This paper presents a sales forecasting model and tests the model on a sample of firms in the retail industry. The model distinguishes between sales growth due to an increase in the number of sales-generating units (e.g. opening new stores) and growth due to an increase in the sales rate at the...

We examine how analysts' incentives to build their reputation through accurate forecasting changes the relative association between analyst recommendations and rigorous valuation models versus valuation heuristics. Controlling for the firm-specific difficulty of valuation, we show that the...