We examine the predictability of 299 capital market anomalies enhanced by 30 machine learning approaches and over 250 models in a dataset with more than 500 million firm-month anomaly observations. We find significant monthly (out-of-sample) returns of around 1.8–2.0%, and over 80% of the...

The purpose of this paper is to investigate the use of accounting information by Romanian financial analysts with a focus on the models used and the factors affecting their forecasts accuracy. We hypothesize that on the emergent market of Romania, analysts rely more on simple valuation models...

We propose a novel method to forecast corporate earnings, which combines the accuracy of analysts’ forecasts with the unbiasedness of a cross-sectional model. We build on recent insights from the earnings forecasts literature to improve analysts’ forecasts in two ways: reducing their...

We present evidence of the impact of buy-side analysts on the behavior and performance of fund managers. Using data provided by a large global asset manager, we relate buy-side analysts' recommendations to fund transactions on a daily basis. Our results show that buy-side analysts have a...

We identify the characteristics and specifications that drive the out-of-sample performance of machine-learning models across an international data sample of nearly 1.9 billion stock-month-anomaly observations from 1980 to 2019. We demonstrate significant monthly value-weighted (long-short)...

Generally, information provision and certification have been identified as the major economic functions of rating agencies. This paper analyzes whether the watchlist" (rating review) Instrument has extended the agencies' role towards a monitoring position, as proposed by Boot, Milbourn, and...

Generally, information provision and certification have been identified as the major economic functions of rating agencies. This paper analyzes whether the 'watchlist (rating review) instrument has extended the agencies' role towards a monitoring position, as proposed by Boot, Milbourn, and...

Generally, information provision and certification have been identified as the major economic functions of rating agencies. This paper analyzes whether the watchlist (rating review) instrument has extended the agencies' role towards a monitoring position, as proposed by Boot, Milbourn, and...

Credit rating agencies do not only disclose simple ratings but announce watchlists (rating reviews) and outlooks as well. This paper analyzes the economic function underlying the review procedure. Using Moody's rating data between 1982 and 2004, we find that for borrowers of high...