Foundations of predictive analytics. (©2012)

• Record Type: Book
• Further Information: Note: James Wu, Stephen Coggeshall.
• Other Names: Wu, James, 1965-; Coggeshall, Stephen
• Contents: 1. Introduction -- 2. Properties of statistical distributions -- 3. Important matrix relationships -- 4. Linear modeling and regression -- 5. Nonlinear modeling -- 6. Time series analysis -- 7. Data preparation and variable selection -- 8. Model goodness measures -- 9. Optimization methods -- 10. Miscellaneous topics.
• Publisher Details: Boca Raton, FL : CRC Press
• Publication Date: 2012
• Copyright Date: 2012
• Extent: 1 online resource (xix, 317 pages), illustrations
• Subjects: 006.3/12; Data mining; Predictive control -- Mathematical models; Automatic control; Data Mining; Forecasting; Models, Theoretical; Automatic Data Processing; Data mining; Predictive control -- Mathematical models; Automatic control; BUSINESS & ECONOMICS -- Statistics; COMPUTERS -- Database Management -- Data Mining; COMPUTERS -- Machine Theory; Automatic control; Data mining; Predictive control -- Mathematical models; Data mining; Predictive control / Mathematical models; Automatic control; Electronic books
• Languages: English
• ISBNs: 9781439869482; 1439869480
• Related ISBNs: 9781439869468; 1439869464
• Notes: Note: Includes bibliographical references and index.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.