112 citations · 227 across the 26 of their papers we have counts for
4 papers · 1 filter
The Evolution of Dynamic Gaussian Process Model with Applications to Malaria Vaccine Coverage Prediction
Pritam Ranjan, M. Harshvardhan
Gaussian process (GP) based statistical surrogates are popular, inexpensive substitutes for emulating the outputs of expensive computer models that simulate real-world phenomena or…
Statistical Modelling and Analysis of the Computer-Simulated Datasets
M. Harshvardhan, Pritam Ranjan
Over the last two decades, the science has come a long way from relying on only physical experiments and observations to experimentation using computer simulators. This chapter foc…
IsoCheck: An R Package to check Isomorphism for Two-level Factorial Designs with Randomization Restrictions
Pratishtha Batra, Neil A. Spencer, Pritam Ranjan
Factorial designs are often used in various industrial and sociological experiments to identify significant factors and factor combinations that may affect the process response. In…
Inverse Problem for Dynamic Computer Simulators via Multiple Scalar-valued Contour Estimation
Joseph Resch, Abhyuday Mandal, Pritam Ranjan
In this paper we consider a dynamic computer simulator that produces a time-series response over time points, for every given input parameter . We propose a method…