Time Series Forecasting and Advanced Predictive Models: Bridging Classical Statistics and Modern AI - Softcover

Boina, Jhansi Rani; M., Vijaya Lakshmi

 
9786630008944: Time Series Forecasting and Advanced Predictive Models: Bridging Classical Statistics and Modern AI
Softcover
ISBN 10: 6630008944 ISBN 13: 9786630008944
Verlag: Scholars' Press, 2026

Inhaltsangabe

This book is an effort to integrate statistical theory with practical implementation. While emphasizing the fundamental concepts of time series analysis, it also provides step-by-step illustrations using Python programming. The aim is to make the subject both conceptually clear and practically relevant for students, researchers, and practitioners. Designed primarily for undergraduate and postgraduate students of statistics, mathematics, economics, and computer science, this book also serves as a reference for faculty members, professionals, and data analysts who seek to apply forecasting techniques in their respective fields. Topics such as stationarity, ARIMA models, exponential smoothing, decomposition, and advanced machine learning approaches are discussed systematically, supported by examples and applications.

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Über die Autorin bzw. den Autor

Dr. S. A. Jyothi Rani is a Professor of Statistics in the Department of Statistics, University College of Science, Osmania University, Hyderabad. She holds a PhD in Statistics (2009) and secured First Rank with Distinction in her M.Sc. (Statistics), 1998, from Osmania University. She has 20 years of teaching and 13 years of research experience.

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Verlag
Scholars' Press
Erscheinungsdatum
2026
Sprache
Englisch
ISBN 10 
6630008944
ISBN 13 
9786630008944
Einband
Taschenbuch
Anzahl der Seiten
176
Herausgeber
S. A. Jyothi Rani
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar