Estimation of housing price jump risks and their impact on the valuation of mortgage insurance contracts
MC Chen, CC Chang, SK Lin… - Journal of Risk and …, 2010 - Wiley Online Library
Housing price jump risk and the subprime crisis have drawn more attention to the precise
estimation of mortgage insurance premiums. This study derives the pricing formula for …
estimation of mortgage insurance premiums. This study derives the pricing formula for …
[PDF][PDF] Machine learning and artificial neural networks to construct P2P lending credit-scoring model: A case using Lending Club data
…, LK Yang, RH Tsaih, SK Lin - Quantitative Finance and …, 2022 - aimspress.com
In this study, we constructed the credit-scoring model of P2P loans by using several machine
learning and artificial neural network (ANN) methods, including logistic regression (LR), a …
learning and artificial neural network (ANN) methods, including logistic regression (LR), a …
Pricing derivatives with modeling CO2 emission allowance using a regime-switching jump diffusion model: with regime-switching risk premium
CY Li, SN Chen, SK Lin - The European Journal of Finance, 2016 - Taylor & Francis
Carbon markets trade the spot European Union Allowance (EUA), with one EUA providing
the right to emit one tone of carbon dioxide (CO 2 ). We examine the spot EUA returns in …
the right to emit one tone of carbon dioxide (CO 2 ). We examine the spot EUA returns in …
Intelligent portfolio construction via news sentiment analysis
MC Hung, PH Hsia, XJ Kuang, SK Lin - International Review of Economics …, 2024 - Elsevier
In this study, we apply deep learning and natural language processing methods to construct
the view distribution in the Black–Litterman model. We implement this approach for portfolio …
the view distribution in the Black–Litterman model. We implement this approach for portfolio …
Pricing mortgage insurance contracts under housing price cycles with jump risk: evidence from the UK housing market
…, WR Yang, MC Chen, SK Lin - The European Journal of …, 2018 - Taylor & Francis
Previous studies have investigated the determinants of housing price cycles in the housing
market; however, we observed the phenomenon of housing price jumps in the 2007 …
market; however, we observed the phenomenon of housing price jumps in the 2007 …
Theoretical and empirical analysis of options in open market share repurchases of Taiwan companies
PL Tsai, YL Hsu, HH Chih, SK Lin - International Review of Economics & …, 2022 - Elsevier
This paper derives option pricing models to formulize the flexibility and conditions that
managers have in open market share repurchase programs in Taiwan. We extend the exchange …
managers have in open market share repurchase programs in Taiwan. We extend the exchange …
Valuation of catastrophe equity puts with Markov‐modulated Poisson processes
CC Chang, SK Lin, MT Yu - Journal of Risk and Insurance, 2011 - Wiley Online Library
We derive the pricing formula for catastrophe equity put options (CatEPuts) by assuming
catastrophic events follow a Markov Modulated Poisson process (MMPP) whose intensity varies …
catastrophic events follow a Markov Modulated Poisson process (MMPP) whose intensity varies …
The valuation of contingent capital with catastrophe risks
SK Lin, CC Chang, MR Powers - Insurance: Mathematics and Economics, 2009 - Elsevier
The Intergovernmental Panel on Climate Change Fourth Assessment Report (2007) indicates
that unanticipated catastrophic events could increase with time because of global warming…
that unanticipated catastrophic events could increase with time because of global warming…
[HTML][HTML] Upside and downside correlated jump risk premia of currency options and expected returns
JC He, HH Chang, TF Chen, SK Lin - Financial Innovation, 2023 - Springer
This research explores upside and downside jumps in the dynamic processes of three rates:
domestic interest rates, foreign interest rates, and exchange rates. To fill the gap between …
domestic interest rates, foreign interest rates, and exchange rates. To fill the gap between …
A tale of two regimes: theory and empirical evidence for a Markov-modulated jump diffusion model of equity returns and derivative pricing implications
C Chang, CD Fuh, SK Lin - Journal of Banking & Finance, 2013 - Elsevier
We provide closed-form solutions for a continuous time, Markov-modulated jump diffusion
model in a general equilibrium framework for options prices under a variety of jump diffusion …
model in a general equilibrium framework for options prices under a variety of jump diffusion …