DISTRIBUTION OF LINEAR FRACTAL INTERPOLATION FUNCTION FOR RANDOM DATASET WITH STABLE NOISE

Author:

KUMAR MOHIT1,UPADHYE NEELESH S.1,CHAND A. K. B.1ORCID

Affiliation:

1. Department of Mathematics, Indian Institute of Technology Madras, Chennai 600036, India

Abstract

In this paper, we derive the probability distribution of linear fractal interpolation function (FIF) for a random dataset on [Formula: see text], where randomness in the data is induced, using [Formula: see text]-stable noise, in the second coordinate. In particular, we show that the distribution of linear FIF, at any point (on the first coordinate), is also stable, but with different parameters which can be estimated. Finally, we also provide statistical validity of our results.

Funder

Science and Engineering Research Board

Publisher

World Scientific Pub Co Pte Lt

Subject

Applied Mathematics,Geometry and Topology,Modelling and Simulation

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Linearity in Deng entropy;Chaos, Solitons & Fractals;2024-01

2. Distribution of Noise in Linear Recurrent Fractal Interpolation Functions for Data Sets with $$\alpha $$-Stable Noise;Springer Proceedings in Mathematics & Statistics;2023

3. Linear Recurrent Fractal Interpolation Function for Data Set with Gaussian Noise;Springer Proceedings in Mathematics & Statistics;2022

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