Ultimate recovery mixtures

EI Altman, EA Kalotay - Journal of Banking & Finance, 2014 - Elsevier
We propose a relatively simple, accurate and flexible approach to forecasting the distribution
of defaulted debt recovery outcomes. Our approach is based on mixtures of Gaussian …

The use of financial ratio models to help investors predict and interpret significant corporate events

BK Ak, PM Dechow, Y Sun… - Australian journal of …, 2013 - journals.sagepub.com
A firm in a steady state generates predictable income and investors can generally agree on
its valuation. However, when a significant corporate event occurs this creates greater …

How strong are the linkages between real estate and other sectors in China?

S Chan, G Han, W Zhang - Research in International Business and …, 2016 - Elsevier
International experience points to the critical role of stable property markets in maintaining
financial stability. This paper investigates the real and financial linkages between real estate …

[BOOK][B] Multicriteria analysis in finance

M Doumpos, C Zopounidis - 2014 - Springer
Since the 1970s, the field of finance has evolved rapidly, driven by the advances in
information technology and the introduction of financial innovations involving new financial …

Combining market and accounting-based models for credit scoring using a classification scheme based on support vector machines

D Niklis, M Doumpos, C Zopounidis - Applied Mathematics and …, 2014 - Elsevier
Credit risk rating is an important issue for both financial institutions and companies,
especially in periods of economic recession. There are many different approaches and …

Default probability estimation via pair copula constructions

L Dalla Valle, ME De Giuli, C Tarantola… - European Journal of …, 2016 - Elsevier
In this paper we present a novel approach for firm default probability estimation. The
methodology is based on multivariate contingent claim analysis and pair copula …

[PDF][PDF] Energy transition and financial stability. Implications for the Spanish deposit-taking institutions

M Delgado - Financial Stability Review, 2019 - bde.es
In recent years, global warming and climate change have become highly prominent among
society's main concerns. Most countries are adopting strategies to reduce greenhouse gas …

[HTML][HTML] On unbalanced sampling in bankruptcy prediction

M Gruszczyński - International Journal of Financial Studies, 2019 - mdpi.com
The paper discusses methodological topics of bankruptcy prediction modelling—
unbalanced sampling, sample bias, and unbiased predictions of bankruptcy. Bankruptcy …

Market-based credit ratings

DD Creal, RB Gramacy, RS Tsay - Journal of Business & Economic …, 2014 - Taylor & Francis
We present a methodology for rating in real-time the creditworthiness of public companies in
the US from the prices of traded assets. Our approach uses asset pricing data to impute a …

Understanding Credit Risk of Chinese Companies using Machine Learning: A Default-Based Approach

EI Altman, X Hu, J Yu - NYU Stern School of Business, Forthcoming, 2021 - papers.ssrn.com
In response to the recent elevated corporate credit risk environment in China, we develop a
probability of default (PD) measure based on corporate bond defaults using the machine …