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Data analytics for non-life insurance pricing

Wüthrich, Mario V.; Buser, Christoph - 2017 - Draft lecture notes, version January 27, 2017

regression trees, bagging, random forest, boosting machines and neural networks. Finally, we provide methodologies for analysing …

Persistent link: https://www.econbiz.de/10011625588

Predicting football outcomes from Spanish league using machine learning models

Lewandowski, Michał; Chlebus, Marcin - 2021

Persistent link: https://www.econbiz.de/10012816703

Estimating heterogeneous reactions to experimental treatments

Engel, Christoph - 2019 - This version: January 20, 2019

Frequently in experiments there is not only variance in the reaction of participants to treatment. The heterogeneity is patterned: discernible types of participants react differently. In principle, a finite mixture model is well suited to simultaneously estimate the probability that a given...

Persistent link: https://www.econbiz.de/10011977868

Consumer research with big data : applications from the Food Demand Survey (FooDS)

Lusk, Jayson L. - In: American journal of agricultural economics 99 (2017) 2, pp. 303-320

Persistent link: https://www.econbiz.de/10011761228

Predicting solutions of large-scale optimization problems via machine learning : a case study in blood supply chain management

Abbasi, Babak; Babaei, Toktam; Hosseinifard, Zahra; … - In: Computers & operations research : and their … 119 (2020), pp. 1-20

Persistent link: https://www.econbiz.de/10012236824

Enhanced predictive models for construction costs : a case study of Turkish mass housing sector

Ugur, Latif Onur; Kanit, Recep; Erdal, Hamit; Namli, Ersin - In: Computational economics 53 (2019) 4, pp. 1403-1419

Persistent link: https://www.econbiz.de/10012135256

Managing uncertainty in ferry terminals : a machine learning approach

Ansorena, Iñigo L.; Lopez Ansorena, César - In: International journal of business information systems : … 33 (2020) 2, pp. 285-297

Persistent link: https://www.econbiz.de/10012172529

Column generation based heuristic for learning classification trees

Firat, Murat; Crognier, Guillaume; Gabor, Adriana F.; … - In: Computers & operations research : and their … 116 (2020), pp. 1-11

Persistent link: https://www.econbiz.de/10012164803

Estimating heterogeneous reactions to experimental treatments

Engel, Christoph - In: Journal of economic behavior & organization : JEBO 178 (2020), pp. 124-147

Persistent link: https://www.econbiz.de/10012438304

Carnival optimizes revenue and inventory across heterogenous cruise line brands

Beck, Justin; Harvey, John; Kaylen, Kristina; Sala, Corrado - In: INFORMS journal on applied analytics 51 (2021) 1, pp. 26-41

Persistent link: https://www.econbiz.de/10012498806