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Using Artificial Neural Network techniques to improve the description and prediction of household financial ratios

Journal of Behavioral and Experimental Finance, 2020
The purpose of the study described in this paper was to shed light on the need for alternative methods to improve descriptions and predictions of household financial ratios.
Wookjae Heo   +3 more
semanticscholar   +1 more source

Bankruptcy prediction using imaged financial ratios and convolutional neural networks

Expert systems with applications, 2019
Convolutional neural networks are being applied to identification problems in a variety of fields, and in some areas are showing higher discrimination accuracies than conventional methods.
T. Hosaka
semanticscholar   +1 more source

Financial Pareto ratios

Quantitative Finance, 2007
Ratios of random variables arise most frequently in accounting. There are many financial indices that take the form of ratios.
Saralees Nadarajah, Samuel Kotz
openaire   +1 more source

RANKING OF FINANCIAL RATIOS

Journal of International Finance and Economics, 2015
Financial ratios have been used in various models to predict stock price since the 1960's (Altman, 1968). A few prominent models include the Piotroski score (Piotroski 2000), Fama-MacBeth regression (Fama & MacBeth, 1973), and the F-R model (Francis & Rowell,1978).
Zhang, Aimao, Kersey, Scott N.
openaire   +2 more sources

Generalized financial ratios

Mathematical Methods in the Applied Sciences, 2007
AbstractRatios of random variables are prevalent in finance. Examples include: current ratio, sales margin, changes in capital employed, interest cover, liabilities ratio and financial leverage ratio. In this note, we derive the exact distribution of the ratio X/(X + Y) when X and Y are independent generalized Pareto random variables, Pareto ...
Nadarajah, Saralees, Kotz, Samuel
openaire   +2 more sources

The proportionality of financial ratios: implications for ratio classifications

Applied Financial Economics, 1996
Studies investigating financial ratio proportionality are incorporated with studies related to the empirical classification patterns of financial ratios. The proportionality assumption of ratios seems to hold rather well in a sample of listed Finnish firms.
Juha-Pekka Kallunki   +2 more
openaire   +1 more source

Summary of Financial Ratios

SSRN Electronic Journal, 2008
A selection of twenty common ratios used in financial statement analysis covering five key aspects: Liquidity; Activity; Profitability; Leverage; and Equity Valuation. This summary includes a brief description of the variables as well as the construction of the formulae.
openaire   +1 more source

The Financial Burden of Cancer: Financial Ratio Analysis

Journal of Family and Economic Issues, 2018
Using nine biannual waves (1998–2014) from the Health and Retirement Study, this study employed fixed-effects models to estimate the relationship between cancer and changes in financial status, measured by liquidity, solvency, and investment ratios. Results show that cancer survivors in the initial stage of cancer care increased their emergency fund ...
Radion Svynarenko   +2 more
openaire   +1 more source

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