬率之非線性關係」,淡江大學財務金融研究所碩士論文。
  5. 彭智煒 (2008),「使用同時考慮狀態轉換及正負不對稱基差效果之時變相關係數GARCH模型進行能源期貨避險」,暨南國際大學財務金融研究所碩士論文。
Times Cited (2) 〈TOP〉
  1. 林莉芳(2016)。製造業採購經理人指數、安碩道瓊能源基金指數與 S&P500 指數連動性之探討。中原大學企業管理研究所學位論文。2016。1-89。 
  2. 黃冠甄(2016)。VIX指數、美元指數及石油期貨價格對黃豆期貨價格及對咖啡期貨價格之影響。中原大學企業管理研究所學位論文。2016。1-88。 
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