Neutrosophic Pythagorean Sets with Dependent Neutrosophic Pythagorean Components and its Improved Correlation Coefficients

The concept of Neutrosophic Pythagorean set [NPS] with dependent Neutrosophic Pythagorean components was introduced and discussed the relationship between dependent neutrosophic and neutrosophic pythagorean components. The correlation coefficient is a statistical measure which contributes in deciding the degree to which changes in one variable predict changes in another. In this article, we analyze the characteristics of neutrosophic pythagorean sets with improved correlation coefficients. We've also used the same approach in multiple attribute decision-making methodologies including one with a neutrosophic pythagorean environment. Finally, we implemented for above technique to the problem of multiple attribute group decision making. Keywords: neutrosophic pythagorean sets, neutrosophic Sets, Improved correlation coefficient.