Abstract
By arranging the accrual accounting identity as a hierarchy of market response models, this paper investigates whether current and noncurrent accruals have incremental information content beyond earnings. The results indicate that the increase in explanatory power attributable to funds flow and cash flow disclosure can be improved upon by estimating the surprises in reported numbers by exponentially weighting prior values. The unexpected information simplifies to the weighted sum of deviations from the estimated level and estimated trend. Further improvements are obtained by allowing components of the error to vary with time and by company in a non‐autoregressive, homoscedastic pooling scheme which takes account of the joint presence of time series disturbance and cross sectional disturbance.
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