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In our paper, we analyze the possibility of improving the prediction of stock market indicators by adding information about public mood derived from Twitter posts. To estimate public mood, we analyzed the frequencies of 175 emotional markers, words, emoticons, acronyms and abbreviations in more...
Persistent link: https://www.econbiz.de/10012994778
The article deals with a class of stochastic processes, the Multifractional Processes with Random Exponent (MPRE), recently introduced to gain flexibility in modeling many complex phenomena. We claim that MPRE can capture in a very parsimonious way most of the well known financial stylized...
Persistent link: https://www.econbiz.de/10012975889
Even in large equity markets, the dividend-price ratio is significantly related with the growth of future dividends. In order to uncover this relationship, we use monthly dividends and a mixed data sampling technique which allows us to cope with within-year seasonality. We reduce the effect of...
Persistent link: https://www.econbiz.de/10013006710
This study examines if the change in aggregate Tobin's q ratio (∆TBQ) can dynamically forecast return on the S&P 500 (SP). The VAR results from analyzing quarterly data from 1951Q4 to 2012Q4 show that the response of SP to ∆TBQ shock becomes significantly positive immediately. The...
Persistent link: https://www.econbiz.de/10013063497
After showing that the distribution of the S&P 500's distortion, i.e. the log difference between its real stock market index and its real fundamental value, is bimodal, we demonstrate that agentbased financial market models may explain this puzzling observation. Within these models, speculators...
Persistent link: https://www.econbiz.de/10011595441
Tests of excessive volatility along the lines of Shiller (1981) and Leroy and Porter (1981) count among the most convincing pieces of evidence against the validity of the time-honored efficient market hypothesis. Recently, using Shiller s distinction between ex-ante rational (fundamental) price...
Persistent link: https://www.econbiz.de/10012214509
Investors are periodically challenged with this question: with funds ready to invest, but faced with a market that is generally perceived to be expensive, is it better to wait for a market correction before investing? Many investors are certain that a correction must be around the corner, and...
Persistent link: https://www.econbiz.de/10012947040
Using stocks traded on the NYSE, AMEX and NASDAQ for the period of 1964 to 2009, this study demonstrates that, while momentum prevails among small stocks, momentum and reversals coexist among large stocks for a holding period of up to six months. The momentum/reversal divide is along the...
Persistent link: https://www.econbiz.de/10013108409
This study is to assess the dynamics effects of business confidence and consumer confidence on stock market risk premiums and to determine the relative importance of business confidence and consumer confidence in forecasting the variability of stock market risk premiums though a variance...
Persistent link: https://www.econbiz.de/10013065805
Aim/purpose - The aim of this paper is to verify whether extremely high values of market value ratios are the symptoms of informational inefficiency of the market in a weak form. The authors intend to examine whether these phenomena co-occur with each other. Design/methodology/approach -...
Persistent link: https://www.econbiz.de/10013166614