Handbook of Statistics Vol.44 Data Science: Theory and Applications[size=0.8]

[size=0.8]Edited by [size=0.8]Arni S.R. Srinivasa Rao[size=0.8],[size=0.8] [size=0.8]C.R. Rao[size=0.8]Volume 44, 2021

[size=0.8]

Chapter 1 - Statistical outline of animal home ranges: An application of set estimation
Amparo Baíllo, José Enrique Chacón Pages 3-37

Chapter 2 - Modeling extreme climatic events using the generalized extreme value (GEV) distribution
Diana Rypkema, Shripad Tuljapurkar Pages 39-71

Chapter 3 - Blockchain technology: Theory and practice
Srikanth Cherukupally Pages 75-103

Chapter 4 - Application of data handling techniques to predict pavement performance
Sireesh Saride, Pranav R.T. Peddinti, B. Munwar Basha Pages 105-127

Chapter 5 - On the usefulness of lattice approximations for fractional Gaussian fields
Somak Dutta, Debashis Mondal Pages 131-154

Chapter 6 - Estimating individual-level average treatment effects: Challenges, modeling approaches, and practical applications
Victor B. Talisa, Chung-Chou H. Chang Pages 155-199

Chapter 7 - Nonparametric data science: Testing hypotheses in large complex data
Sunil Mathur Pages 201-231

Chapter 8 - Network models in epidemiology
Tae Jin Lee, Masayuki Kakehashi, Arni S.R. Srinivasa Rao Pages 235-256

Chapter 9 - Modeling and forecasting the spread of COVID-19 pandemic in India and significance of lockdown: A mathematical outlook
Brijesh P. Singh Pages 257-289

Chapter 10 - Mathematical modeling as a tool for policy decision making: Applications to the COVID-19 pandemic
J. Panovska-Griffiths, C.C. Kerr, W. Waites, R.M. Stuart Pages 291-326

Index