[图书][B] Time series analysis by state space methods

J Durbin, SJ Koopman - 2012 - books.google.com
This new edition updates Durbin & Koopman's important text on the state space approach to
time series analysis. The distinguishing feature of state space time series models is that …

Generalized autoregressive score models with applications

D Creal, SJ Koopman, A Lucas - Journal of Applied …, 2013 - Wiley Online Library
We propose a class of observation‐driven time series models referred to as generalized
autoregressive score (GAS) models. The mechanism to update the parameters over time is …

Frailty correlated default

D Duffie, A Eckner, G Horel, L Saita - The Journal of Finance, 2009 - Wiley Online Library
The probability of extreme default losses on portfolios of US corporate debt is much greater
than would be estimated under the standard assumption that default correlation arises only …

Multiperiod corporate default prediction—A forward intensity approach

JC Duan, J Sun, T Wang - Journal of Econometrics, 2012 - Elsevier
A forward intensity model for the prediction of corporate defaults over different future periods
is proposed. Maximum pseudo-likelihood analysis is then conducted on a large sample of …

Modeling the effect of macroeconomic factors on corporate default and credit rating transitions

S Figlewski, H Frydman, W Liang - International Review of Economics & …, 2012 - Elsevier
We explore how general economic conditions impact defaults and major credit rating
changes by fitting reduced-form Cox intensity models with a broad range of macroeconomic …

Exploring the sources of default clustering

S Azizpour, K Giesecke, G Schwenkler - Journal of Financial Economics, 2018 - Elsevier
We study the sources of corporate default clustering in the United States. We reject the
hypothesis that firms' default times are correlated only because their conditional default rates …

Modelling financial high frequency data using point processes

L Bauwens, N Hautsch - Handbook of financial time series, 2009 - Springer
We survey the modelling of financial markets transaction data characterized by irregular
spacing in time, in particular so-called financial durations. We begin by reviewing the …

Empirical research on corporate credit-ratings: A literature review

AB Matthies - 2013 - econstor.eu
We report on the current state and important older findings of empirical studies on corporate
credit ratings and their relationship to ratings of other entities. Specifically, we consider the …

Reduced-form models of correlated default timing: a systematic literature review

H Nguyen, X Zhou - Journal of Accounting Literature, 2023 - emerald.com
Purpose This paper aims to provide an overview, a classification of existing research groups
for correlated default models using a reduced-form method and an identification of future …

Systemic risk: What defaults are telling us

K Giesecke, B Kim - Management Science, 2011 - pubsonline.informs.org
This paper develops dynamic measures of the systemic risk of the financial sector as a
whole. It defines systemic risk as the conditional probability of failure of a sufficiently large …