Dr. R. Vishnu Vardhan
About
Research Area
My academic and professional journey reflects a strong passion for Statistics, both in its theoretical constructs and real-world applications. With significant experience in the medical and life sciences domains, I possess expertise in data analysis and visualization using statistical software such as Excel, SPSS, and R. I have also contributed to education through lectures on Machine Learning, Multivariate Data Analysis, and Predictive Modeling. I firmly believe in “Query-Based and Need-Based Learning” and view the role of a statistician (“Data Doctor”) as essential to understanding and improving the world around us.
Biostatistics - Classification Techniques, ROC Curves, Multivariate Analysis, Statistical Computing
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years
Teaching Experience
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Research (Guided & On-roll)
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Projects (Completed & On-going)
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Publications
Notable & Recent Publications
G. Siva, Vishnu Vardhan R., and Christophe Chesneau, Estimating the AUC of mixture MROC curve in the presence of measurement errors, Model Assisted Statistics and Applications 18 (3), 237-244
G Siva and R Vishnu Vardhan (2022) Multi-class classification using mixtures of univariate and multivariate ROC Curve, Journal of Biostatistics and Epidemiology, Vol. 8(2), 208-233.
V. B V Nagarjuna,R. Vishnu Vardhan, and C. Chesneau, Kumaraswamy generalized power Lomax distribution and its applications, Stats, 4(1) (2021), 28-45.
S. Balaswamy, R.V.Vardhan, Sameera G (2020), Improper Multivariate Receiver Operating Characteristic (iMROC) Curve, Statistics, Optimization and Information Computing, Vol. 8, 1-9.
Sameera, G., & Vishnu Vardhan, R.(2019). Selection of markers in the framework of multivariate receiver operating characteristic curve analysis in binary classification. Communications for Statistical Applications and Methods, 26(2), 79-89.
News & Events
Friday, 1 March, 2024
Wednesday, 21 June, 2023
Thursday, 23 March, 2023