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020 _a9783662691076
_9978-3-662-69107-6
024 7 _a10.1007/978-3-662-69107-6
_2doi
050 4 _aQA276.4-.45
072 7 _aUFM
_2bicssc
072 7 _aCOM077000
_2bisacsh
072 7 _aUFM
_2thema
100 1 _aKronthaler, Franz.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_983651
245 1 0 _aStatistics Applied with the R Commander
_h[electronic resource] :
_bData Analysis Is (Not) an Art /
_cby Franz Kronthaler.
250 _a1st ed. 2024.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2024.
300 _aXXIV, 346 p. 200 illus., 173 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _a Part 1 - Basic Knowledge and Tools to Apply Statistics. - Statistics is Fun -- R and R Commander: A Brief Introduction -- Part 2 - Describing, Nothing But Describing -- Means: How Individuals and Objects Behave on Average -- Dispersion: Deviation from Average Behavior -- Graphics: Visualizing Data -- Correlation: Relationship -- Ratios: Generating New Insights from Old Knowledge -- Part 3 - From Few to All -- From Data to Truth -- Hypotheses: Just a Refinement of the Question -- Normal Distribution and Other Test Distributions. - Hypothesis Testing: What Holds? -- Part 4 - Procedures for Testing Hypotheses -- Mean Test -- Test for Difference in Means with Independent Samples -- Test for Difference in Means with Dependent Samples -- Test for Correlation with Metric, Ordinal, and Nominal Data -- Additional Test Procedures for Nominal Variables -- Part 5 - Regression Analysis -- Simple Linear Regression -- Multiple Regression Analysis -- Part 6 - What Comes Next? -- Brief Report on a Research Question -- Further Statistical Procedures -- Interesting and Further Statistics Books -- Another Dataset for Practice - Intern at a Company -- Appendix.
520 _aThis book shows you how to analyze data sets systematically and to use the R Commander to extract information from data almost effortlessly. Both are (not) an art! The statistical methods are presented and discussed using a single data set. This makes it clear how the methods build on each other and gradually more and more information can be extracted from the data. R and the R Commander functions used are explained in detail – the procedure can be easily transferred to other data sets. The book thus provides a simple introduction to professional and free statistical software. Various didactic elements facilitate orientation and working with the book: At the checkpoints, the most important aspects from each chapter are briefly summarized. In the freak knowledge section, more advanced aspects are addressed to whet the appetite for more. All examples are calculated with hand and the R Commander. Numerous applications and solutions as well as further data sets are available on the author's internet platform. This book is a translation of the original German 2nd edition Statistik angewandt mit dem R Commander by Franz Kronthaler, published by Springer-Verlag GmbH Germany, part of Springer Nature in 2021. The translation was done with the help of artificial intelligence (machine translation by the service DeepL.com). A subsequent human revision was done primarily in terms of content, so that the book will read stylistically differently from a conventional translation. Springer Nature works continuously to further the development of tools for the production of books and on the related technologies to support the authors. The Author Prof. Dr. Franz Kronthaler is professor of economics and statistics at the University of Applied Sciences Graubünden FHGR. He has been working as an empirical economic researcher for more than 20 years, has conducted numerous research projects and published papers. For many years, he has been teaching students of various disciplines in applied statistics and the advanced methods of data analysis at Bachelor and Master level. The translation was done with the help of artificial intelligence. A subsequent human revision was done primarily in terms of content.
650 0 _aStatistics
_xComputer programs.
_963845
650 0 _aStatistics .
_965982
650 0 _aQuantitative research.
650 1 4 _aStatistical Software.
_965988
650 2 4 _aApplied Statistics.
_965986
650 2 4 _aData Analysis and Big Data.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783662691069
776 0 8 _iPrinted edition:
_z9783662691083
856 4 0 _uhttps://doi.org/10.1007/978-3-662-69107-6
912 _aZDB-2-SMA
912 _aZDB-2-SXMS
999 _c63082
_d63082