Using R for introductory statistics. (2014)

• Record Type: Book
• Further Information: Note: John Verzani.
• Authors: Verzani, John
• Contents: DATA; What Is Data?; Some R Essentials; Accessing Data by Using Indices; Reading in Other Sources of Data; UNIVARIATE DATA; Categorical Data; Numeric Data; Shape of a Distribution; BIVARIATE DATA; Pairs of Categorical Variables; Comparing Independent Samples; Relationships in Numeric Data; Simple Linear Regression; MULTIVARIATE DATA; Viewing Multivariate Data; R Basics: Data Frames and Lists; Using Model Formula with Multivariate Data; Lattice Graphics; Types of Data in R; DESCRIBING POPULATIONS; Populations; Families of Distributions; The Central Limit Theorem; SIMULATION; The Normal Approximation for the Binomial; for loops; Simulations Related to the Central Limit Theorem; Defining a Function; Investigating Distributions; Bootstrap Samples; Alternates to for loops; CONFIDENCE INTERVALS; Confidence Interval Ideas; Confidence Intervals for a Population Proportion, p; Confidence Intervals for the Population Mean, µ; Other Confidence Intervals; Confidence Intervals for Differences; Confidence Intervals for the Median; SIGNIFICANCE TESTS; Significance Test for a Population Proportion; Significance Test for the Mean (t-Tests); Significance Tests and Confidence Intervals; Significance Tests for the Median; Two-Sample Tests of Proportion; Two-Sample Tests of Center; GOODNESS OF FIT; The Chi-Squared Goodness-of-Fit Test; The Chi-Squared Test of Independence; Goodness-of-Fit Tests for Continuous Distributions; LINEAR REGRESSION; The Simple Linear Regression Model; Statistical Inference for Simple Linear Regression; Multiple Linear Regression; ANALYSIS OF VARIANCE; One-Way ANOVA; Using lm() for ANOVA; ANCOVA; Two-Way ANOVA; TWO EXTENSIONS OF THE LINEAR MODEL; Logistic Regression; Nonlinear Models; APPENDIX A: GETTING, INSTALLING, AND RUNNING R; Installing and Starting R; Extending R Using Additional Packages; APPENDIX B: GRAPHICAL USER INTERFACES AND R; The Windows GUI; The Mac OS X GUI; Rcdmr; APPENDIX C: TEACHING WITH R; APPENDIX D: MORE ON GRAPHICS WITH R; Low- and High-Level Graphic Functions; Creating New Graphics in R; APPENDIX E: PROGRAMMING IN R; Editing Functions; Using Functions; Using Files and a Better Editor; Object-Oriented Programming with R; INDEX
• Edition: 2nd edition
• Publisher Details: Boca Raton : Chapman & Hall/CRC
• Publication Date: 2014
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 519.50285; R (Computer program language); Statistics -- Data processing
• Languages: English
• ISBNs: 9781466590748; 9781466590762
• Related ISBNs: 9781466590731
• Notes: Note: Description based on CIP data; item not viewed.
• 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).
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