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An Introduction to Statistics with Python: With Applications in the Life Sciences > 수학/통계학

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An Introduction to Statistics with Python: With Applications in the Life Sciences
출간예정도서
판매가격 69,000원
저자 Thomas Haslwanter
도서종류 외국도서
출판사 Springer
발행언어 영어
발행일 2016
페이지수 278
ISBN 9783319283159
배송비결제 주문시 결제
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    도서 상세설명

    Thomas Haslwanter is a Professor at the Department of Medical Engineering of the University of Applied Sciences Upper Austria in Linz, and lecturer at the ETH Zurich in Switzerland. He also worked as a researcher at the University of Sydney, Australia and the University of Tuebingen, Germany. He has extensive experience in medical research, with a focus on the diagnosis and treatment of vertigo and dizziness and on rehabilitation. After 15 years of extensive use of Matlab, he discovered Python, which he now uses for statistical data analysis, sound and image processing, and for biological simulation applications. He has been teaching in an academic environment for more than 10 years.

    Table of Contents

    Part I: Python and Statistics.- Why Statistics?.- Python.- Data Input.- Display of Statistical Data.- 

    Part II: Distributions and Hypothesis Tests.- Background.- Distributions of One Variable.- Hypothesis Tests.- Tests of Means of Numerical Data.- Tests on Categorical Data.- Analysis of Survival Times.- 

    Part III: Statistical Modelling.- Linear Regression Models.- Multivariate Data Analysis.- Tests on Discrete Data.- Bayesian Statistics.- Solutions.- Glossary.-

    Index.


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