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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

Big data analytics : a new perspective

Chudik, Alexander; Kapetanios, George; Pesaran, M. Hashem - 2016

Model specification and selection are recurring themes in econometric analysis. Both topics become considerably more complicated in the case of large-dimensional data sets where the set of specification possibilities can become quite large. In the context of linear regression models, penalised...

Persistent link: https://www.econbiz.de/10011444508

Big data analytics : a new perspective

Chudik, Akexander; Kapetanios, George; Pesaran, M. Hashem - 2016

Persistent link: https://www.econbiz.de/10011455779

Associative classification apporaches : review and comparison

Abdelhamid, Neda; Thabtah, Fadi - In: Journal of information & knowledge management : JIKM 13 (2014) 3, pp. 1-30

Persistent link: https://www.econbiz.de/10010438960

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

Improving retail banking loans recovery via data mining techniques : a case study from Indian market

Ravi, Vadlamani; Koparkar, Sagar; Raju, N. Prudhvi; … - In: International journal of electronic customer … 9 (2015) 2/3, pp. 189-201

Persistent link: https://www.econbiz.de/10011586459

Spatial econometric modelling of massive datasets : the contribution of data mining

Arbia, Giuseppe; Tabasso, M. - 2013

could benefit from the cross-fertilization spatial data mining techniques such as Classification and Regression Trees (CART …). We use the CART algorithm to fit empirical data and produce a tree with optimal tree size for different specifications of …-residuals obtained from the regression tree analysis and we compare the accuracy and performance of different versions of CART that take …

Persistent link: https://www.econbiz.de/10011532588

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

Are charter value and supervision aligned? : a segmentation analysis

Aparicio, Juan; Duran, Miguel A.; Lozano Vivas, Ana; … - In: Journal of financial stability 37 (2018), pp. 60-73

Persistent link: https://www.econbiz.de/10012156944

Impact of COVID-19 on G20 countries : analysis of economic recession using data mining approaches

Taylan, Osman; Alkabaa, Abdulaziz Saud; Yılmaz, … - In: Financial innovation : FIN 8 (2022), pp. 1-30

The G20 countries are the locomotives of economic growth, representing 64% of the global population and including 4.7 billion inhabitants. As a monetary and market value index, real gross domestic product (GDP) is affected by several factors and reflects the economic development of countries....

Persistent link: https://www.econbiz.de/10013368599