FINANCES OF RUSSIA AGRARIAN COMPANIES: SCORING MODELING FOR ESTIMATING
The paper presents the authors’ estimations according to the scoring modeling techniques; also, internationally spread models of bankruptcy forecasting are systematized. Advantages and disadvantages of dynamic modelling methods as applied to financial condition assessment are presented here. Methodological problems of financial modelling are explained here in detail. Regression, logit-regression and discriminant models are built on the basis of data on the Rosselkhozbank and Sberbank of Russia regulations, taking into account the agrarian specifics of organizations and regional specificity of the Omsk region. An attempt has been made to balance the simplicity of calculations and the accuracy of predictions. Graphs, to be used for express analysis, are constructed on the basis of two core financial indicators.
Collins, R. A. and Green, R. D. (1982). Statistical methods for bankruptcy forecasting. Journal of Economics and Business, 32.
Laitinen Т., Kankaanpaa M. (1999). Comparative analysis of failure prediction methods: the Finnish case. The European Accounting Review, 8 (l),89.
Lennox C. (1999). Identifying Failing Companies: A Re-evaluation of the Logit-, Probit- and DA Approaches. Journal of Economics and Business, 51,4.
Ooghe, H., & Balcaen, S. (2002). Are failure prediction models transferable from one country to another? An empirical study using Belgian financial statements. Belgium. Ghent University.
Patlasov O.Yu., Vasina N.V. (2008). Models of financial state assessment for the purpose of solvency analysis. Economics of agricultural and processing enterprises, 12, 87.
Patlasov O.Yu., Vasina N.V. (2009). Modeling the borrowers (legal entities) solvency. Audit and financial analysis, 5, 103.
Patlasov O.Yu., Vasina N.V. (2013). Models for the borrowers (agricultural organizations) solvency assessment. Finance and Credit, 39, 18-24.
Patlasov O.Yu., Vasina N.V. (2014). The technique of borrower's solvency analysis and scoring modeling. Actual Problems of Economics, 10 (160), 490-503.
Postin K. M., Harmon K.W., Gramlich J.D. (1994). A Test of Financial Ratios as Predictors of Turnaround Versus Failure Among Financially Distressed Firms. Journal of Applied Business Research, 10, 298-325.
Voronin V.T. (1994) Time as the space for events (sociophilosophical aspect). Humanities in Siberia, 1, 20-25. (in Russian).
International College Suan Sunandha
Rajabhat University, Bangkok, Thailand