Editors: Krishna Kumar Mohbey, Arvind Pandey, Dharmendra Singh Rajput

Predictive Analytics Using Statistics and Big Data: Concepts and Modeling

eBook: US $39 Special Offer (PDF + Printed Copy): US $47
Printed Copy: US $66
Library License: US $156
ISBN: 978-981-14-9051-4 (Print)
ISBN: 978-981-14-9049-1 (Online)
Year of Publication: 2020
DOI: 10.2174/97898114904911200101

Introduction

This book presents a selection of the latest and representative developments in predictive analytics using big data technologies. It focuses on some critical aspects of big data and machine learning and provides studies for readers. The chapters address a comprehensive range of advanced data technologies used for statistical modeling towards predictive analytics.

Topics included in this book include:

- Categorized machine learning algorithms

- Player monopoly in cricket teams.

- Chain type estimators

- Log type estimators

- Bivariate survival data using shared inverse Gaussian frailty models

- Weblog analysis

- COVID-19 epidemiology

This reference book will be of significant benefit to the predictive analytics community as a useful guide of the latest research in this emerging field.

Contributors

Editor(s):
Krishna Kumar Mohbey


Arvind Pandey


Dharmendra Singh Rajput




Contributor(s):
Anoop Kumar
Department of Mathematics and Statistics
Dr. Shakuntala Misra National Rehabilitation University
Lucknow
India


Arvind Pandey
Department of Statistics
Central University of Rajasthan
India


Bireshwar Bhattacharjee
Department of Statistics
Assam University
Silchar, Assam
India


Brijesh Bakariya
Department of Computer Science and Engineering
I. K Gujral Punjab Technical University
Punjab
India


Chemmalar Selvi G.
School of Information Technology and Engineering
VIT University
Vellore
India


Dharmendra Singh Rajput
VIT Vellore, India
India


Dibyojyoti Bhattacharjee
Department of Statistics
Assam University
Silchar, Assam
India


Krishna Kumar Mohbey
Central University of Rajasthan
India


Lalpawimawha
Department of Statistics
Pachhunga University College
Mizoram
India


Lakshmi Priya G.G.
School of Information Technology and Engineering
VIT University
Vellore
India


Nishi Rastogi
Department of Statistics
National P. G. College
Lucknow
India


R. Suguna
Sri Sarada College for Women (Autonomous)
Salem-16, Tamilnadu
India


R. Uma Rani
Sri Sarada College for Women (Autonomous)
Salem-16, Tamilnadu
India


Shailja Pandey
Department of Mathematics and Statistics
Dr. Shakuntala Misra National Rehabilitation University
Lucknow
India


Shashi Bhushan
Department of Mathematics and Statistics
Dr. Shakuntala Misra National Rehabilitation University
Lucknow
India


Shikhar Tyagi
Department of Statistics
Central University of Rajasthan
India




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