Computational statistics : an introduction to R /: an introduction to R. (2009)

• Record Type: Book
• Further Information: Note: Günther Sawitzki.
• Other Names: Sawitzki, Günther
• Contents: Introduction; Basic Data Analysis ; R Programming Conventions; Generation of Random Numbers and Patterns; Case Study: Distribution Diagnostics; Moments and Quantiles; Regression; General Regression Model; Linear Model; Variance Decomposition and Analysis of Variance; Simultaneous Inference; Beyond Linear Regression; Comparisons; Shift/Scale Families and Stochastic Order; QQ Plot, PP Plot, and Comparison of Distributions; Tests for Shift Alternatives; A Road Map; Power and Confidence; Qualitative Features of Distributions; Dimensions 1, 2, 3, …, infinity; Dimensions; Selections; Projections; Sections, Conditional Distributions, and Coplots; Transformations and Dimension Reduction; Higher Dimensions; High Dimensions; Appendix: R as a Programming Language and Environment ; Help and Information; Names and Search Paths; Administration and Customization; Basic Data Types; Output for Objects; Object Inspection; System Inspection; Complex Data Types; Accessing Components; Data Manipulation; Operators; Functions; Debugging and Profiling; Control Structures; Input and Output to Data Streams; External Data; Libraries, Packages; Mathematical Operators and Functions; Linear Algebra; Model Descriptions; Graphic Functions; Elementary Statistical Functions; Distributions, Random Numbers, Densities …; Computing on the Language; References; Functions and Variables by Topic; Function and Variable Index; Subject Index; R Complements, a Statistical Summary, and Literature and Additional References are included with most chapters.
• Publisher Details: Place of publication not identified : Chapman and Hall/CRC
• Publication Date: 2009
• Extent: 1 online resource, illustrations
• Subjects: 519.50285; R (Computer program language); Mathematical statistics -- Data processing
• Languages: English
• ISBNs: 9781420086812; 1420086812
• 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.