Statistics: An Interdisciplinary Introduction with Interactive Elements
This outstanding introduction into the statistics conveys data and methods competence in unique combination with current, interdisciplinary examples and interactive elements.
Our book has already won several media and innovation awards for this and is now available in a completely revised, updated and expanded seventh edition.
Outstanding suitability for self-study, lecture and education
The work is used at several universities used and covers the usual contents of the Statistics I and II lectures. It is ideally suited for further vocational training, for self-study and as a supplement to statistics lessons at upper secondary level II. Code in the popular programming language R is provided for all exercises.
Practical relevance, interdisciplinarity and high topicality
The relevance of data and methodological skills is illustrated using motivational examples and excurses from multiple areas of statistical application. Links to media contributions provide suggestions for your own further considerations. New or significantly updated sections include explanations on AI, data collection and visualization, sustainibility and income inequality as well as policy monitoring using indicators.
Interactive visualization and innovative media mix
In addition to videos and podcasts, the consistently colorful book offers completely new interactive visualizations of statistical methods and socially relevant data, which are integrated via QR-code. All interactive elements can also be used independently of the book in lectures or in training, e.g. on smartboards. All web links that cannot be accessed directly in the print version are listed below.
Section 1.1
Population forecast of the Federal Statistical Office (Population pyramid): https://service.destatis.de/bevoelkerungspyramide/
European Office for Statistics Eurostat: https://ec.europa.eu/eurostat/en/
UN Millennium 2030 Agenda for sustainable development: https://sdgs.un.org/2030agenda
Section 1.2
Learning platform for AI of the German Donors' Association (KI-Campus): https://ki-campus.org/
UN Millennium 2030 Agenda for sustainable development: https://sdgs.un.org/2030agenda
EU Initiative "Covenant of Mayors" for achieving climate and energy goals: https://eu-mayors.ec.europa.eu/en/home
Category "Data journalism" of the British daily newspaper "The Guardian": https://www.theguardian.com/media/data-journalism
Article from 31. 3. 2023 in the daily newspaper "The Guardian" to free online returns: https://www.theguardian.com/global-development/2023/mar/31/what-happens-when-we-send-back-unwanted-clothes
Article from 28. 2. 2023 in the weekly magazine "Die Zeit" to free online returns: https://www.zeit.de/green/2023-02/zalando-online-mode-fast-fashion-retoure-nachhaltigkeit
Section 1.3
Article in the magazine "Reason" to a questionable surveillance practice in the tourism area: https://reason.com/2019/02/05/hotel-surveillance-state-sex-trafficking/
International Statistical Literacy Project (ISLP): http://iase-web.org/islp/
Consortium for the Advancement of Undergraduate Statistics Education (CAUSE): https://www.causeweb.org/cause/
Statistics Online Computational Resource (SOCR): http://socr.ucla.edu/
App "City|Country|Data flow" of the Adult Education Centers Association: https://ki-campus.org/datenfluss/
Learning platform for Artificial Intelligence of the German Donors' Association (KI-Campus): https://ki-campus.org/
Section 1.4
Online platforms "Coursera", "EdX", "Udacity" and "iversity": https://www.coursera.org/; https://www.edx.org/; https://www.udacity.com/; https://iversity.org/
Section 2.3
Article from 20. 7. 2012 in the daily newspaper "The Guardian" to the measurement of happiness: https://www.theguardian.com/global-development/2023/mar/31/what-happens-when-we-send-back-unwanted-clothes
Socio-Economic Panel (SOEP) of the German Institute for Economic Research: https://www.diw.de/de/diw_01.c.678568.de/forschungsdatenzentrum_soep.html
Happiness Atlas Germany: https://www.skl-gluecksatlas.de/index.html
European Office for Statistics Eurostat: https://ec.europa.eu/eurostat/en/
International Labour Organization (ILO): http://www.ilo.org/global/lang--en/index.htm
Federal Employment Agency (BA): https://www.arbeitsagentur.de/
Federal Statistical Office: https://www.destatis.de/
Section 3.1
European Office for Statistics Eurostat: https://ec.europa.eu/eurostat/en/
United Nations Refugee
Agency (UNHCR): https://www.unhcr.org/
Article in the specialist magazine "Frontiers and Evolution" to the social and mating behavior of prairie voles: https://www.frontiersin.org/articles/10.3389/fevo.2018.00178/full
Report of the Austrian Federal Forests to the marking of wild and stocked fish: https://www.bundesforste.at/leistungen/fischerei/foerderprojekt-ioeg/fischmarkierung-pit-tag.html
German Stock Index: https://www.boerse-frankfurt.de/
Socio-Economic Panel (SOEP) of the German Institute for Economic Research: https://www.diw.de/de/diw_01.c.678568.de/forschungsdatenzentrum_soep.html
General Population Survey of the Social Sciences (ALLBUS): https://www.gesis.org/allbus/allbus
Leibniz Institute for the Social Sciences (GESIS): https://www.gesis.org/home
Swiss Environmental Panel: https://istp.ethz.ch/research/umweltpanel.html
Section 3.2
Society for Consumer Research (GfK): https://www.gfk.com/de/home
Working Group on Television Research (AGF): https://www.agf.de/agf/
Section 3.4
Federal Statistical Office: https://www.destatis.de/
European Office for Statistics Eurostat: https://ec.europa.eu/eurostat/en/
Portal "Statistics Explained" by Eurostat: https://ec.europa.eu/eurostat/statistics-explained/
Organisation for Economic Co-operation and Development (OECD): https://www.oecd.org/
UN Statistics Division: https://unstats.un.org/UNSDWebsite/
Section 4.1
Stockholm International Peace Research Institute (SIPRI): https://www.sipri.org/
Pandemic Radar of the Robert Koch Institute: https://www.rki.de/DE/Content/InfAZ/N/Neuartiges_Coronavirus/Situationsberichte/COVID-19-Trends/COVID-19-Trends.html?__blob=publicationFile#/home
COVID-19 Dashboard of the World Health Organization (WHO): https://covid19.who.int/
COVID-19 Dashboard of the Johns Hopkins University: https://coronavirus.jhu.edu/map.html
Article in the weekly magazine "Der Spiegel" to COVID-19: https://www.spiegel.de/wissenschaft/medizin/coronavirus-infizierte-genesene-tote-alle-live-daten-a-242d71d5-554b-47b6-969a-cd920e8821f1
Section 4.2
Earnings Structure Survey of the European Office for Statistics (Eurostat): https://ec.europa.eu/eurostat/en/web/microdata/structure-of-earnings-survey
Article from 4. 3. 2019 at "Spiegel Online" to the demographic change in Germany: https://www.spiegel.de/wirtschaft/soziales/deutschland-so-schnell-altert-die-bevoelkerung-in-ihrem-heimatkreis-a-1255659.html
Section 4.3
Infographic of the Federal Statistical Office on Instagram to e-scooter accidents: https://www.instagram.com/p/CsjIkxQorvf/
Article of the Süddeutsche Zeitung from 11.2.2019 to the development of the bee population: https://www.sueddeutsche.de/bayern/volksbegehren-bienen-streit-1.4325058
Section 5.1
Data of the International Energy Agency (IEA): https://www.iea.org/data-and-statistics
Full Fact (independent institution that makes questionable statistical information public for the United Kingdom): https://fullfact.org/
EU Statistics on Income and Living Conditions (EU-SILC): https://ec.europa.eu/eurostat/en/web/microdata/european-union-statistics-on-income-and-living-conditions
Section 5.3
Article from 29. 1. 2018 in the "Wirtschaftswoche" to a hacker attack on a Tokyo trading platform for cryptocurrencies: https://www.wiwo.de/finanzen/geldanlage/hackerangriff-auf-coincheck-so-reagieren-die-behoerden-auf-den-mega-raub/20902810.html
Section 7.1
International Energy Agency (IEA): https://www.iea.org/
Section 7.2
Data of the OECD on worldwide income inequality, measured by means of the Gini coefficient: https://data.oecd.org/inequality/income-inequality.htm
Data from the World Factbook of the CIA on worldwide income inequality, measured by means of the Gini coefficient
Article from 12. 3. 2020 in the "Handelsblatt" to income inequality in Germany: https://www.handelsblatt.com/politik/deutschland/vermoegen-studie-zeigt-die-reichsten-50-prozent-werden-immer-reicher-arme-bleiben-arm/25637446.html
Article from 25. 4. 2023 in the FAZ to income inequality in Germany: https://www.faz.net/aktuell/finanzen/meine-finanzen/ungleichheit-in-deutschland-hat-abgenommen-laut-bundesbank-studie-18844765.html
Section 7.3
World Inequality Report 2022: https://wir2022.wid.world/
Section 8.1
Data and information of the World Health Organization (WHO) to the Body-Mass-Index: https://www.who.int/data/gho/data/themes/topics/topic-details/GHO/body-mass-index
Article from 3. 11. 2022 in the Süddeutsche Zeitung to the overweight of children: https://www.sueddeutsche.de/leben/gesellschaft-krankhaftes-uebergewicht-bei-kindern-nimmt-zu-dpa.urn-newsml-dpa-com-20090101-221103-99-367637
General information of the World Health Organization (WHO) to overweight: https://www.who.int/en/news-room/fact-sheets/detail/obesity-and-overweight
Federal Statistical Office: https://www.destatis.de/
Sustainability indicators of the Federal Statistical Office: https://www.destatis.de/DE/Themen/Gesellschaft-Umwelt/Nachhaltigkeitsindikatoren/
Stockholm International Peace Research Institute (SIPRI): https://www.sipri.org/
Report of the human rights organization "Human Rights Watch" to the surveillance practice in the Chinese province Xinjiang: https://www.hrw.org/video-photos/interactive/2019/05/02/china-how-mass-surveillance-works-xinjiang
Report of the International Consortium of Investigative Journalists to the surveillance practice in the Chinese province Xinjiang: https://www.icij.org/investigations/china-cables/exposed-chinas-operating-manuals-for-mass-internment-and-arrest-by-algorithm/
Xinjiang Police Files to the situation in internment camps in the Chinese province Xinjiang: https://www.xinjiangpolicefiles.org/
Section 8.2
Stiftung Warentest: https://www.test.de/
Article from 26. 8. 2008 in the "Guardian" to the medal ranking at Olympics: https://www.theguardian.com/commentisfree/2008/aug/26/olympics2008
Federal Statistical Office: https://www.destatis.de/
Human Development Index (HDI) of the United Nations: https://hdr.undp.org/data-center/human-development-index#/indicies/HDI
Multidimensional Poverty Index (MPI) of the United Nations: https://hdr.undp.org/content/2021-global-multidimensional-poverty-index-mpi#/indicies/MPI
Global Innovation Index: https://www.globalinnovationindex.org/content.aspx
Global Power City Index: https://mori-m-foundation.or.jp/english/ius2/gpci2/index.shtml
Human Development Report 2021-22 of the United Nations: https://hdr.undp.org/system/files/documents/global-report-document/hdr2021-22pdf_1.pdf
National Well-Being-Index of the British Statistical Office (ONS) https://www.ons.gov.uk/peoplepopulationandcommunity/wellbeing/articles/measuresofnationalwellbeingdashboardqualityoflifeintheuk/2022-08-12
Better-Life-Index of the OECD for Germany: https://www.oecdbetterlifeindex.org/countries/germany/
Happiness Atlas Germany: https://www.skl-gluecksatlas.de/index.html
World Economic Forum: https://www.weforum.org/
Global Competitiveness Report 2020 of the World Economic Forum: https://www3.weforum.org/docs/WEF_TheGlobalCompetitivenessReport2020.pdf
World Values Survey: https://www.worldvaluessurvey.org/wvs.jsp
World Press Freedom Index: https://rsf.org/en/index
Section 9.3
Stockholm International Peace Research Institute (SIPRI): https://www.sipri.org/
Web page of the free software R: https://www.r-project.org/
Section 10.2
Web page with examples to the topic "Spurious correlations": https://tylervigen
.com/spurious-correlations
Section 11.5
Learning platform for AI of the German Donors' Association (KI-Campus): https://ki-campus.org/
Umbrella organization of the European Statistical Societies (FENStats): https://www.fenstats.eu/
Section 12.2
Article from 9. 8. 2014 in the FAZ to four-digit PIN codes: https://www.faz.net/aktuell/wissen/physik-mehr/wie-haeufig-kommen-welche-geheimnummern-vor-13087772.html
Section 15.2
Article from 25. 2. 2010 in the weekly magazine "Der Spiegel" to the so-called "Maserati affair": https://www.spiegel.de/panorama/maserati-affaere-obdachlosenhelfer-nimmt-auszeit-a-680234.html
Section 15.3
EU Statistics on Income and Living Conditions (EU-SILC): https://ec.europa.eu/eurostat/en/web/microdata/european-union-statistics-on-income-and-living-conditions