5 papers
A New Perspective on Cumulative Residual Rényi Entropy
Shubham Babasaheb Alte, Swaroop Georgy Zachariah, Mohd. Arshad
This paper introduces a new cumulative residual Rényi entropy (CRRE), which addresses limitations of the existing cumulative residual Rényi entropy. The conventional measure suffer…
Dependence and Uncertainty: Information Measures using Tsallis Entropy
Swaroop Georgy Zachariah, Mohd. Arshad, Ashok Kumar Pathak
In multivariate analysis, uncertainty arises from two sources: the marginal distributions of the variables and their dependence structure. Quantifying the dependence structure is c…
Multivariate Information Measures: A Copula-based Approach
Mohd. Arshad, Swaroop Georgy Zachariah, Ashok Kumar Pathak
Multivariate datasets are common in various real-world applications. Recently, copulas have received significant attention for modeling dependencies among random variables. A copul…
Copula-Based Estimation of Causal Effects in Multiple Linear and Path Analysis Models
Alam Ali, Ashok Kumar Pathak, Mohd Arshad +1
Regression analysis is one of the most popularly used statistical technique which only measures the direct effect of independent variables on dependent variable. Path analysis look…
Record-based transmuted unit omega distribution: different methods of estimation and applications
Ashok Kumar Pathak, Mohd. Arshad, Alok Kumar Pandey +1
Dombi et al. (2019) introduced a three parameter omega distribution and showed that its asymptotic distribution is the Weibull model. We propose a new record-based transmuted gener…