16 research outputs found
Developing Tactile Graphic Output Functions Necessitated in the Performance of Research Using Statistical Methods by Blind Persons
From Histogram Data to Model Data Analysis
The aim of this work is to propose a new approach for dealing with histogram data in symbolic data analysis framework. The idea is to approximate histogram data using B-spline functions in order to synthetize the information within data trough some characteristic function parameters. This parameters will be the new data that could be, subsequently, analyzed with methodologies of multidimensional data analysis
A Comparative Study of Bandwidth Choice in Kernel Density Estimation for Naive Bayesian Classification
Investigations on the cold-work peak of hydrogen in iron by means of the magnetic after-effect
Small-sample comparisons for the Rukhin goodness-of-fit-statistics
Rukhin's statistic family for goodness-of-fit, under the null hypothesis, has asymptotic chi-squared distribution; however, for small samples the chi-squared approximation in some cases does not well agree with the exact distribution. In this paper we consider this approximation and other three to get appropriate test levels in comparison with the exact level. Moreover, exact power comparisons for several values of the parameter under specified alternatives provide that the classical Pearson's statistic, obtained as a particular case of Rukhin statistic, can be improved by choosing other statistics from the family. An explanation is proposed in terms of the effects of individual cell frequencies on the Rukhin statistic