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Principles of Applied Statistics M.C. Fleming

Principles of Applied Statistics von M.C. Fleming

Principles of Applied Statistics M.C. Fleming


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Zusammenfassung

This guide aims to clarify the principles of statistical data, probability, regression and correlation analysis, forecasting and time-series analysis, emphasizing their practical applications. Techniques are illustrated with extensive reference to computer programs and statistical packages.

Principles of Applied Statistics Zusammenfassung

Principles of Applied Statistics M.C. Fleming

Managers need to know the broad basis of statistical techniques in order to manage information efficiently. More importantly, they need to interpret results and to extrapolate for effective decision-making. This text aims to guide the reader through the principles of: statistical data; probability; regression and correlation analysis; forecasting; and time series analysis, emphasizing their practical applications. The authors illustrate the techniques with extensive reference to computer programs and statistical packages. Fleming and Nellis are also authors of The Essence of Statistics for Business. and The Essence of Business Economics (both Prentice Hall) #9.99.

Inhaltsverzeichnis

Part 1 Descriptive Statistics: Describing data - tables, charts and graphs. Describing data - averages. Describing data - variability. Exploratory data analysis. Part 2 Probability and Probability Distributions: Probability concepts. Binomial probability distribution. Poisson probability distribution. Normal probability distribution. Part 3 Statistical Inference: Statistical inference - an overview. Sampling distributions. Estimation. Estimation and the t distribution. Hypothesis testing - single population mean. Hypothesis testing - two population mean. Estimation and hypothesis testing - proportions. Part 4 Relationships between Variables: Simple linear regression and correlation. Multiple linear regression and correlation. Tests of goodness of fit and independence. Part 5 Time Series and Index Numbers: Time series analysis. Index numbers. Appendix: Statistical tables.

Zusätzliche Informationen

GOR003868694
9780415073790
0415073790
Principles of Applied Statistics M.C. Fleming
Gebraucht - Sehr Gut
Broschiert
Cengage Learning EMEA
19940604
352
N/A
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