Concepedia

Quantitative Credit Scoring

Quantitative Credit Scoring is a systematic methodology that belongs to the class of credit evaluation techniques, distinguished by its reliance on mathematical models and statistical analyses of numerical financial data to assess the creditworthiness of borrowers.

208

Publications

15.2K

Citations

475

Authors

288

Institutions

Publications per year

2017–2026

73

Parents

Publications

208

Benchmarking state-of-the-art classification algorithms for credit scoring: An update of research

Stefan Lessmann, Bart Baesens, Hsin‐Vonn Seow et al. · European Journal of Operational Research · 2015 · 1.1K citations · Full text

, , +14

Credit rating analysis with support vector machines and neural networks: a market comparative study

Zan Huang, Hsinchun Chen, Chia‐Jung Hsu et al. · Decision Support Systems · 2003 · 1K citations

, , +17

Microcredit in Theory and Practice: Using Randomized Credit Scoring for Impact Evaluation

Dean Karlan, Jonathan Zinman · Science · 2011 · 492 citations

, , +14

A Note on the Comparison of Logit and Discriminant Models of Consumer Credit Behavior

John C. Wiginton · Journal of Financial and Quantitative Analysis · 1980 · 437 citations

, , +16

Statistical and machine learning models in credit scoring: A systematic literature survey

Xolani Dastile, Turgay Çelik, Moshe Moses Potsane · Applied Soft Computing · 2020 · 368 citations

, , +16

1–5 of 208

Authors

475

  1. SY
    So Young Sohn

    Yonsei University, South Korea

    7 publications · 225 citations

    7

    h-index

  2. BB
    Bart Baesens

    KU Leuven, Belgium

    5 publications · 1.6K citations

    5

    h-index

  3. EI
    Edward I. Altman

    New York University, United States

    4 publications · 469 citations

    4

    h-index

  4. GZ
    Guoping Zeng

    Plano Cancer Institute, United States

    4 publications · 220 citations

    4

    h-index

  5. CZ
    Constantin Zopounidis

    Technical University of Crete, Greece

    3 publications · 182 citations

    3

    h-index

1–5 of 475

Institutions

288

  1. Yonsei University

    Seoul, South Korea

    7 h-index

    15 publications

    463 citations

  2. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    11 publications

    509 citations

  3. KU Leuven

    Leuven, Belgium

    4 h-index

    8 publications

    2K citations

  4. New York University

    New York, United States

    4 h-index

    5 publications

    558 citations

  5. Southwestern University of Finance and Economics

    Chengdu, China

    4 h-index

    9 publications

    758 citations

  6. Technical University of Crete

    Chania, Greece

    3 h-index

    8 publications

    477 citations

  7. University of California, Los Angeles

    Los Angeles, United States

    3 h-index

    3 publications

    294 citations

  8. Federal Reserve

    Washington D.C., United States

    3 h-index

    9 publications

    481 citations

1–8 of 288

Venues

  1. Expert Systems with Applications

    22 publications · 1.9K citations

    20

    h-index

  2. European Journal of Operational Research

    8 publications · 2.3K citations

    8

    h-index

  3. Applied Soft Computing

    7 publications · 838 citations

    7

    h-index

  4. SSRN Electronic Journal

    Repository · 5 publications · 119 citations

    5

    h-index

  5. Journal of the Operational Research Society

    OR · 5 publications · 243 citations

    5

    h-index

1–5