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In this paper, we apply textual analysis and machine learning algorithms to construct an index capturing trade tensions between US and China. Our indicator matches well-known events in the US-China trade dispute and is exogenous to the developments on global financial markets. By means of local...
Persistent link: https://www.econbiz.de/10013210547
In this paper, we apply textual analysis and machine learning algorithms to construct an index capturing trade tensions between US and China. Our indicator matches well-known events in the US-China trade dispute and is exogenous to the developments on global financial markets. By means of local...
Persistent link: https://www.econbiz.de/10012316986
In this paper, we investigate the mechanisms through which import tariffs impact the macroeconomy in two large scale workhorse models used for quantitative policy analysis: a computational general equilibrium (CGE) model (Purdue University GTAP model) and a multi-country dynamic stochastic...
Persistent link: https://www.econbiz.de/10013250082
The long-term declining role of manufacturing in the U.S. economy – reflecting a shift of the economy after World War II to a post-industrial orientation with an increased emphasis on services – was accelerated by the effects on manufacturing jobs and trade deficits of President Reagan's...
Persistent link: https://www.econbiz.de/10012962766
Persistent link: https://www.econbiz.de/10012916378
The application of information technology to finance, or “fintech,” is expected to revolutionize many aspects of borrowing and lending in the future, but technology has been reshaping consumer and mortgage lending for many years. During the 1990s computerization allowed mortgage lenders to...
Persistent link: https://www.econbiz.de/10012906603
The sentiment of news predicts the short-term stock market performance of individual companies. We find that this association is solely due to the idiosyncratic informational content of an article. We transparently quantify the association between news sentiment and stock market performance of...
Persistent link: https://www.econbiz.de/10012111252
The application of information technology to finance, or "fintech," is expected to revolutionize many aspects of borrowing and lending in the future, but technology has been reshaping consumer and mortgage lending for many years. During the 1990s, computerization allowed mortgage lenders to...
Persistent link: https://www.econbiz.de/10012131612
We build a new measure of credit and financial market sentiment using Natural Language Processing on Twitter data. We find that the Twitter Financial Sentiment Index (TFSI) correlates highly with corporate bond spreads and other price- and survey-based measures of financial conditions. We...
Persistent link: https://www.econbiz.de/10014354231
International trade policies remain in the spotlight given the recent rethink on the benefits of globalization by major economies. Since trade critically affects employment, production, prices and wages, understanding and predicting future patterns of trade is a high-priority for decision making...
Persistent link: https://www.econbiz.de/10014048775