Wentworth
Institute of Technology
Statistics and data with R : an applied approach through examples /
R, an Open Source software, has become the de facto statistical computing environment. It has an excellent collection of data manipulation and graphics capabilities. It is extensible and comes with a large number of packages that allow statistical analysis at all levels from simple to advanced and i...
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| Format: | Electronic eBook |
| Language: | English |
| Published: |
Chichester, U.K. :
Wiley,
2008.
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| Online Access: |
Full text (Wentworth users only) |
Table of Contents:
- Part I Data in statistics and R; 1 Basic R; 2 Data in statistics and in R; 3 Presenting data; Part II Probability, densities and distributions; 4 Probability and random variables; 5 Discrete densities and distributions; 6 Continuous distributions and densities; 7 The normal and sampling densities; Part III Statistics; 8 Exploratory data analysis; 9 Point and interval estimation; 10 Single sample hypotheses testing; 11 Power and sample size for single samples; 12 Two samples; 13 Power and sample size for two samples; 14 Simple linear regression; 15 Analysis of variance; 16 Simple logistic regression; 17 Application: the shape of wars to come.