{"product_id":"forecasting-models-an-overview-editor-ijsmi-9798201343781","title":"Forecasting Models - an Overview With The Help Of R Software","description":"\u003cp\u003eForecasting models involves predicting the future values of a particular series of data which is mainly based on the time domain. Forecasting models are widely used in the fields such as financial markets, demand for a product and disease outbreak. The objective of the forecasting model is to reduce the error in the forecasting.\u003c\/p\u003e\u003cp\u003eMost of the Forecasting models are based on time series, a statistical concept which involves Moving Averages, Auto Regressive Integrated Moving Averages (ARIMA), Exponential smoothing and Generalized Auto Regressive Conditional Heteroscedastic (GARCH) Models. Forecasting models which we deal in this book will be explorative forecasting models which take into account the past data to predict the future values.\u003c\/p\u003e\u003cp\u003eCurrent day forecasting models uses advanced techniques such as Machine Learning and Deep Learning Algorithms which are more robust and can handle high volume of data.\u003c\/p\u003e\u003cp\u003eThis book starts with the overview of forecasting and time series concepts and moves on to build forecasting models using different time series models. Examples related to forecasting models which are built based on Machine learning also covered. The book uses R statistical software package, an open source statistical package to build the forecasting models. \u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Editor Ijsmi\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 8201343786\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798201343781\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Ijsmi\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/21\/2022\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 146\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.43lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 8.50h x 5.50w x 0.34d","brand":"Editor Ijsmi","offers":[{"title":"Paperback","offer_id":44128319734015,"sku":"9798201343781","price":30.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_b9153aa1-82bc-439c-b0ef-71112306d807.jpg?v=1687458110","url":"https:\/\/www.whiterainbookhouse.com\/products\/forecasting-models-an-overview-editor-ijsmi-9798201343781","provider":"WR Book House","version":"1.0","type":"link"}