Applied business statistics

Subtitle:
Methods and excel-based applications
Author:
Trevor Wegner
Format:
Softcover

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Applied business statistics

Short description

Applied business statistics - methods and excel-based applications is an introductory statistics text written specifically for management students who require an understanding of the role of statistics in analysing business data in fields such as marketin

Long description

Applied business statistics - methods and excel-based applications is an introductory statistics text written specifically for management students who require an understanding of the role of statistics in analysing business data in fields such as marketing, finance, human resources, production and logistics. The primary focus of this text is to empower management students with statistical decision making skills so that they become active participants rather than passive observers in business situations where statistical findings are reported and discussed as part of a management decision making process. The text is divided into three major sections - exploratory data analysis, statistical inferences, and statistical modelling. Each section focuses on a different role of Statistics as a decision support tool. Emphasis is therefore placed on - the data requirements for the various techniques and issues of data quality; indentifying likely application areas through numerous illustrative examples; noting the limitations of techniques for decision analysis, and the valid management interpretation of statistical findings. A new feature of this edition of applied business statistics is the use of computer software such as Excel to perform statistical analysis. Excel's statistical capabilities are illustrated through numerous worked examples found in the text. Students are given the opportunity to familiarize themselves with Excel's statistical capabilities by applying them to data sets of business problems, which are available on the accompanying CD. Students can monitor their learning with the help of the exercises at the end of every chapter. Each statistical technique is developed through business-related worked examples drawn from the author's diverse work experiences as a statistical consultant. In this way, a student can readily grasp the basic concept of the technique as well as see how it would be applied in practice. This combination of method and application should prove helpful to both student and lecturer. With a working knowledge of Excel, students can become managers who are able to design and conduct their own statistical analysis in the workplace.

Product details

Publisher:
Juta Legal and Academic Publishers
ISBN:
9780702172861
Publication date:
March 2007
Length:
245mm
Width:
168mm
Thickness:
33mm
Weight:
1080g
Edition:
2nd ed
Pages:
628
Illustrations:
tables & charts

Table of contents

  • Setting the statistical scene
  • Statistics in management
  • data
  • types, sources and collection methods
  • Exploratory data analysis
  • Using excel for statistical analysis
  • summarising data
  • pivot tables and graphs
  • descriptive statistics
  • location measures
  • descriptive statistics
  • dispersion and skewness Measures
  • Probability and sampling
  • the foundation of statistical inference
  • measuring uncertainty
  • basic probability concepts
  • measuring uncertainty
  • probability distributions
  • sampling and sampling distributions
  • making statistical inferences
  • confidence interval estimation
  • hypotheses tests
  • single population (Means and proportions)
  • hypotheses tests
  • comparison between two populations (means and proportions)
  • chi
  • squared hypotheses tests
  • analysis of variance
  • comparing multiple population means
  • Statistical models for forecasting and planning
  • Linear regression and correlation analysis
  • index numbers
  • measuring business activity
  • ime series analysis – a forecasting tool
  • financial calculations – interest, annuities and NPV

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