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주식 수익률에 미치는 투자자들의 관심효과를 검정하기 위한 순서제약추론Order restricted inference for testing the investors' attention effect on stock returns

Other Titles
Order restricted inference for testing the investors' attention effect on stock returns
Authors
김영래임요한이성임최수정
Issue Date
Jun-2018
Publisher
한국통계학회
Keywords
attention effect; stock message board; stock market; order restricted inference; 관심효과; 주식토론방; 주식시장; 순서제약추론
Citation
KOREAN JOURNAL OF APPLIED STATISTICS, v.31, no.3, pp.409 - 416
Journal Title
KOREAN JOURNAL OF APPLIED STATISTICS
Volume
31
Number
3
Start Page
409
End Page
416
URI
http://scholarworks.bwise.kr/ssu/handle/2018.sw.ssu/39204
DOI
10.5351/KJAS.2018.31.3.409
ISSN
1225-066X
Abstract
Significant research has been conducted in the financial sector on the behavior of investors in the stock market. In this paper, we directly measure the degree of interest using the ranking of the frequency mentioned in the stock message board operated by Daum Communications Corp. and test the fact that the higher ranking of the frequency results in the higher stock returns in order to investigate the attention effect on the stock returns in the Korean stock market. We also propose and apply the likelihood ratio test procedure for order restricted hypotheses in order to test the attention effect. The test results shows that the higher rank in the frequency mentioned in the message board is related to stock returns (p-value < 10(-6)). Therefore, we conclude that an investors' attention effects exist in the Korean stock market.
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