Recent Advances in Time Series Forecasting

Recent Advances in Time Series Forecasting
Author: Dinesh C.S. Bisht
Publisher: CRC Press
Total Pages: 183
Release: 2021-09-08
Genre: Mathematics
ISBN: 1000433846

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Future predictions are always a topic of interest. Precise estimates are crucial in many activities as forecasting errors can lead to big financial loss. The sequential analysis of data and information gathered from past to present is call time series analysis. This book covers the recent advancements in time series forecasting. The book includes theoretical as well as recent applications of time series analysis. It focuses on the recent techniques used, discusses a combination of methodology and applications, presents traditional and advanced tools, new applications, and identifies the gaps in knowledge in engineering applications. This book is aimed at scientists, researchers, postgraduate students and engineers in the areas of supply chain management, production, inventory planning, and statistical quality control.


Recent Advances in Time Series Forecasting
Language: en
Pages: 183
Authors: Dinesh C.S. Bisht
Categories: Mathematics
Type: BOOK - Published: 2021-09-08 - Publisher: CRC Press

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Future predictions are always a topic of interest. Precise estimates are crucial in many activities as forecasting errors can lead to big financial loss. The se
Advanced Time Series Data Analysis
Language: en
Pages: 538
Authors: I. Gusti Ngurah Agung
Categories: Mathematics
Type: BOOK - Published: 2019-03-18 - Publisher: John Wiley & Sons

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Introduces the latest developments in forecasting in advanced quantitative data analysis This book presents advanced univariate multiple regressions, which can
Advances in Time Series Forecasting
Language: en
Pages: 143
Authors: Cagdas Hakan Aladag
Categories: Mathematics
Type: BOOK - Published: 2012 - Publisher: Bentham Science Publishers

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"Time series analysis is applicable in a variety of disciplines such as business administration, economics, public finances, engineering, statistics, econometri
Forecasting: principles and practice
Language: en
Pages: 380
Authors: Rob J Hyndman
Categories: Business & Economics
Type: BOOK - Published: 2018-05-08 - Publisher: OTexts

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Forecasting is required in many situations. Stocking an inventory may require forecasts of demand months in advance. Telecommunication routing requires traffic
Advances in Time Series Forecasting
Language: en
Pages: 196
Authors: Cagdas Hakan Aladag
Categories: Mathematics
Type: BOOK - Published: 2017-12-06 - Publisher: Bentham Science Publishers

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This volume is a valuable source of recent knowledge about advanced time series forecasting techniques such as artificial neural networks, fuzzy time series, or