Modelling and Simulation

By M Harshvardhan and Pritam Ranjan in R statistics publication

October 1, 2019

My first academic publication: a peer-reviewed book chapter on statistical modelling using Gaussian processes. We reviewed several GP models and correlation structures, and methods to handle numerical instabilities due to near-singular matrices. Finally, we reviewed several algorithms developed specifically for analysing big data obtained from computer simulators.

Statistical Modelling and Analysis of the Computer-Simulated Datasets

  • Harshvardhan, M., & Ranjan, P. (2019). Statistical Modelling and Analysis of the Computer-Simulated Datasets. In B. Gupta, & D. Agrawal (Eds.), Handbook of Research on Cloud Computing and Big Data Applications in IoT (pp. 202-228). Hershey, PA: IGI Global. doi:10.4018/978-1-5225-8407-0.ch011 [arXiv: 2012.11122]
Posted on:
October 1, 2019
Length:
1 minute read, 97 words
Categories:
R statistics publication
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