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algorithm and a nonlinear model. The TSE Co-Location dataset is a new dataset. This is the only information that shows the …
Persistent link: https://www.econbiz.de/10012534623
Movements in the India VIX are an important gauge of how the market’s risk perception shifts from day to day. This research attempts to forecast movements one day ahead of the India VIX using logistic regression and 11 ensemble learning classifiers. The period of study is from April 2009 to...
Persistent link: https://www.econbiz.de/10014284423
Cryptocurrencies lack clear measures of fundamental values and are often associated with speculative bubbles. This paper introduces a new way of testing for speculative bubbles based on StockTwits sentiment, which is used as the transition variable in a smooth transition autoregression. The...
Persistent link: https://www.econbiz.de/10012022233
We examine price discovery and liquidity provision in the secondary market for bitcoin-an asset with a high level of speculative trading. Based on BTC-e's full limit order book over the 2013-2014 period, we find that order informativeness increases with order aggressiveness within the first 10...
Persistent link: https://www.econbiz.de/10012171450
This paper examines whether the proliferation of new index products, such as commodity-tracking exchange-traded funds (ETFs), amplified the volatility transmission channel introduced by financialization. This paper focuses on the volatility spillover effects among crude oil, metals, agriculture,...
Persistent link: https://www.econbiz.de/10011961264
reveal that innovations to speculative sentiment cause changes in competitiveness. We report that speculation replaces the …
Persistent link: https://www.econbiz.de/10012533969
classification method(s) to accomplish efficient corporate bankruptcy prediction. …
Persistent link: https://www.econbiz.de/10012173722
purified implied volatility. For this extended model, we apply the random forests algorithm for the forecasting of the …
Persistent link: https://www.econbiz.de/10011961374
This paper examines the behaviour of Bitcoin returns and those of several other cryptocurrencies in the pre and post period of the introduction of the Bitcoin futures market. We use the principal component-guided sparse regression (PC-LASSO) model to analyze several sample sizes for the pre and...
Persistent link: https://www.econbiz.de/10012305140
This article investigates the causal factors underlying cornerstone investor (CI) participation in initial public offerings in China's offshore Hong Kong market. Prospectus-based declarations on such allocations suggest that CI undertakings offer strong certification effects. Entrepreneurs...
Persistent link: https://www.econbiz.de/10012025302