{"product_id":"prediction-of-univariate-financial-series-von-imane-boudri-und-abdelhamid-el-bouhadi","title":"Prediction of univariate financial series","description":"\u003cp\u003eTime series prediction has been the subject of a considerable number of studies due to the innumerable amounts of temporal and sequential data produced daily by the information industry and various research structures. This field has undergone a spectacular effervescence and has continued to grow in recent years with the explosion of digital data, Big Data and especially artificial intelligence. This book represents a technical introduction to the different methods of predicting univariate chronicles on financial markets with empirical applications, while mobilizing two families of completely distinct approaches, a first one based on econometric models and a second one based on machine learning by recurrent artificial neural networks.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9786204529684\"\u003e\u003ch3\u003eBetween econometric and connectionist approaches\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9786204529684","offer_id":39891695108189,"sku":"9786204529684","price":43.9,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/5e30c29c-f19a-4de9-b9d9-a795086ad2a7.png?v=1758955458","url":"https:\/\/shop.autorenwelt.de\/products\/prediction-of-univariate-financial-series-von-imane-boudri-und-abdelhamid-el-bouhadi","provider":"Autorenwelt Shop","version":"1.0","type":"link"}