Emphasizing concepts rather than recipes, An Introduction to Statistical Inference and Its Applications with R provides a clear exposition of the methods of statistical inference for students who are comfortable with mathematical notation. Numerous examples, case studies, and exercises are included. R is used to simplify computation, create figures, and draw pseudorandom samples―not to perform entire analyses.
After discussing the importance of chance in experimentation, the text develops basic tools of probability. The plug-in principle then provides a transition from populations to samples, motivating a variety of summary statistics and diagnostic techniques. The heart of the text is a careful exposition of point estimation, hypothesis testing, and confidence intervals. The author then explains procedures for 1- and 2-sample location problems, analysis of variance, goodness-of-fit, and correlation and regression. He concludes by discussing the role of simulation in modern statistical inference.
Focusing on the assumptions that underlie popular statistical methods, this textbook explains how and why these methods are used to analyze experimental data.
"synopsis" may belong to another edition of this title.
Michael W. Trosset is Professor of Statistics and Director of the Indiana Statistical Consulting Center at Indiana University.
"About this title" may belong to another edition of this title.
Shipping:
US$ 4.00
Within U.S.A.
Book Description Hardcover. Condition: new. New. Fast Shipping and good customer service. Seller Inventory # Holz_New_1584889470
Book Description Condition: new. Seller Inventory # FrontCover1584889470
Book Description Hardcover. Condition: new. New. Seller Inventory # Wizard1584889470
Book Description Hardcover. Condition: new. Prompt service guaranteed. Seller Inventory # Clean1584889470
Book Description Hardcover. Condition: new. Buy for Great customer experience. Seller Inventory # GoldenDragon1584889470
Book Description Hardcover. Condition: new. Hardcover. Emphasizing concepts rather than recipes, An Introduction to Statistical Inference and Its Applications with R provides a clear exposition of the methods of statistical inference for students who are comfortable with mathematical notation. Numerous examples, case studies, and exercises are included. R is used to simplify computation, create figures, and draw pseudorandom samples--not to perform entire analyses. After discussing the importance of chance in experimentation, the text develops basic tools of probability. The plug-in principle then provides a transition from populations to samples, motivating a variety of summary statistics and diagnostic techniques. The heart of the text is a careful exposition of point estimation, hypothesis testing, and confidence intervals. The author then explains procedures for 1- and 2-sample location problems, analysis of variance, goodness-of-fit, and correlation and regression. He concludes by discussing the role of simulation in modern statistical inference. Focusing on the assumptions that underlie popular statistical methods, this textbook explains how and why these methods are used to analyze experimental data. Explains how statistical methods are used for data analysis and uses the elementary functions of R to perform the individual steps of statistical procedures. This title introduces basic concepts of inference through a study of several important procedures, including parametric and nonparametric methods, analysis of variance, and regression. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Seller Inventory # 9781584889472
Book Description Hardcover. Condition: new. New Copy. Customer Service Guaranteed. Seller Inventory # think1584889470
Book Description Hardcover. Condition: New. 1st Edition. Ships in a BOX from Central Missouri! UPS shipping for most packages, (Priority Mail for AK/HI/APO/PO Boxes). Seller Inventory # 001010011N
Book Description Hardcover. Condition: new. Seller Inventory # 9781584889472
Book Description Condition: New. New. In shrink wrap. Looks like an interesting title! 1.98. Seller Inventory # Q-1584889470