Introduction to statistics and data analysis : with exercises, solutions and applications in R

상세정보

자료유형	단행본
서명/저자사항	Introduction to statistics and data analysis: with exercises, solutions and applications in R / Christian Heumann, Michael Schomaker, Shalabh.
개인저자	Heumann, Christian, 1962- author. Schomaker, Michael, author. Shalabh, author.
발행사항	Cham, Switzerland: Springer, 2016.
형태사항	xiii, 456 p. : illustrations ; 24 cm
ISBN	9783319834566 3319834568 9783319461601 3319461605
서지주기	Includes bibliographical references and index.
내용주기	Part I Descriptive Statistics: Introduction and Framework -- Frequency Measures and Graphical Representation of Data -- Measures of Central Tendency and Dispersion -- Association of Two Variables -- Part I Probability Calculus: Combinatorics -- Elements of Probability Theory -- Random Variables -- Probability Distributions -- Part III Inductive Statistics: Inference -- Hypothesis Testing -- Linear Regression -- Part IV Appendices: Introduction to R -- Solutions to Exercises -- Technical Appendix -- Visual Summaries.
요약	This introductory statistics textbook conveys the essential concepts and tools needed to develop and nurture statistical thinking. It presents descriptive, inductive and explorative statistical methods and guides the reader through the process of quantitative data analysis. In the experimental sciences and interdisciplinary research, data analysis has become an integral part of any scientific study. Issues such as judging the credibility of data, analyzing the data, evaluating the reliability of the obtained results and finally drawing the correct and appropriate conclusions from the results are vital. The text is primarily intended for undergraduate students in disciplines like business administration, the social sciences, medicine, politics, macroeconomics, etc. It features a wealth of examples, exercises and solutions with computer code in the statistical programming language R as well as supplementary material that will enable the reader to quickly adapt all methods to their own applications.
일반주제명	Mathematical statistics. R (Computer program language) R (Langage de programmation) Mathematical statistics. R (Computer program language)
분류기호(DDC)	519.50285
언어	영어