An edition of Statistics and scientific method (2011)

Statistics and scientific method

an introduction for students and researchers

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Last edited by ImportBot
January 31, 2023 | History
An edition of Statistics and scientific method (2011)

Statistics and scientific method

an introduction for students and researchers

  • 0 Ratings
  • 0 Want to read
  • 0 Currently reading
  • 0 Have read

"Most introductory statistics text-books are written either in a highly mathematical style for an intended readership of mathematics undergraduate students, or in a recipe-book style for an intended audience of non-mathematically inclined undergraduate or postgraduate students, typically in a single discipline; hence, "statistics for biologists", "statistics for psychologists", and so on. An antidote to technique-oriented service courses, Statistics and Scientific Method is different. It studiously avoids the recipe-book style and keeps algebraic details of specific statistical methods to the minimum extent necessary to understand the underlying concepts. Instead, the text aims to give the reader a clear understanding of how core statistical ideas of experimental design, modelling and data analysis are integral to the scientific method. Aimed primarily at beginning postgraduate students across a range of scientific disciplines (albeit with a bias towards the biological, environmental and health sciences), it therefore assumes some maturity of understanding of scientific method, but does not require any prior knowledge of statistics, or any mathematical knowledge beyond basic algebra and a willingness to come to terms with mathematical notation. Any statistical analysis of a realistically sized data-set requires the use of specially written computer software. An Appendix introduces the reader to our open-source software of choice, R, whilst the book's web-page includes downloadable data and R code that enables the reader to reproduce all of the analyses in the book and, with easy modifications, to adapt the code to analyse their own data if they wish. However, the book is not intended to be a textbook on statistical computing, and all of the material in the book can be understood without using either R or any other computer software"--

Publish Date
Language
English

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Edition Availability
Cover of: Statistics and scientific method
Statistics and scientific method: an introduction for students and researchers
2011, Oxford University Press
in English

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Book Details


Table of Contents

Machine generated contents note:
1. Introduction
2. Overview
3. Uncertainty
4. Exploratory data analysis
5. Experimental design
6. Simple comparative experiments
7. Statistical modelling
8. Survival analysis
9. Time series analysis
10. Spatial statistics.

Edition Notes

Published in
New York

Classifications

Dewey Decimal Class
519.5
Library of Congress
Q180.55.S7 D54 2011, Q180.55.S7

The Physical Object

Pagination
p. cm.

ID Numbers

Open Library
OL24842333M
ISBN 13
9780199543199
LCCN
2011013003

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History

Download catalog record: RDF / JSON / OPDS | Wikipedia citation
January 31, 2023 Edited by ImportBot import existing book
October 9, 2020 Edited by ImportBot import existing book
September 25, 2020 Edited by MARC Bot import existing book
August 2, 2020 Edited by ImportBot import existing book
July 26, 2011 Created by LC Bot Imported from Library of Congress MARC record