Confidence Interval For The Estimation of The Correlation Coefficient
Journal Title: JOURNAL OF ADVANCES IN MATHEMATICS - Year 2015, Vol 11, Issue 1
Abstract
Pearsons correlation coefficient is used to measure the influence of one quantitative variable on another quantitative variable. Basing on the sign of correlation, the type of dependence (positive/negative) can be decided in bi-variate data. The estimation of parameter can be done in two methods, point estimation and interval estimation. In this paper, various methods to find the confidence interval for the correlation are discussed. As the population correlation coefficient is estimated by the Pearsons correlation coefficient, the Monte-Carlo simulation will give the approximate the estimation of the Pearsons correlation coefficient ( r ). The Fisher Z, Bootstrap method and variance reduction methods are discussed in this paper.
Authors and Affiliations
Rawiyah Muneer Alraddadi
Keywords
Related Articles
- EP ID EP651551
- DOI 10.24297/jam.v11i1.1296
- Views 127
- Downloads 0
(g*p)**- CLOSED SETS IN TOPOLOGICAL SPACES
In this paper, we have introduced a new class of sets called (g*p)**-closed sets which is properly placed in between the class of closed sets and the class of (g*p)**-closed sets. As an application, we introduce three ne...
Design of adaptive sliding mode controller for synchronization of chaos in system of Rossler in presence of uncertainty parameters
Many of the proposed approaches for nonlinear systems control are developed under the assumption that all involved parameters are known. However, the system uncertainties are always unavoidable and some system parameters...
An algorithm for solving fractional Zakharov-Kuznetsv equations
By using the fractional power series method, we give an algorithm for solving fractional Zakharov-Kuznetsv equations . Compared to the other method, the fractional power series method is more derect , effective and the a...
Short Communication A note on "The Ideal Generated by Codense Sets and the Banach Localization Property"
In this note we show by producing counter examples that some results which appeared in the articles by Jankovic and Hamlett [3] are incorrect.
Skew Injective Modules Relative to Torsion Theories
The purpose of this paper is to extend results about skew injective modules to a torsion theoretic setting. Given ahereditary torsion theory t a module M is called t-skew injective if all endomorphisms of t -dense submod...