Comparative modelling analysis in the applications of parametric and nonparametric approaches


Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций

Конференция: International Scientific Workshop «MIP Engineering 2019: Advanced Technologies in Material Science, Mechanical and Automation Engineering»; Krasnoyarsk; Krasnoyarsk

Год издания: 2019

Аннотация: The paper considers the problem of estimating a sample that contains data characterizing one-room apartments in Krasnoyarsk. Two approaches are described: parametric and nonparametric. A linear regression model is used as a parametric structure. Nonparametric methods are implemented using the Nadaraya-Watson kernel estimate. The obПоказать полностьюtained results are compared as a result of which a conclusion is formulated about which model better approximates the original sample.

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Журнал: IOP Conference Series: Materials Science and Engineering

Выпуск журнала: 537

Номера страниц: 42029

Издатель: Institute of Physics and IOP Publishing Limited


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