Most-cited papers on predictive extreme value field external

Ranked by citation count via OpenAlex. Citations update on a rolling basis; list regenerates every 24h.

1. Predictive value of epidermal growth factor receptor expression for first-line chemotherapy plus cetuximab in patients with head and neck and colorectal cancer: Analysis of data from the EXTREME and CRYSTAL studies

   2012 · European Journal of Cancer · Licitra, Lisa, Störkel, Stephan, Kerr, Keith M. et al.

   171 cited

2. Atmospheric seasonal forecasts of the twentieth century: multi‐decadal variability in predictive skill of the winter North Atlantic Oscillation (NAO) and their potential value for extreme event attribution

   2016 · Quarterly Journal of the Royal Meteorological Society · Weisheimer, Antje, Schaller, Nathalie, O’Reilly, Christopher et al.

   162 cited

3. Predicting Cyber Attack Rates With Extreme Values

   2015 · IEEE Transactions on Information Forensics and Security · Zhan, Zhenxin, Xu, Maochao, Xu, Shouhuai

   107 cited

4. Comparison of statistical downscaling methods with respect to extreme events over Europe: Validation results from the perfect predictor experiment of the COST Action VALUE

   2018 · International Journal of Climatology · Hertig, Elke, Maraun, Douglas, Bartholy, Judit et al.

   105 cited

5. Estimation of Value-at-Risk by extreme value and conventional methods: a comparative evaluation of their predictive performance

   2005 · Journal of International Financial Markets Institutions and Money · Bekiros, Stelios, Georgoutsos, Dimitris A.

   73 cited

6. Eye spy: The predictive value of fixation patterns in detecting subtle and extreme emotions from faces

   2014 · Cognition · Vaidya, Avinash R., Jin, Chenshuo, Fellows, Lesley K.

   69 cited

7. How to explain and predict the shape parameter of the generalized extreme value distribution of streamflow extremes using a big dataset

   2019 · Journal of Hydrology · Tyralis, Hristos, Papacharalampous, Georgia, Tantanee, Sarintip

   67 cited

8. Predicting increasing high severity area burned for three forested regions in the western United States using extreme value theory

   2018 · Forest Ecology and Management · Keyser, A., Westerling, A. L.

   47 cited

9. Application of extreme value theory for predicting violations of air quality standards for an urban road intersection

   1999 · Transportation Research Part D Transport and Environment · Sharma, Prateek, Khare, Mukesh, Chakrabarti, Saumen

   45 cited

10. Comparison of extreme value statistics methods for predicting maximum inclusion size in clean steels

    1999 · Ironmaking & Steelmaking Processes Products and Applications · Shi, Guang, Atkinson, H.V., Sellars, C.M. et al.

    43 cited

11. The accuracy of design values predicted from extreme value analysis

    2001 · Journal of Wind Engineering and Industrial Aerodynamics · Harris, R.I.

    41 cited

12. The First Positive: Computing Positive Predictive Value at the Extremes

    2000 · Annals of Internal Medicine · Smith, James E., Winkler, Robert L., Fryback, Dennis G.

    41 cited

13. Predicting extreme value at risk: Nonparametric quantile regression with refinements from extreme value theory

    2012 · Computational Statistics & Data Analysis · Schaumburg, Julia

    37 cited

14. Predictive performance of conditional Extreme Value Theory in Value-at-Risk estimation

    2008 · International Journal of Monetary Economics and Finance · Ghorbel, Ahmed, Trabelsi, Abdelwahed

    36 cited

15. Predicting the Impact of Climate Change on Severe Wintertime Particulate Pollution Events in Beijing Using Extreme Value Theory

    2019 · Geophysical Research Letters · Pendergrass, Drew C., Shen, Lu, Jacob, Daniel J. et al.

    35 cited

16. Does the social context help with understanding and predicting the choice of activity type and duration? An application of the Multiple Discrete-Continuous Nested Extreme Value model to activity diary data

    2017 · Transportation Research Part A Policy and Practice · Calastri, Chiara, Hess, Stephane, Daly, Andrew et al.

    35 cited

17. Mixed Skewness Probability Modeling and Extreme Value Predicting for Physical System Input–Output Based on Full Bayesian Generalized Maximum-Likelihood Estimation

    2023 · IEEE Transactions on Instrumentation and Measurement · Zhang, Xiaonan, Ding, Youliang, Zhao, Hanwei et al.

    34 cited

18. Application of Extreme Value Theory in Predicting Climate Change Induced Extreme Rainfall in Kenya

    2019 · International Journal of Statistics and Probability · Onwuegbuche, Faithful Chiagoziem, Kenyatta, Alpha B., Affognon, Steeven Belvinos et al.

    23 cited

19. Do Simulated Traffic Conflicts Predict Crashes? An Investigation Using the Extreme Value Approach

    2019 · Zheng, Lai, Sayed, Tarek, Essa, Mohamed et al.

    23 cited

20. Enhancing Time Series Predictors with Generalized Extreme Value Loss

    2021 · IEEE Transactions on Knowledge and Data Engineering · Zhang, Mi, Ding, Daizong, Pan, Xudong et al.

    22 cited

21. A New Approach to Predict the Pit Depth Extreme Value of a Localized Corrosion Process

    2003 · ISIJ International · Najjar, Denis, Bigerelle, Maxence, Lefebvre, Claire et al.

    20 cited

22. On predictive distribution functions for the three asymptotic extreme value distributions

    1992 · Structural Safety · Engelund, S., Rackwitz, R.

    19 cited

23. A Prospective Blinded Study of the Predictive Value of an Extreme Drug Resistance Assay in Patients Receiving CPT-11 for Recurrent Glioma

    2004 · Journal of Neuro-Oncology · Parker, R. J., Fruehauf, John P., Mehta, Rita S. et al.

    18 cited

24. An Extreme-Value Model for Predicting the Results of Horse Races

    1984 · Journal of the Royal Statistical Society Series C (Applied Statistics) · Henery, R. J.

    15 cited

25. Monte–Carlo Based Method for Predicting Extreme Value Statistics of Uncertain Structures

    2010 · Journal of Engineering Mechanics · Saha, Nilanjan, Næss, Arvid

    14 cited

26. Longitudinal Changes and Predictive Value of Multiparametric MRI Features for Prostate Cancer Patients Treated with MRI-Guided Lattice Extreme Ablative Dose (LEAD) Boost Radiotherapy

    2022 · Cancers · Algohary, Ahmad, Alhusseini, Mohammad, Breto, Adrian et al.

    14 cited

27. Predicting violations of national ambient air quality standards using extreme value theory for Delhi city

    2011 · Atmospheric Pollution Research · Sharma, Pragati, Sharma, Pragati, Chandra, Avinash et al.

    14 cited

28. Predicting Huntington’s Disease: Extreme Learning Machine with Missing Values

    2017 · Proceedings in adaptation, learning and optimization · Eirola, Emil, Akusok, Anton, Björk, Kaj-Mikael et al.

    13 cited

29. Predicting maximum depth of corrosion using extreme value analysis and Bayesian inference

    2016 · International Journal of Pressure Vessels and Piping · Kasai, Naoya, Mori, Shunsuke, Tamura, Koichi et al.

    12 cited

30. Predicting Electric Vehicle Charging Demand using Mixed Generalized Extreme Value Models with Panel Effects

    2018 · Procedia Computer Science · Berkelmans, Guus, Berkelmans, Wouter, Piersma, Nanda et al.

    12 cited