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This book aims to provide a thorough understanding of distribution theory and data analysis using statistical software to solve problems related to basic statistics, probability models, and simulation. The volume provides a detailed concept of different distributions used in statistics with their application in real-life situations. Covering the analytical aspects using the latest software, the volume discusses stochastic methods and other statistical methods. It provides statistical data analysis by taking multiple actual situations using the open-source software R version 4.0 and Python 3.0+. A detailed study of the statistical models is provided with examples related to health, agriculture, insurance, and other sectors. Each chapter will help you to increase your knowledge starting from basic statistics to advanced statistics.
Topics include random variables, statistical properties and theorems, discrete probability models, Weibull distributions, sample generation, Pareto and Burr distributions, data analysis through the freely available statistical package Python, and more. Written clearly for both students and researchers, this volume will be a valuable resource on distribution theories and their applications. CONTENTS: About the Authors / Editors: Editors: Fozia Homa, PhD Department of Statistics, Mathematics and Computer Application, Bihar Agricultural University, Sabour, India Fozia Homa, PhD, is an Assistant Professor and Scientist in the Department of Statistics, Mathematics and Computer Application, Bihar Agricultural University, Sabour, India, and author or co-author of several journal articles. Dr. Homa has received numerous awards in recognition of her research and teaching achievements from several organizations of national and international repute. She has been conferred with the Young Scientist Award in the field of mathematics and statistics (2016) by Aufau Periodicals, Tamil Nadu, India. She was also awarded with a SP Dhall Distinguished Publication Award in Statistics (2015) by the Society for Advancement of Human and Nature, Himachal Pradesh, India; Young Scientist Award (2015) by the Venus International Foundation, Chennai, India; and Best Young Researcher Award (2015) by GRABS Educational Trust, Chennai, India. She has been an active member of the organizing committees of several national and international seminars, conferences, and summits. Dr. Homa acquired her BSc (Statistics Hons) and MSc (Statistics) degrees from Banaras Hindu University, Varanasi, Utter Pradesh, India, and her PhD (Applied Statistics) with specialization in sampling techniques from the Indian Institute of Technology (Indian School of Mines), Dhanbad, Jharkhand, India. She has received several grants from various funding agencies to carry out her research projects. Her areas of specialization include sample surveys, population studies, and mathematical modeling. Mukti Khetan, PhD Department of Mathematics, Amity University, Mumbai, India Mukti Khetan, PhD, is currently working as an Assistant Professor in the Department of Mathematics, Amity School of Applied Sciences, Amity University Mumbai, Maharashtra, India. She formerly worked in the Department of Mathematics at IIT Bombay, Maharashtra, and in the Department of Statistics at Sambalpur University, Sambalpur, India. She completed her PhD in Statistics at IIT(ISM), Dhanbad, and MSc degree in Statistics at Banaras Hindu University, Varanasi, India. She has published several research papers and book chapters in reputed national and international journals. She has supervised three MPhil students and has more than four years of teaching and research experience. Mohd. Arshad, PhD Department of Mathematics, IIT Indore, India Mohd. Arshad, PhD, is currently working as an Assistant Professor in the Department of Mathematics at the Indian Institute of Technology Indore, India. He previously worked in the Department of Statistics and Operations Research at Aligarh Muslim University, India. After acquiring an MSc degree in Statistics, Gold Medalist, from C.S.J.M. University Kanpur, India, he completed his PhD in Statistics at IIT Kanpur, India. He has published several research papers in reputed international journals. He has supervised two PhD students and is presently supervising two PhD students. He is a member of editorial boards of various journals and scientific societies and is an author of the book Solutions to IIT JAM for Mathematical Statistics. Dr. Arshad has been teaching undergraduate and postgraduate courses for more than seven years. Pradeep Mishra, PhD Department of Mathematics and Statistics, College of Agriculture, Jawaharlal Nehru Agricultural University, Jabalpur, Madhya Pradesh, India Pradeep Mishra, PhD, is an Assistant Professor of Statistics at the College of Agriculture at the Jawaharlal Nehru Agricultural University, Jabalpur, Madhya Pradesh, India. Dr. Mishra formerly served as a data management specialist at a private multinational company for several years. He specializes in the field of time series, design of experiments, and agriculture statistics. He has published more than 45 research articles in international and national journals. He has won several awards, including a Young Scientist Award in 2017 at the international conference Global Research Initiatives for Sustainable Agriculture & Allied Sciences (GRISAAS–2017), best doctoral degree at the same meeting in 2018, and award for a paper from the Society of Economics & Development in 2018, among other honors. Dr. Mishra earned his BSc in Agriculture from the College of Agriculture, Bilaspur, affiliated with the Indira Gandhi Krishi Vishwavidyalaya, Raipur, Chhattisgarh; his MSc in Agricultural Statistics from the College of Agriculture, Jawaharlal Nehru Agricultural University; and his PhD in Agriculture Statistics, specializing in modeling and forecasting of foods crops in India and their yield sustainability. His PhD research work earned him to be selected for an INSPIRE Fellowship by the Department of Science and Technology of the government of India. |
Follow us for the latest from Apple Academic Press: AAP WELCOMES PROF. MOHAMMED KUDDUS, PhD, AS AAP’S NEW ACQUISITIONS EDITOR for books on biotechnology, enzymology, microbiology, bioinformatics, bioremediation, biomedical technology, value-added products etc. Dr. Kuddus is Head of the Department of Biochemistry at the College of Medicine, University of Hail, Kingdom of Saudi Arabia. He is listed in Elsevier/Stanford University World’s Top 2% Scientists. He seeks book proposals from potential editors to consider for publication with Apple Academic Press. Contact: kuddus@appleacademicpress.com for more information.
AAP welcomes Dr. Maulin P. Shah as AAP’s new acquisitions editor for books on Applied Microbiology, Environmental Biotechnology and Waste Management. Dr. Shah, a Scientist in the Industrial Wastewater Research Lab at Enviro Technology Ltd., India. seeks book proposals to consider for these topics and related areas: applied microbiology, environmental biotechnology and waste management, including environmental pollution, wastewater treatment, bioenergy, biofuel, circular economy, leachate treatment activated sludge process, environmental microbiology, agricultural microbiology, advance oxidation process, bio-electrochemical systems, bacterial genomics for wastewater treatment, and heavy metal remediation. maulinshah1979@gmail.com for more information. AAP is pleased to announce Shrikaant Kulkarni, PhD, as our new Senior Commissioning Editor for books in the areas of Polymer Sciences, Chemical Sciences, Nuclear Sciences, and Material Sciences. Dr. Kulkarni is Adjunct Professor, Faculty of Business, Victorian Institute of Technology, Melbourne, Australia; and Adjunct Professor, Centre of Research Outcome and Impact, Chitkara University, Punjab, India. You can reach him at Email: srkulkarni21@gmail.com for more information. New Book Series: AAP Series on Waste Biomass Valorization will explore the transformation of biomass resources into valuable products, addressing the growing need for sustainable alternatives to fossil fuels and non-renewable resources. For more information and to propose a book, please visit: Click here Congratulations to Hafiz Ansar Rasul Suleria, PhD, for receiving the Dean’s Award for Excellence in Research from the University of Melbourne, Australia, in recognition for his exceptional performance and strong commitment to advanced research in food science. Dr. Suleria is editor of AAP’s book series Innovations in Plant Science for Better Health: From Soil to Fork. For more information, visit: Click here Congratulations to Dr. Christian Mancas. His book Conceptual Data Modeling and Database Design: A Fully Algorithmic Approach was one of the 6 Best Data Modeling ebooks for Beginners by BookAuthority, a leading site for book recommendations. For more information, visit: Click here COMMENTS FROM AAP EDITORS AND AUTHORS AAP book title: Advances in Audiology and Hearing Science (2-volume set) “I have collaborated with AAP during the process of bringing my two-volume editing work to a final publishing phase. AAP support has been truly important throughout the initial and final stages of the book. While the majority of the publishing work is done at the early stages, the final touches that include the last-minute corrections of the authors are extremely crucial to the quality the book tries to convey. The assistance of AAP during the last stages of corrections and communication with the authors was a very positive contributor to my state of mind during those stressful moments. I recommend the publishing experience with AAP to other editors of scientific material.” —Stavros Hatzopoulos, PhD, Hearing Science Laboratory, University Hospital of Ferrara, Ferrara, Italy AAP book title: Nanotechnologies: The Physics of Nanomaterials (2-volume set) “I was very pleased with the interaction and support of the team at Apple Academic Press. They provided me with regular and useful information and updates throughout the publishing procedure. I am also very happy with the final product, which is of good quality. The books are now available and are professionally distributed through the various channels. 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Ameta, Professor of Eminence (Distinguished Professor), Faculty of Science, PAHER University, UDAIPUR, India AAP book title: New Frontiers in Nanochemistry, 3-volume set, plus many others "Publishing a book, either as author or editor, is a journey from the initial vibration to the piece of knowledge towards the present future of humanity at large. Such a journey is about climbing and tunneling, about diving and driving through, about inspiration and tuning, about hard working in every instance; and it is also about time. Very few Global Publishers have the wisdom and patience and kindness and openness to authors, contributors, and readers while being truly crafting oriented as Apple Academic; yet all is about people and their education, vision and assumed mission; the Apple Academic Team heartily succeed that in achieving the world class scholarly acclaim by the quality involvement in all chain of plus value added with each publishing event. Hearty Compliments! 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