A course in statistics with R
Integrates the theory and applications of statistics using R A Course in Statistics with R has been written to bridge the gap between theory and applications and explain how mathematical expressions are converted into R programs. The book has been primarily designed as a useful companion for a Maste...
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Main Author: | |
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Other Authors: | , |
Format: | eBook |
Language: | English |
Published: |
Chichester, West Sussex :
Wiley,
2016.
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Series: | Online access with DDA: Askews (Maths)
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Subjects: | |
ISBN: | 9781523114917 9781119152750 9781119152736 9781119152743 9781119152729 |
Physical Description: | 1 online resource |
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072 | 7 | |a 519.1/.8 |x Kombinatorika. Teorie grafů. Matematická statistika. Operační výzkum. Matematické modelování |2 Konspekt |9 13 | |
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100 | 1 | |a Tattar, Prabhanjan, |d 1979- | |
245 | 1 | 2 | |a A course in statistics with R / |c Prabhanjan Tattar, Suresh Ramaiah, B.G. Manjunath. |
264 | 1 | |a Chichester, West Sussex : |b Wiley, |c 2016. | |
300 | |a 1 online resource | ||
336 | |a text |b txt |2 rdacontent | ||
337 | |a počítač |b c |2 rdamedia | ||
338 | |a online zdroj |b cr |2 rdacarrier | ||
504 | |a Includes bibliographical references and index. | ||
506 | |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty | ||
520 | |a Integrates the theory and applications of statistics using R A Course in Statistics with R has been written to bridge the gap between theory and applications and explain how mathematical expressions are converted into R programs. The book has been primarily designed as a useful companion for a Masters student during each semester of the course, but will also help applied statisticians in revisiting the underpinnings of the subject. With this dual goal in mind, the book begins with R basics and quickly covers visualization and exploratory analysis. Probability and statistical inference, inclusive of classical, nonparametric, and Bayesian schools, is developed with definitions, motivations, mathematical expression and R programs in a way which will help the reader to understand the mathematical development as well as R implementation. Linear regression models, experimental designs, multivariate analysis, and categorical data analysis are treated in a way which makes effective use of visualization techniques and the related statistical techniques underlying them through practical applications, and hence helps the reader to achieve a clear understanding of the associated statistical models.- Resumé vydavatel | ||
590 | |a John Wiley and Sons |b Wiley Online Library All Obooks | ||
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650 | 0 | 7 | |a R (programovací jazyk) |2 czenas |7 ph986737 |
650 | 0 | 7 | |a zpracování informací |2 czenas |7 ph210122 |
650 | 0 | 9 | |a mathematical statistics |2 eczenas |
650 | 0 | 9 | |a R (computer program language) |2 eczenas |
650 | 0 | 9 | |a information processing |2 eczenas |
655 | 7 | |a elektronické knihy |7 fd186907 |2 czenas | |
655 | 7 | |a monografie |7 fd132842 |2 czenas | |
655 | 9 | |a electronic books |2 eczenas | |
655 | 9 | |a monographs |2 eczenas | |
700 | 1 | |a Ramaiah, Suresh, |d 1979- | |
700 | 1 | |a Manjunath, B. G., |d 1981- | |
776 | 0 | 8 | |i Print version: |a Tattar, Prabhanjan, 1979- |t Course in statistics with R. |d Chichester, West Sussex : John Wiley & Sons, Inc., 2016 |z 9781119152729 |w (DLC) 2015044550 |
830 | 0 | |a Online access with DDA: Askews (Maths) | |
856 | 4 | 0 | |u https://proxy.k.utb.cz/login?url=https://onlinelibrary.wiley.com/doi/book/10.1002/9781119152743 |y Plný text |
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