Computational statistics handbook with MATLAB
Material type:
BookSeries: Chapman & Hall/CRC computer science and data analysis series | Series in computer science and data analysisPublication details: -Boca Raton CRC Press c2008.Edition: 2nd edDescription: xxiii, 767 p.: ill,; 25cmISBN: - 9781584885665
- 519.50285 MAR
| Item type | Current library | Collection | Call number | Status | Date due | Barcode |
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IIT Gandhinagar | General | 519.50285 MAR (Browse shelf(Opens below)) | Available | 009526 |
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| 620.00452 TOB Applied reliability | 518 ACK Classical and modern numerical analysis : theory, methods and practice | 518.64 LIJ Computational partial differential equations using MATLAB | 519.50285 MAR Computational statistics handbook with MATLAB | 621.31244 MES Photovoltaic systems engineering | 621.312429 LIH Proton exchange membrane fuel cells : contamination and mitigation strategies | 624.1776 UGU Stresses in Beams, Plates, and Shells |
Ch. 1. IntroductionCh. 2. Probability ConceptsCh. 3. Sampling ConceptsCh. 4. Generating Random VariablesCh. 5. Exploratory Data AnalysisCh. 6. Finding StructureCh. 7. Monte Carlo Methods for Inferential StatisticsCh. 8. Data PartitioningCh. 9. Probability Density EstimationCh. 10. Supervised LearningCh. 11. Unsupervised LearningCh. 12. Parametric ModelsCh. 13. Nonparametric ModelsCh. 14. Markov Chain Monte Carlo MethodsCh. 15. Spatial Statistics ,App. A. Introduction to MATLABApp. B. Projection Pursuit IndexesApp. C. MATLAB Statistics ToolboxApp. D. Computational Statistics ToolboxApp. E. Exploratory Data Analysis ToolboxesApp. F. Data SetsApp. G. Notation.
Previous ed.: 2002.
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