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Könyv Time Series Forecasting and Advanced Predictive Models Jhansi Rani Boina

Time Series Forecasting and Advanced Predictive Models

Szerző: Jhansi Rani Boina, Vijaya Lakshmi M., Jyothi Rani S. A.
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: KS OmniScriptum Publishing
Elérhetőség: Beszállítói készleten
Küldés 8-11 napon belül
29 415 Ft
This book is an effort to integrate statistical theory with practical implementation. While emphasiz...

Információk a könyvről

Szerző
Jhansi Rani Boina, Vijaya Lakshmi M., Jyothi Rani S. A.
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2026
oldal
176
EAN
9786630008944
ISBN
6630008944
Enbook ID
52977033
Kiadó
KS OmniScriptum Publishing
Súly
245
Méretek
152 x 229 x 10

Teljes leírás

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.