Exploratory Data Analysis in Business and Economics

An Introduction Using SPSS, Stata, and Excel

AvThomas Cleff

Häftad, Engelska, 2013

995 kr

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Beskrivning

In a world in which we are constantly surrounded by data, figures, and statistics, it is imperative to understand and to be able to use quantitative methods. Statistical models and methods are among the most important tools in economic analysis, decision-making and business planning. This textbook, “Exploratory Data Analysis in Business and Economics”, aims to familiarise students of economics and business as well as practitioners in firms with the basic principles, techniques, and applications of descriptive statistics and data analysis. Drawing on practical examples from business settings, it demonstrates the basic descriptive methods of univariate and bivariate analysis. The textbook covers a range of subject matter, from data collection and scaling to the presentation and univariate analysis of quantitative data, and also includes analytic procedures for assessing bivariate relationships. It does not confine itself to presenting descriptive statistics, but also addresses the use of computer programmes such as Excel, SPSS, and STATA, thus treating all of the topics typically covered in a university course on descriptive statistics. The German edition of this textbook is one of the “bestsellers” on the German market for literature in statistics.

Produktinformation

Utgivningsdatum:2013-11-25
Mått:155 x 235 x 16 mm
Vikt:396 g
Format:Häftad
Språk:Engelska
Antal sidor:215
Upplaga:2014
Förlag:Springer International Publishing AG
ISBN:9783319015163
Originaltitel:Deskriptive Statistik und moderne Datenanalyse - Chapters 1 - 6

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Matematisk statistik inom Naturvetenskap och teknik
Databaser inom Data och IT

Mer om författaren

Thomas Cleff is a Professor of Quantitative Methods for Business & Economics at Pforzheim University and a research associate at the Mannheim Centre for European Research (ZEW). He has served as a visiting professor at several renowned international universities - Ecole de Management ESCEM Tours-Poitiers; Simon Fraser University Vancouver; TEC de Monterrey, and Universitas Gadjah Mada Yogyakarta.

Innehållsförteckning

Statistics and Empirical Research.- From Disarray to Dataset.- Univariate Data Analysis.- Bivariate Association.- Regression Analysis.- Time Series and Indices.- Cluster Analysis.- Factor Analysis.- Solutions to Chapter Exercises.- References and Bibliography.- Index.

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