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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 ( 92 ) 〈TOP〉
  1. 9. 李佳玲,(2006),「台指選擇權波動度指標與景氣指標之關係性研究」,國立中央大學企業管理研究所未出版碩士論文。
  2. 12. 吳昭瑩,(2004),「貨幣政策、能源消費與景氣循環」,私立中原大學國際貿易研究所未出版碩士論文。
  3. 14. 林大超,(2003),「台灣與美國兩地景氣循環指標關聯性之研究」,國立成功大學企業管理學系高階管理碩士在職專班(EMBA)未出版碩士論文。
  4. 15. 林瑞山,(2009),「台灣工業與服務業部門的平均薪資對失業率影響之研究」,北商學報,第十五期,頁83-102。
  5. 18. 胡文傑,(2006),「台灣失業率的預測-季節性ARIMA與介入模式的比較」,國立政治大學經濟研究所未出版碩士論文。 
Times Cited (7) 〈TOP〉
  1. 李伊容(2012)。多空頭市場下台灣與美國ETF之研究-以台灣50ETF及SPDR為例。淡江大學財務金融學系碩士在職專班學位論文。2012。1-71。 
  2. 曾強(2010)。不動產投資信託型指數股票基金之預測 -比較灰預測及類神經網路為例。中原大學企業管理研究所學位論文。2010。1-112。
  3. 曾奕鈞(2010)。金融海嘯前後美國股市與亞太股市連動性研究。中原大學企業管理研究所學位論文。2010。1-68。
  4. 馬韶鴻(2014)。波動與外溢效應之關聯性分析: 以鋼鐵、煤炭及天然氣指數型基金為例。中原大學企業管理研究所學位論文。2014。1-66。
  5. 黃靜怡(2014)。外溢效果和槓桿效果分析-以稀土礦產型ETF為實證。中原大學企業管理研究所學位論文。2014。1-72。
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