112 citations · 227 across the 26 of their papers we have counts for
4 papers · 1 filter
Isomorphism Check for Factorial Designs with Randomization Restrictions
Neil A. Spencer, Pritam Ranjan, Franklin Mendivil
Factorial designs with randomization restrictions are often used in industrial experiments when a complete randomization of trials is impractical. In the statistics literature, the…
A new Bayesian ensemble of trees classifier for identifying multi-class labels in satellite images
Reshu Agarwal, Pritam Ranjan, Hugh Chipman
Classification of satellite images is a key component of many remote sensing applications. One of the most important products of a raw satellite image is the classified map which l…
GPfit: An R package for Gaussian Process Model Fitting using a New Optimization Algorithm
Blake MacDonald, Pritam Ranjan, Hugh Chipman
Gaussian process (GP) models are commonly used statistical metamodels for emulating expensive computer simulators. Fitting a GP model can be numerically unstable if any pair of des…
Space-filling Latin Hypercube Designs based on Randomization Restrictions in Factorial Experiments
Pritam Ranjan, Neil Spencer
Latin hypercube designs (LHDs) with space-filling properties are widely used for emulating computer simulators. Over the last three decades, a wide spectrum of LHDs have been propo…