Comparative modelling analysis in the applications of parametric and nonparametric approaches
Abstract
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 obtained results are compared as a result of which a conclusion is formulated about which model better approximates the original sample.
- Publication:
-
Materials Science and Engineering Conference Series
- Pub Date:
- May 2019
- DOI:
- 10.1088/1757-899X/537/4/042029
- Bibcode:
- 2019MS&E..537d2029D