{"product_id":"analytical-study-of-air-traffic-manohar-dingari-9786208444686","title":"Analytical Study of Air Traffic Using ARFIMA Time Series Models","description":"While time series forecasting techniques have been widely developed, the self-similar structure of data has not been adequately addressed. This research focuses on investigating self-similar structures in real-time air traffic data from Air India and Indigo's scheduled domestic flights, aiming to develop a suitable forecasting model for self-similar time series. Self-similarity has proven valuable, particularly in processes like ARFIMA, long-range dependence, and the Hurst parameter. This study explores the current understanding of self-similarity, its concepts, definitions, and applications, offering a roadmap for future research. The book consolidates past works on air traffic modeling using methods such as Box-Jenkins, Exponential Smoothing, and Artificial Neural Networks. It aims to present a comprehensive overview of time series forecasting developments, focusing on air traffic modeling, long-range dependence through self-similarity, and fitting ARFIMA to identify the most effective forecasting model.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Manohar Dingari\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 6208444683\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9786208444686\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e LAP Lambert Academic Publishing\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/24\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 156\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.48lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.36d","brand":"Manohar Dingari","offers":[{"title":"Paperback","offer_id":47305647849727,"sku":"9786208444686","price":78.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_19f49d40-fef4-4567-8632-69af9b2a8be1.jpg?v=1758831459","url":"https:\/\/www.whiterainbookhouse.com\/products\/analytical-study-of-air-traffic-manohar-dingari-9786208444686","provider":"WR Book House","version":"1.0","type":"link"}