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Statistics Mick Crawley

Statistics By Mick Crawley

Statistics by Mick Crawley


$10.00
Condition - Very Good
10 in stock

Summary

Statistics: An Introduction Using R offers a concise introduction to statistical methods, stressing the graphical investigation of data, and features step--by--step instructions to help the non--statistician to understand fully the methodology. .

Statistics Summary

Statistics: An Introduction Using R by Mick Crawley

Computer software is an essential tool for many statistical modelling and data analysis techniques, aiding in the implementation of large data sets in order to obtain useful results. R is one of the most powerful and flexible statistical software packages available, and enables the user to apply a wide variety of statistical methods ranging from simple regression to generalized linear modelling. Statistics: An Introduction using R is a clear and concise introductory textbook to statistical analysis using this powerful and free software, and follows on from the success of the authora s previous best--selling title Statistical Computing. aeo Features step--by--step instructions that assume no mathematics, statistics or programming background, helping the non--statistician to fully understand the methodology. aeo Uses a series of realistic examples, developing step--wise from the simplest cases, with the emphasis on checking the assumptions (e.g. constancy of variance and normality of errors) and the adequacy of the model chosen to fit the data. aeo The emphasis throughout is on estimation of effect sizes and confidence intervals, rather than on hypothesis testing. aeo Covers the full range of statistical techniques likely to be need to analyse the data from research projects, including elementary material like t--tests and chi--squared tests, intermediate methods like regression and analysis of variance, and more advanced techniques like generalized linear modelling. aeo Includes numerous worked examples and exercises within each chapter. aeo Accompanied by a website featuring worked examples, data sets, exercises and solutions: http://www.imperial.ac.uk/bio/research/crawley/statistics Statistics: An Introduction using R is the first text to offer such a concise introduction to a broad array of statistical methods, at a level that is elementary enough to appeal to a broad range of disciplines. It is primarily aimed at undergraduate students in medicine, engineering, economics and biology -- but will also appeal to postgraduates who have not previously covered this area, or wish to switch to using R.

Statistics Reviews

I would recommend this book to those who need to teach statistics via the medium of R and those self learners who want to acquire the basic techniques of statistics together with powerful statistical software. (Technometrics, May 2006) !will provide you with enhanced statistical insights!and access to a free and powerful computing language. (Clinical Chemistry, May 2006) ...I know of no better book of its kind... (Journal of the Royal Statistical Society, Vol 169 (1), January 2006) !offers a demanding, non--calculus--based coverage of such standard topics as hypothesis testing, modeling, regression, ANOVA, and count data. (CHOICE, November 2005)

Table of Contents

Preface. Chapter 1. Fundamentals. Chapter 2. Dataframes. Chapter 3. Central Tendency. Chapter 4. Variance. Chapter 5. Single Samples. Chapter 6. Two Samples. Chapter 7. Statistical Modelling. Chapter 8. Regression. Chapter 9. Analysis of Variance. Chapter 10. Analysis of Covariance. Chapter 11. Multiple Regression. Chapter 12. Contrasts. Chapter 13. Count Data. Chapter 14. Proportion Data. Chapter 15. Death and Failure Data. Chapter 16. Binary Response Variable. Appendix 1: Fundamentals of the R Language. References and Further Reading. Index.

Additional information

GOR003919385
9780470022986
0470022981
Statistics: An Introduction Using R by Mick Crawley
Used - Very Good
Paperback
John Wiley and Sons Ltd
20050311
342
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in very good condition, but if you are not entirely satisfied please get in touch with us

Customer Reviews - Statistics