Biomeasurement
Understanding, Analysing and Communicating Data in the Biosciences
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A termék adatai:
- Kiadó Oxford University Press
- Megjelenés dátuma 2005. március 31.
- ISBN 9780199265152
- Kötéstípus Puhakötés
- Terjedelem312 oldal
- Méret 246x189x16 mm
- Súly 616 g
- Nyelv angol
- Illusztrációk numerous line figures 0
Kategóriák
Rövid leírás:
Biomeasurement offers a refreshing, student-focused introduction to the use of statistics in the study of the biosciences. With an emphasis on why statistical techniques are essential tools for bioscientists, the book removes the stigma attached to statistics by giving students the confidence to use and further explore the key techniques for themselves.
TöbbHosszú leírás:
Statistical analysis allows us to attach meaning to data which we have collected; it helps us to understand what results really mean, and to assess whether we can trust what experiments seem to be telling us. Yet, despite being a collection of the most valuable and important tools available to bioscientists, statistics is the aspect of study which most students fear more than any other.
Biomeasurement offers a refreshing, student-focused introduction to the use of statistics in the study of the biosciences. With an emphasis on why statistical techniques are essential tools for bioscientists, the book removes the stigma attached to statistics by giving students the confidence to use and further explore the key techniques for themselves.
The book starts by placing the role of data analysis in the context of wider scientific method, and introduces the student to the key terms and concepts which are common to all statistical tools. It then guides the student through descriptive statistics, and on to inferential statistics, explaining how and why each type of technique is used, and what each can tell us in order to better understand our data. The book goes on to present nine key statistical tests, walking the student step-wise
through the use of each, with carefully integrated examples, and plentiful opportunities for hands-on practice. Finally, an overview of choosing the right test to suit your data, and tools for presenting data and their statistical analyses, is given.
Whatever their preconceptions regarding statistics, Biomeasurement will be sure to engage even the most wary of students, demonstrating the power and importance of statistics throughout the study of bioscience.
Online Resource Centre
Features a range of interactive resources, using both Excel and SPSS, to encourage students to familiarise themselves with, and build confidence in the use of, a range of statistical tests including copies of the primary literature articles cited in the text to give students immediate free access to this material
Biomeasurement really is a 'top notch' text on statistics for Biologists. I wish it had been written before I planned my own course!
Tartalomjegyzék:
Why Am I Reading This Book?
Getting To Grips With The Basics
Describing A Single Sample
Inferring And Estimating
Overview of Hypothesis Testing
Tests On Frequencies
Tests Of Differences: Two Unrelated Samples
Tests Of Differences: Two Related Samples
Tests Of Differences: More Than Two Samples
Tests of Relationship: Regression
Tests of Relationship: Correlation
Choosing The Right Test And Graph
Answers to self-test questions
Appendix I: How to enter data into SPSS
Appendix II: Statistical Tables of Critical Values
Selected further reading
References
Index
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