Simulation results are reported on methods that allow both within group and between group heteroscedasticity when testing the hypothesis that independent groups have identical regression parameters. The methods are based on a combination of extant techniques, but their finite-sample properties have not been studied. Included are results on the impact of removing all leverage points or just bad ...

This study investigates whether deviation from target leverage (leverage adjustment speed) in firms with small positive earnings (i.e., SPOS) is higher (slower) than that of other firms. We find evidence suggesting that managers of SPOS manipulate sales, production processes, and discretionary expenses to avoid reporting losses. Our results show that deviation from target leverage in SPOS is hi...

The linear absolute shrinkage and selection operator(Lasso) method improves the low prediction accuracy and poor interpretation of the ordinary least squares(OLS) estimate through the use of L1 regularization on the regression coefficients. However, the Lasso is not robust to outliers, because the Lasso method minimizes the sum of squared residual errors. Even though the least absolute deviatio...

T he cyclical banks have different behavior than other banks. The structure of the balance sheet in cyclical banks is different from anti-cyclical banks. The cyclical banks have a relationship between leverage growth and asset growth while the other banks have no relationship between asset growth and leverage growth in the banking system. This relationship depends on the structure of...

Data mapping is the essence of being human. This report follows the process of data mapping; the transmission of a structured utterance from one domain to another. It starts with signals in the world and moves through experience and engagement with the world through those signals. The paper develops descriptions of the materials and mechanisms of data mapping. The descriptions are aids and conv...

The paper, motivated by the extent of government involvement in the financial sectors of many countries, presents a model of a link between financial intermediation and economic growth. The model conceptualises a financial leverage coefficient, a construct which is the outcome of aggravated moral hazard generated by a combination of government involvement in financial intermediation and the pre...