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yield curve forecasts while explaining the stylized facts of the term structure of interest rates. It is flexible enough to …-, and 12-month out-of-sample forecasts with statistical significance at 1, 3, and 6 months. Interestingly, it prefers the …, some relevant hyperparameters need to vary with the forecast horizon rather than uniformly in order to improve forecasting …
Persistent link: https://www.econbiz.de/10014349999
decision-making process can yield more accurate predictions and enhance the performance of quantitative trading strategies … that more basic models such as GPT-1, GPT-2, and BERT cannot accurately forecast returns, indicating return predictability …
Persistent link: https://www.econbiz.de/10014351271
machine learning model specifications. Each investor forms return forecasts from their own specific model using data inputs … that are available to all investors. We measure disagreement as dispersion in forecasts across investor-models. Our measure … aligns with extant measures of disagreement (e.g., analyst forecast dispersion), but is a significantly stronger predictor of …
Persistent link: https://www.econbiz.de/10014337816
valuation. In our empirical application, we use 𝑄 to relate analyst forecasts to stock returns and measure the profitability of … investment strategies that rely on information in analyst earnings-per-share forecasts and stock prices. Over a time period of …-financing trading strategies yield annualized Fama and French five-factor alphas of up %-|-|-|. These strategies clearly outperform …
Persistent link: https://www.econbiz.de/10012856424
components: earnings forecasts, target prices, and buy/sell recommendations. An important question for investment managers is … then, how accurate are the forecasts of fundamental analysts? In this research, we tackle this question by investigating a … total of 43 086 analyst forecasts made on South African equities over the 15-year period from January 2004 to June 2018.We …
Persistent link: https://www.econbiz.de/10012842120
ability to forecast stock prices. We show that these persistent differences in accuracy are driven instead by stock return … volatility. Building upon option pricing theory, we construct a measure of forecast quality that controls for stock return … volatility and forecast horizon. Contrary to previous studies, which failed to properly account for differences in stock return …
Persistent link: https://www.econbiz.de/10012848490
We have seen China's growing role in the past decades, and the world economy has become more exposed to the influence of China. This paper explores emerging China's impact on the global equity market through the lens of asset pricing. We study the predictive properties of the lagged China...
Persistent link: https://www.econbiz.de/10012824300
affecting firms under coverage. We find that temporarily distracted analysts achieve lower forecast accuracy, revise forecasts … less frequently, and publish less informative forecast revisions relative to non-distracted analysts. Further, at the firm …
Persistent link: https://www.econbiz.de/10012828956
market participants. Specifically, we examine the changes of analyst forecast behavior during influenza epidemics when … associated with lower degree of disagreement on target-price forecasts among financial analysts. More interestingly, analysts are … allocated to their work affects analysts' forecast behavior; as a result, their ability to act as an important source of …
Persistent link: https://www.econbiz.de/10012890588
analyst forecasts of that report on U.S. Treasury securities market. Surprise increases in total non-farm payroll employment …. Interest rates also react to subsequent revisions of the payroll employment figures. Analyst forecasts as compiled by Bloomberg … are unbiased forecasts of the BLS numbers and correctly anticipate most employment level changes. Moreover, there is …
Persistent link: https://www.econbiz.de/10012916648