{"product_id":"anomaly-detection-with-an-application-to-financial-data-von-fadi-barbara","title":"Anomaly detection with an Application to Financial Data","description":"\u003cp\u003eThis book is focused on the analysis of the anomalies: an anomaly is something which is inconsistent with, or deviating from, what is usual, normal, or expected. The majority of the methods is based on a binary classification of data instances as either anomalous or not anomalous; this method creates levels of anomaly by the use ofa bayesian approach to assess the probability of occurrence of a particular data instance given a small history of data. An application of the method to returns of financial transactions is present: in this field having different degrees of anomaly can lead to bigger or smaller size for a position during high frequency trading leading to bigger profits and smaller losses.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783330783119\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783330783119","offer_id":39429532975197,"sku":"9783330783119","price":49.9,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/3b467aaa-c81a-40ea-a50f-8c4918f9b07e.jpg?v=1757652261","url":"https:\/\/shop.autorenwelt.de\/products\/anomaly-detection-with-an-application-to-financial-data-von-fadi-barbara","provider":"Autorenwelt Shop","version":"1.0","type":"link"}