Jonathan Crook

Orcid: 0000-0003-2198-4224

According to our database1, Jonathan Crook authored at least 45 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
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PhD thesis 
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Links

Online presence:

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Bibliography

2024
<i>Journal of the Operational Research Society</i> (JORS): The last 40 years.
J. Oper. Res. Soc., February, 2024

2023
Joint models of multivariate longitudinal outcomes and discrete survival data with INLA: An application to credit repayment behaviour.
Eur. J. Oper. Res., October, 2023

Sensitivity of stress testing metrics to estimation risk, account behaviour and volatility for credit defaults.
J. Oper. Res. Soc., July, 2023

Joint models for longitudinal and discrete survival data in credit scoring.
Eur. J. Oper. Res., June, 2023

The role of web browsing in credit risk prediction.
Decis. Support Syst., 2023

Joint model for longitudinal and spatio-temporal survival data.
CoRR, 2023

2022
Editorial.
J. Oper. Res. Soc., 2022

Multihorizon discrete time survival models.
J. Oper. Res. Soc., 2022

2021
Enhancing credit scoring with alternative data.
Expert Syst. Appl., 2021

2020
Reducing estimation risk using a Bayesian posterior distribution approach: Application to stress testing mortgage loan default.
Eur. J. Oper. Res., 2020

Spatial contagion in mortgage defaults: A spatial dynamic survival model with time and space varying coefficients.
Eur. J. Oper. Res., 2020

2019
Special issue on credit risk modelling.
J. Oper. Res. Soc., 2019

Identifying hidden patterns in credit risk survival data using Generalised Additive Models.
Eur. J. Oper. Res., 2019

Dynamic survival models with varying coefficients for credit risks.
Eur. J. Oper. Res., 2019

2018
Incorporating heterogeneity and macroeconomic variables into multi-state delinquency models for credit cards.
Eur. J. Oper. Res., 2018

2017
Dynamic prediction of financial distress using Malmquist DEA.
Expert Syst. Appl., 2017

Enhancing two-stage modelling methodology for loss given default with support vector machines.
Eur. J. Oper. Res., 2017

Credit Scoring and Its Applications, Second Edition.
Mathematics in industry 2, SIAM, ISBN: 978-1-611-97455-3, 2017

2016
A new Mixture model for the estimation of credit card Exposure at Default.
Eur. J. Oper. Res., 2016

The stability of survival model parameter estimates for predicting the probability of default: Empirical evidence over the credit crisis.
Eur. J. Oper. Res., 2016

Editorial.
Eur. J. Oper. Res., 2016

2015
Support vector regression for loss given default modelling.
Eur. J. Oper. Res., 2015

2014
Chinese companies distress prediction: an application of data envelopment analysis.
J. Oper. Res. Soc., 2014

Special issue credit risk modelling.
J. Oper. Res. Soc., 2014

Retail credit stress testing using a discrete hazard model with macroeconomic factors.
J. Oper. Res. Soc., 2014

Intensity models and transition probabilities for credit card loan delinquencies.
Eur. J. Oper. Res., 2014

2011
Editorial.
J. Oper. Res. Soc., 2011

2010
Editorial.
J. Oper. Res. Soc., 2010

Modelling take-up and profitability.
J. Oper. Res. Soc., 2010

Reject inference in survival analysis by augmentation.
J. Oper. Res. Soc., 2010

2009
Credit scoring with macroeconomic variables using survival analysis.
J. Oper. Res. Soc., 2009

Support vector machines for credit scoring and discovery of significant features.
Expert Syst. Appl., 2009

2007
Recent developments in consumer credit risk assessment.
Eur. J. Oper. Res., 2007

Reject inference, augmentation, and sample selection.
Eur. J. Oper. Res., 2007

Modelling profitability using survival combination scores.
Eur. J. Oper. Res., 2007

2005
Credit Scoring.
J. Oper. Res. Soc., 2005

Credit scoring, augmentation and lean models.
J. Oper. Res. Soc., 2005

Modelling the purchase propensity: analysis of a revolving store card.
J. Oper. Res. Soc., 2005

2003
Sample selection bias in credit scoring models.
J. Oper. Res. Soc., 2003

2002
Credit Scoring and Its Applications.
SIAM monographs on mathematical modeling and computation 6, SIAM, ISBN: 978-0-89871-483-8, 2002

2001
Recalibrating scorecards.
J. Oper. Res. Soc., 2001

The power to borrow and lend: investigating the cultural context as part of the lending decision.
J. Oper. Res. Soc., 2001

Editorial overview.
J. Oper. Res. Soc., 2001

Scoring by usage.
J. Oper. Res. Soc., 2001

1999
Not if but when will borrowers default.
J. Oper. Res. Soc., 1999


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