Skip to main content

Statistics and Empirical Research

  • Chapter
  • First Online:
Exploratory Data Analysis in Business and Economics
  • 8344 Accesses

Abstract

One often hears statements such as these when challenging the figures used by an opponent. Benjamin Disreali, for example, is famously reputed to have declared, “There are three types of lies: lies, damned lies, and statistics.” This oft-quoted assertion implies that statistics and statistical methods represent a particularly underhanded form of deception. Indeed, individuals who mistrust statistics often find confirmation for their scepticism when two different statistical assessments of the same phenomenon arrive at diametrically opposed conclusions. Yet if statistics can invariably be manipulated to support one-sided arguments, what purpose do they serve?

Chapter 1 Translated from the German original, Cleff, T. (2011). 1 Statistik und empirische Forschung. In Deskriptive Statistik und moderne Datenanalyse (pp. 1–14) © Gabler Verlag, Springer Fachmedien Wiesbaden GmbH, 2011.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 79.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 99.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    In 6/7 A.D., Judea (along with Edom and Samaria) became Roman protectorates. This passage probably refers to the census that was instituted under Quirinius, when all residents of the country and their property were registered for the purpose of tax collection. It could be, however, that the passage is referring to an initial census undertaken in 8/7 B.C.

References

  • Bernhardt, D. C. (1994). I want it fast, factual, actionable – Tailoring competitive intelligence to executives’ needs. Long Range Planning, 27(1), 12–24.

    Article  Google Scholar 

  • Bonhoeffer, K. F. (1948). Über physikalisch-chemische Modelle von Lebensvorgängen. Berlin.

    Google Scholar 

  • Crow, D. (2005). Zeichen. Eine Einführung in die Semiotik für Grafikdesigner. Munich.

    Google Scholar 

  • Heckman, J. (1976). The common structure of statistical models of truncation, sample selection, and limited dependent variables and a simple estimator for such models. The Annals of Economic and Social Measurement, 5(4), 475–492.

    MathSciNet  Google Scholar 

  • Krämer, W. (2005). So lügt man mit Statistik (7th ed.). Munich, Zurich

    Google Scholar 

  • Kunze, C. W. (2000). Competitive intelligence. Ein ressourcenorientierter Ansatz strategischer Frühaufklärung. Aachen

    Google Scholar 

  • Runzheimer, B., Cleff, T., & Schäfer, W. (2005). Operations research 1: Lineare Planungsrechnung und Netzplantechnik (8th ed.). Wiesbaden: Gabler.

    Book  Google Scholar 

  • Swoboda, H. (1971). Exakte Geheimnisse: Knauers Buch der modernen Statistik. München, Zurich

    Google Scholar 

  • Grochla, E. (1969). Modelle als Instrumente der Unternehmensführung. Zeitschrift für betriebswirtschaftliche Forschung (ZfbF), 21, 382–397.

    Google Scholar 

  • Harkleroad, D. (1996). Actionable competitive intelligence. In: Society of Competitive Intelligence Professionals (Ed.), Annual international conference & exhibit conference proceedings (pp. 43–52). Alexandria.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer International Publishing Switzerland

About this chapter

Cite this chapter

Cleff, T. (2014). Statistics and Empirical Research. In: Exploratory Data Analysis in Business and Economics. Springer, Cham. https://doi.org/10.1007/978-3-319-01517-0_1

Download citation

Publish with us

Policies and ethics