TrueBeats

ExtractAlpha's TrueBeats are quantitative predictions of EPS and Revenues for U.S. equities. TrueBeats are more accurate than traditional earnings surprise prediction models because they go beyond using only analyst forecast information. In addition to incorporating estimates from the most timely analysts with the greatest expertise, TrueBeats also incorporates trends in surprises by the company and its peers; and metrics on company earnings management such as guidance and release timing. Components include: ExpertBeat: The quality and timeliness of the forecasts made by sell-side analysts. TrendBeat: Historical earnings and revenue trends for the company in question as well as its peers. ManagementBeat: Variables that capture management behavior, such as management guidance, estimate variance, announcement timing, and company characteristics. Crux Product Identifier: Cx23050

搜集汇总

背景与挑战

背景概述

TrueBeats是由ExtractAlpha开发的美国股票EPS和收入预测数据集，通过整合分析师预测、公司历史趋势和管理行为指标，提供比传统模型更精准的收益预测。该数据集包含ExpertBeat（分析师质量评估）、TrendBeat（历史趋势分析）和ManagementBeat（管理行为指标）三大核心组件。