SAS for Finance
暫譯: 金融領域的SAS應用
Harish Gulati
- 出版商: Packt Publishing
- 出版日期: 2018-05-29
- 售價: $1,840
- 貴賓價: 9.5 折 $1,748
- 語言: 英文
- 頁數: 306
- 裝訂: Paperback
- ISBN: 1788624564
- ISBN-13: 9781788624565
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商品描述
Key Features
- Leverage the power of SAS to analyze financial data with ease
- Find hidden patterns in your data, predict future trends and optimize the risk management capabilities with this handy guide
- Packed with examples and use-cases, this book will show you why the leading financial institutions rely on SAS for their financial analysis tasks
Book Description
SAS is the groundbreaking tool for advanced, predictive, and statistical analytics. Top banks and financial corporations demand analysis and insights from financial data like never before. With SAS financial intelligence you can consolidate, report, and plan quantitative financial data through dashboards letting you achieve transparency, ensure regulatory compliance, and gain predictive, analytic insight into financial performance.
SAS for Finance offers you the opportunity to leverage the power of SAS analytics in redefining your data. Packed with real-world examples from leading financial institutions, the author discusses statistical models using the time series data to solve business solutions. This book shows you how to exploit the capabilities of this high-powered package to create clean, accurate financial models. You can easily assess the pros and cons of models to suit unique business needs. You will also be able to understand how each model can be integrated in the business strategy of the organisation to derive business goals.
What you will learn
- Understand what is Time Series and its relevance in the financial industry
- Build Time Series forecasting model in SAS using advanced modelling theories
- Build models in SAS and infer using Regression and Markov chains
- Forecast inflation by building a Econometric Model in SAS for your financial planning
- Manage customer loyalty by building a Survival model in SAS using various groupings
- Understand Similarity analysis and Clustering in SAS using Time Series data
商品描述(中文翻譯)
#### 主要特點
- 利用 SAS 的強大功能輕鬆分析財務數據
- 在數據中發現隱藏的模式,預測未來趨勢,並使用這本實用指南優化風險管理能力
- 本書充滿範例和使用案例,將向您展示為何領先的金融機構依賴 SAS 進行財務分析任務
#### 書籍描述
SAS 是一個開創性的工具,用於高級、預測和統計分析。頂尖銀行和金融公司對財務數據的分析和洞察需求前所未有。透過 SAS 財務智能,您可以通過儀表板整合、報告和規劃定量財務數據,讓您實現透明度、確保合規性,並獲得對財務表現的預測性分析洞察。
《SAS for Finance》為您提供了利用 SAS 分析的機會,以重新定義您的數據。作者使用來自領先金融機構的真實案例,討論使用時間序列數據的統計模型來解決商業問題。本書將向您展示如何利用這個高效能套件的能力來創建乾淨、準確的財務模型。您可以輕鬆評估模型的優缺點,以適應獨特的商業需求。您還將能夠理解每個模型如何整合進組織的商業策略,以實現商業目標。
#### 您將學到什麼
- 了解什麼是時間序列及其在金融行業中的相關性
- 使用先進建模理論在 SAS 中建立時間序列預測模型
- 在 SAS 中建立模型並使用回歸和馬可夫鏈進行推斷
- 通過在 SAS 中建立計量經濟模型來預測通脹,以便進行財務規劃
- 通過在 SAS 中使用各種分組建立生存模型來管理客戶忠誠度
- 使用時間序列數據了解 SAS 中的相似性分析和聚類分析