because of specific characteristics of companies in specific industries such asconstruction industry, whose operation cycles are usually more than one fiscal year,there are different methods and policies for revenue recognition. errors inaccounting estimates in specific industries reduce the usefulness of accountinginformation. it makes reported profit in the financial statements vary from actu...

Covariate-adjusted regression was recently proposed for situations where both predictors and response in a regression model are not directly observed, but are observed after being contaminated by unknown functions of a common observable covariate. The method has been appealing because of its flexibility in targeting the regression coefficients under different forms of distortion. We extend this...