Introduction to the Theories and Varieties of Modern Crime in Financial Markets(Hardcover)
暫譯: 現代金融市場犯罪理論與類型導論(精裝版)
Marius-Cristian Frunza
- 出版商: Elsevier Science
- 出版日期: 2015-11-23
- 售價: $3,760
- 貴賓價: 9.5 折 $3,572
- 語言: 英文
- 頁數: 272
- 裝訂: Hardcover
- ISBN: 0128012218
- ISBN-13: 9780128012215
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商品描述
Introduction to the Theories and Varieties of Modern Crime in Financial Markets explores statistical methods and data mining techniques that, if used correctly, can help with crime detection and prevention. The three sections of the book present the methods, techniques, and approaches for recognizing, analyzing, and ultimately detecting and preventing financial frauds, especially complex and sophisticated crimes that characterize modern financial markets.
The first two sections appeal to readers with technical backgrounds, describing data analysis and ways to manipulate markets and commit crimes. The third section gives life to the information through a series of interviews with bankers, regulators, lawyers, investigators, rogue traders, and others.
The book is sharply focused on analyzing the origin of a crime from an economic perspective, showing Big Data in action, noting both the pros and cons of this approach.
- Provides an analytical/empirical approach to financial crime investigation, including data sources, data manipulation, and conclusions that data can provide
- Emphasizes case studies, primarily with experts, traders, and investigators worldwide
- Uses R for statistical examples
商品描述(中文翻譯)
《現代金融市場犯罪理論與類型導論》探討了統計方法和數據挖掘技術,這些技術如果正確使用,可以幫助犯罪偵測和預防。本書的三個部分介紹了識別、分析以及最終偵測和預防金融詐騙的方法、技術和途徑,特別是那些特徵化現代金融市場的複雜和精密的犯罪。
前兩個部分吸引了具有技術背景的讀者,描述了數據分析以及操縱市場和犯罪的方式。第三部分通過一系列與銀行家、監管者、律師、調查員、流氓交易員等的訪談,為這些信息賦予了生命。
本書專注於從經濟角度分析犯罪的起源,展示了大數據的實際應用,並指出這種方法的優缺點。
- 提供對金融犯罪調查的分析/實證方法,包括數據來源、數據操作和數據能提供的結論
- 強調案例研究,主要與全球的專家、交易員和調查員合作
- 使用 R 進行統計示例