Probability density estimation using two new kernel functions

• Main Authors: Manachai Rodchuen, Prachoom Suwattee
• Format: Journal
• Published: 2018
• Subjects: Biochemistry, Genetics and Molecular Biology; Chemistry; Materials Science; Mathematics; Physics and Astronomy
• Online Access: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=78649787292&origin=inward; http://cmuir.cmu.ac.th/jspui/handle/6653943832/49758
• Institution: Chiang Mai University

This paper considers two new kernel estimators of a density function f (x). The errors of the estimators are measured by the mean squared error (MSE(f̂(x,X)) and the mean integrated squared error (MISE(f̂)). The estimates of these error measures are also given. The estimators of MSE(f̂(x,X)) and MIS...