Financial Analytics with R: Building a Laptop Laboratory for Data Science (Hardcover)
暫譯: 使用 R 進行金融分析:建立數據科學的筆記型電腦實驗室 (精裝版)
Mark J. Bennett, Dirk L. Hugen
- 出版商: Cambridge
- 出版日期: 2016-11-16
- 售價: $1,330
- 貴賓價: 9.5 折 $1,264
- 語言: 英文
- 頁數: 392
- 裝訂: Hardcover
- ISBN: 1107150752
- ISBN-13: 9781107150751
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相關分類:
R 語言、Data Science
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商品描述
Are you innately curious about dynamically inter-operating financial markets? Since the crisis of 2008, there is a need for professionals with more understanding about statistics and data analysis, who can discuss the various risk metrics, particularly those involving extreme events. By providing a resource for training students and professionals in basic and sophisticated analytics, this book meets that need. It offers both the intuition and basic vocabulary as a step towards the financial, statistical, and algorithmic knowledge required to resolve the industry problems, and it depicts a systematic way of developing analytical programs for finance in the statistical language R. Build a hands-on laboratory and run many simulations. Explore the analytical fringes of investments and risk management. Bennett and Hugen help profit-seeking investors and data science students sharpen their skills in many areas, including time-series, forecasting, portfolio selection, covariance clustering, prediction, and derivative securities.
商品描述(中文翻譯)
您是否對動態互操作的金融市場天生充滿好奇?自2008年金融危機以來,對於具備統計和數據分析理解的專業人士的需求日益增加,他們能夠討論各種風險指標,特別是涉及極端事件的指標。本書提供了一個資源,以培訓學生和專業人士掌握基本和高級分析,滿足了這一需求。它提供了直覺和基本詞彙,作為解決行業問題所需的金融、統計和算法知識的第一步,並描繪了一種系統化的方法,使用統計語言R來開發金融分析程序。建立一個實作實驗室並運行多個模擬。探索投資和風險管理的分析邊緣。Bennett和Hugen幫助追求利潤的投資者和數據科學學生在多個領域提升技能,包括時間序列、預測、投資組合選擇、協方差聚類、預測和衍生證券。