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R in nutshell [推广有奖]

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hedgehogpig 发表于 2010-1-16 13:44:31 |AI写论文

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今天在网上闲逛的时候,看到一本书R in nutshell, 好像不错,不知哪位有电子版?
R in a Nutshell-A Desktop Quick ReferenceBy Joseph Adler Publisher: O'Reilly Media Released: December 2009 Pages: 640
    R Basics
      Chapter 1 Getting and Installing R
        R Versions
      • Getting and Installing Interactive R Binaries
      Chapter 2 The R User Interface
        The R Graphical User Interface The R Console Batch Mode Using R Inside Microsoft Excel
      • Other Ways to Run R
      Chapter 3 A Short R Tutorial
        Basic Operations in R Functions Variables Introduction to Data Structures Objects and Classes Models and Formulas Charts and Graphics
      • Getting Help
      Chapter 4 R Packages
        An Overview of Packages Listing Packages in Local Libraries Loading Packages
      • Exploring Package Repositories
      • Custom Packages
    The R Language
      Chapter 5 An Overview of the R Language
        Expressions Objects Symbols Functions Objects Are Copied in Assignment Statements Everything in R Is an Object Special Values Coercion The R Interpreter
      • Seeing How R Works
      Chapter 6 R Syntax
        Constants Operators Expressions Control Structures Accessing Data Structures
      • R Code Style Standards
      Chapter 7 R Objects
        Primitive Object Types Vectors Lists Other Objects
      • Attributes
      Chapter 8 Symbols and Environments
        Symbols Working with Environments The Global Environment Environments and Functions
      • Exceptions
      Chapter 9 Functions
        The Function Keyword Arguments Return Values Functions As Arguments Argument Order and Named Arguments
      • Side Effects
      Chapter 10 Object-Oriented Programming
        Overview of Object-Oriented Programming in R Object-Oriented Programming in R: S4 Classes
      • Old-School OOP in R: S3
      Chapter 11 High-Performance R
        Use Built-in Math Functions Use Environments for Lookup Tables Use a Database to Query Large Data Sets Preallocate Memory Monitor How Much Memory You Are Using Functions for Big Data Sets
      • Parallel Computation with R
      • High-Performance R Binaries
    Working with Data
      Chapter 12 Saving, Loading, and Editing Data
        Entering Data Within R Saving and Loading R Objects Importing Data from External Files Exporting Data
      • Importing Data from Databases
      Chapter 13 Preparing Data
        Combining Data Sets Transformations Binning Data Subsets Summarizing Functions Data Cleaning Finding and Removing Duplicates
      • Sorting
      Chapter 14 Graphics
        An Overview of R Graphics Graphics Devices
      • Customizing Charts
      Chapter 15 Lattice Graphics
        History An Overview of the Lattice Package High-Level Lattice Plotting Functions
      • Customizing Lattice Graphics
      • Low-Level Functions
    Statistics with R
      Chapter 16 Analyzing Data
        Summary Statistics Correlation and Covariance Principal Components Analysis Factor Analysis
      • Bootstrap Resampling
      Chapter 17 Probability Distributions
        Normal Distribution Common Distribution-Type Arguments
      • Distribution Function Families
      Chapter 18 Statistical Tests
        Continuous Data
      • Discrete Data
      Chapter 19 Power Tests
        Experimental Design Example t-Test Design Proportion Test Design
      • ANOVA Test Design
      Chapter 20 Regression Models
        Example: A Simple Linear Model Details About the lm Function Subset Selection and Shrinkage Methods Nonlinear Models Survival Models Smoothing
      • Machine Learning Algorithms for Regression
      Chapter 21 Classification Models
        Linear Classification Models
      • Machine Learning Algorithms for Classification
      Chapter 22 Machine Learning
        Market Basket Analysis
      • Clustering
      Chapter 23 Time Series Analysis
        Autocorrelation Functions
      • Time Series Models
      Chapter 24 Bioconductor
        An Example
      • Key Bioconductor Packages
      • Data Structures
      • Where to Go Next
    Appendix R Reference
      basebootclassclustercodetoolsforeigngrDevicesgraphicsgridKernSmoothlatticeMASSmethodsmgcvnlmennetrpartspatialsplinesstatsstats4survivaltcltktools
    • utils
    Bibliography
  • Colophon
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关键词:nutshell Shell NUTS Shel TSH nutshell

沙发
watone 发表于 2010-1-16 14:11:17
还以为楼上的有呢 .......

藤椅
hedgehogpig 发表于 2010-1-16 15:46:55
抛砖引玉嘛……,虽然严格来讲连砖都没有

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