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Credit scoring and reject inference with mixture models
2 references·16 citing·36 second hop
Credit scoring and reject inference with mixture models (1999)Credit scoring and reject inference with …An econometric analysis of the bank credit scoring problem (1989)An econometric analysis of th…Credit Scoring and the Equal Credit Opportunity Act (1978)Credit Scoring and the Equal …Louvain community-based label assignment for reject inference in peer-to-peer lending (2025)Louvain community-based label…Fighting sampling bias: A framework for training and evaluating credit scoring models (2025)Fighting sampling bias: A fra…Transductive Semi-Supervised Metric Network for Reject Inference in Credit Scoring (2023)Transductive Semi-Supervised …Deep generative models for reject inference in credit scoring (2020)Deep generative models for re…A new approach in reject inference of using ensemble learning based on global semi-supervised framework (2020)A new approach in reject infe…A Novel Reject Inference Model Using Outlier Detection and Gradient Boosting Technique in Peer-to-Peer Lending (2019)A Novel Reject Inference Mode…A rejection inference technique based on contrastive pessimistic likelihood estimation for P2P lending (2018)A rejection inference techniq…Selection bias in credit scorecard evaluation (2013)Selection bias in credit scor…Modified logistic regression using the EM algorithm for reject inference (2013)Modified logistic regression …Mining the Banking Customer Behavior Using Clustering and Association Rules Methods (2010)Mining the Banking Customer B…Reject inference in survival analysis by augmentation (2009)Reject inference in survival …Enhancing Consumer Behavior Analysis by Data Mining Techniques (2009)Enhancing Consumer Behavior A…Downloads and citations in Intelligent Systems in Accounting, Finance and Management (2009)Downloads and citations in In…Reject inference in credit operations based on survival analysis (2005)Reject inference in credit op…Improving the Comparability of Insolvency Predictions (2005)Improving the Comparability o…The Economic Value of Reject Inference in Credit Scoring (2001)The Economic Value of Reject …Scoring Rules for Continuous Probability Distributions (1976)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Options, Futures and Other Derivatives (2003)Determinants of Financial Performance of Jordan Islamic Bank (2015)Limited-dependent and qualitative variables in econometrics (1983)Reflections on the Decline of Science in England, and on Some of its Causes (2013)The Estimation of Choice Probabilities from Choice Based Samples (1977)Predicting criminal recidivism using ‘split population’ survival time models (1989)Testing for Liquidity Constraints in Euler Equations with Complementary Data Sources (1998)A stochastic frontier model with correction for sample selection (2009)Reject inference applied to logistic regression for credit scoring (1993)Defining attributes for scorecard construction in credit scoring (2000)Statistical and data mining methods in credit scoring (2016)Not if but When will Borrowers Default (1999)Survival Analysis Methods for Personal Loan Data (2002)Credit scoring with macroeconomic variables using survival analysis (2008)A Framework of Global Credit-Scoring Modeling Using Outlier Detection and Machine Learning in a P2P Lending Platform (2022)Comparing the predictive performance of a neural network model with some traditional market response models (1994)Optimal Selection for Direct Mail (1995)Classifying the segmentation of customer value via RFM model and RS theory (2008)FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)Judging Borrowers by the Company They Keep: Friendship Networks and Information Asymmetry in Online Peer-to-Peer Lending (2012)Benchmarking state-of-the-art classification algorithms for credit scoring: An update of research (2015)Improving Credit Risk Prediction in Online Peer-to-Peer (P2P) Lending Using Feature selection with Deep learning (2019)Forecasting loss given default for peer-to-peer loans via heterogeneous stacking ensemble approach (2021)A survey of credit and behavioural scoring: forecasting financial risk of lending to consumers (2000)Predicting mortgage default using convolutional neural networks (2018)A CWGAN-GP-based multi-task learning model for consumer credit scoring (2022)Reject inference in credit scoring using a three-way decision and safe semi-supervised support vector machine (2022)Advancing credit risk modelling with Machine Learning: A comprehensive review of the state-of-the-art (2024)Credit Rationing in Markets with Imperfect Information (1981)Benchmarking state-of-the-art classification algorithms for credit scoring (2003)Risk-return modelling in the p2p lending market: Trends, gaps, recommendations and future directions (2021)P2P Lending Default Prediction Based on AI and Statistical Models (2022)Does reject inference really improve the performance of application scoring models? 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this work references cited by second hop

References

  • 1989An econometric analysis of the bank credit scoring problem284 cited
  • 1978Credit Scoring and the Equal Credit Opportunity Act56 cited

Cited by

  • 2020Deep generative models for reject inference in credit scoring53 cited
  • 2018A rejection inference technique based on contrastive pessimistic likelihood estimation for P2P lending48 cited
  • 2019A Novel Reject Inference Model Using Outlier Detection and Gradient Boosting Technique in Peer-to-Peer Lending44 cited
  • 2005Reject inference in credit operations based on survival analysis29 cited
  • 2010Mining the Banking Customer Behavior Using Clustering and Association Rules Methods26 cited
  • 2009Reject inference in survival analysis by augmentation25 cited
  • 2005Improving the Comparability of Insolvency Predictions25 cited
  • 2013Selection bias in credit scorecard evaluation21 cited
  • 2009Enhancing Consumer Behavior Analysis by Data Mining Techniques20 cited
  • 2020A new approach in reject inference of using ensemble learning based on global semi-supervised framework20 cited
  • 2009Downloads and citations in Intelligent Systems in Accounting, Finance and Management16 cited
  • 2025Louvain community-based label assignment for reject inference in peer-to-peer lending16 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

  • 2025Fighting sampling bias: A framework for training and evaluating credit scoring models15 cited
  • 2013Modified logistic regression using the EM algorithm for reject inference15 cited
  • 2001The Economic Value of Reject Inference in Credit Scoring15 cited
  • 2023Transductive Semi-Supervised Metric Network for Reject Inference in Credit Scoring14 cited