Statistics applied with Excel : data analysis is (not) an art / Franz Kronthaler.

This book shows you how to analyze data sets systematically and to use Excel 2019 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 grad...

Full description

Saved in:
Bibliographic Details
Main Author: Kronthaler, Franz
Format: eBook
Language:English
German
Published: Berlin, Germany : Springer, [2023]
Subjects:
Online Access:Click for online access
Uniform Title:Statistik angewandt mit Excel.

MARC

LEADER 00000cam a2200000 i 4500
001 on1353217826
003 OCoLC
005 20241006213017.0
006 m o d
007 cr cnu---unuuu
008 221205s2023 gw a o 001 0 eng d
040 |a GW5XE  |b eng  |e rda  |e pn  |c GW5XE  |d EBLCP  |d YDX  |d OCLCF  |d OCLCQ  |d SFB  |d INT  |d OCLCQ  |d N$T  |d OCLCO 
019 |a 1351463412  |a 1351752268  |a 1374611637 
020 |a 9783662643198  |q (electronic bk.) 
020 |a 3662643197  |q (electronic bk.) 
020 |a 9788366264311  |q (8) 
020 |a 8366264319 
020 |z 3662643189 
020 |z 9783662643181 
024 7 |a 10.1007/978-3-662-64319-8  |2 doi 
035 |a (OCoLC)1353217826  |z (OCoLC)1351463412  |z (OCoLC)1351752268  |z (OCoLC)1374611637 
041 1 |a eng  |h ger 
050 4 |a QA276.4 
072 7 |a UFM  |2 bicssc 
072 7 |a COM077000  |2 bisacsh 
072 7 |a UFM  |2 thema 
049 |a HCDD 
100 1 |a Kronthaler, Franz. 
240 1 0 |a Statistik angewandt mit Excel.  |l English 
245 1 0 |a Statistics applied with Excel :  |b data analysis is (not) an art /  |c Franz Kronthaler. 
264 1 |a Berlin, Germany :  |b Springer,  |c [2023] 
300 |a 1 online resource :  |b illustrations (black and white, and color). 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |2 rdaft  |0 http://rdaregistry.info/termList/fileType/1002 
505 0 |a Part 1 - Basic knowledge and tools to apply statistics -- Statistics is fun -- Excel: A brief introduction and the statistical possibilities -- Part 2 - Describe, nothing but describe -- Mean values: How people and objects behave on average -- Scatter: The deviation from average behavior -- Graphs: The possibility to represent data visually -- Correlation: Of the correlation -- Ratio and index numbers: The chance to generate new things from old knowledge -- Part 3 - From Few to All -- Of Data and the Truth -- Hypotheses: Just a specification of the question -- Normal distribution and other test distributions -- Hypothesis testing: What is Valid? -- Part 4 - Procedures for Testing Hypotheses -- The Mean Test -- The Test for Difference of Means in Independent Samples -- The Test for Difference of Means in Dependent Samples -- The Analysis of Variance for Testing for Group Differences in More than Two Groups -- The Test for Correlation in Metric, Ordinal, and Nominal Data -- Further Test Procedures for Nominal Variables -- Summary Part IV - Overview of testing procedures -- Part 5 - Regression analysis -- The linear single regression -- The multiple regression analysis -- Part 6 - What's next -- Brief report on a research question -- Further statistical procedures -- Interesting and further statistics books -- Another data set to practice on - Intern of a company -- Appendix. 
520 |a This book shows you how to analyze data sets systematically and to use Excel 2019 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. The Excel functions used are explained in detail - the procedure can therefore be easily transferred to other data sets. 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 Excel. 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 Excel 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 Graubunden 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. 
500 |a Includes index. 
588 0 |a Print version record. 
630 0 0 |a Microsoft Excel (Computer file) 
630 0 7 |a Microsoft Excel (Fitxer informàtic)  |2 cantic 
630 0 7 |a Microsoft Excel (Computer file)  |2 fast 
650 0 |a Statistics  |x Data processing. 
650 0 |a Electronic spreadsheets. 
650 7 |a Electronic spreadsheets  |2 fast 
650 7 |a Statistics  |x Data processing  |2 fast 
650 7 |a Fulls de càlcul.  |2 thub 
650 7 |a Estadística.  |2 thub 
650 7 |a Processament de dades.  |2 thub 
655 7 |a Llibres electrònics.  |2 thub 
776 0 8 |i Print version:  |a KRONTHALER, FRANZ.  |t STATISTICS APPLIED WITH EXCEL.  |d [Place of publication not identified] : SPRINGER, 2022  |z 3662643189  |w (OCoLC)1268326303 
856 4 0 |u https://holycross.idm.oclc.org/login?auth=cas&url=https://link.springer.com/10.1007/978-3-662-64319-8  |y Click for online access 
903 |a SPRING-ALL2023 
994 |a 92  |b HCD