Nonparametric statistical methods using R. (2014)

• Record Type: Book
• Further Information: Note: John Kloke, Joseph W. McKean.
• Authors: Kloke, John; McKean, Joseph W, 1944-
• Contents: Getting Started with R; R Basics; Reading External Data; Generating Random Data; Graphics; Repeating Tasks; User-Defined Functions; Monte Carlo Simulation; R Packages Basic Statistics; Sign Test; Signed-Rank Wilcoxon; Bootstrap; Robustness; One- and Two-Sample Proportion Problems; χ2 Tests Two-Sample Problems; Introductory Example; Rank-Based Analyses; Scale Problem; Placement Test for the Behrens–Fisher Problem; Efficiency and Optimal Scores; Adaptive Rank Scores Tests Regression I; Simple Linear Regression; Multiple Linear Regression; Linear Models; Aligned Rank Tests; Bootstrap; Nonparametric Regression; Correlation ANOVA and ANCOVA; One-Way ANOVA; Multi-Way Crossed Factorial Design; ANCOVA; Methodology for Type III Hypotheses Testing; Ordered Alternatives; Multi-Sample Scale Problem Time-to-Event Analysis ; Kaplan–Meier and Log Rank Test; Cox Proportional Hazards Models; Accelerated Failure Time Models Regression II; Robust Diagnostics; Weighted Regression; Linear Models with Skew Normal Errors; A Hogg-Type Adaptive Procedure; Nonlinear; Time Series Cluster Correlated Data ; Friedman’s Test; Joint Rankings Estimator; Robust Variance Component Estimators ; Multiple Rankings Estimator; GEE-Type Estimator Bibliography Index Exercises appear at the end of each chapter.
• Edition: 1st
• Publisher Details: Boca Raton : Chapman & Hall/CRC
• Publication Date: 2014
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 519.54; Nonparametric statistics -- Data processing; R (Computer program language)
• Languages: English
• ISBNs: 9781439873441
• Related ISBNs: 9781439873434
• Notes: Note: Includes bibliographical references and index.; 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).
• 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.