An Experimental Approach To Biology PDF Download
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Author | : David J. Glass |
Publisher | : CSHL Press |
Total Pages | : 211 |
Release | : 2007 |
Genre | : Biology |
ISBN | : 0879697350 |
Download Experimental Design for Biologists Book in PDF, ePub and Kindle
The effective design of scientific experiments is critical to success, yet graduate students receive very little formal training in how to do it. Based on a well-received course taught by the author, Experimental Design for Biologistsfills this gap. Experimental Design for Biologistsexplains how to establish the framework for an experimental project, how to set up a system, design experiments within that system, and how to determine and use the correct set of controls. Separate chapters are devoted to negative controls, positive controls, and other categories of controls that are perhaps less recognized, such as “assumption controls†and “experimentalist controls†. Furthermore, there are sections on establishing the experimental system, which include performing critical “system controls†. Should all experimental plans be hypothesis-driven? Is a question/answer approach more appropriate? What was the hypothesis behind the Human Genome Project? What color is the sky? How does one get to Carnegie Hall? The answers to these kinds of questions can be found in Experimental Design for Biologists. Written in an engaging manner, the book provides compelling lessons in framing an experimental question, establishing a validated system to answer the question, and deriving verifiable models from experimental data. Experimental Design for Biologistsis an essential source of theory and practical guidance in designing a research plan.
Author | : Peter Abramoff |
Publisher | : |
Total Pages | : 253 |
Release | : 1966 |
Genre | : Biologie - Expériences |
ISBN | : |
Download An Experimental Approach to Biology Book in PDF, ePub and Kindle
Author | : Gerry P. Quinn |
Publisher | : Cambridge University Press |
Total Pages | : 851 |
Release | : 2002-03-21 |
Genre | : Nature |
ISBN | : 1139432893 |
Download Experimental Design and Data Analysis for Biologists Book in PDF, ePub and Kindle
An essential textbook for any student or researcher in biology needing to design experiments, sample programs or analyse the resulting data. The text begins with a revision of estimation and hypothesis testing methods, covering both classical and Bayesian philosophies, before advancing to the analysis of linear and generalized linear models. Topics covered include linear and logistic regression, simple and complex ANOVA models (for factorial, nested, block, split-plot and repeated measures and covariance designs), and log-linear models. Multivariate techniques, including classification and ordination, are then introduced. Special emphasis is placed on checking assumptions, exploratory data analysis and presentation of results. The main analyses are illustrated with many examples from published papers and there is an extensive reference list to both the statistical and biological literature. The book is supported by a website that provides all data sets, questions for each chapter and links to software.
Author | : Hans-Michael Kaltenbach |
Publisher | : Springer Nature |
Total Pages | : 281 |
Release | : 2021-04-15 |
Genre | : Mathematics |
ISBN | : 3030696413 |
Download Statistical Design and Analysis of Biological Experiments Book in PDF, ePub and Kindle
This richly illustrated book provides an overview of the design and analysis of experiments with a focus on non-clinical experiments in the life sciences, including animal research. It covers the most common aspects of experimental design such as handling multiple treatment factors and improving precision. In addition, it addresses experiments with large numbers of treatment factors and response surface methods for optimizing experimental conditions or biotechnological yields. The book emphasizes the estimation of effect sizes and the principled use of statistical arguments in the broader scientific context. It gradually transitions from classical analysis of variance to modern linear mixed models, and provides detailed information on power analysis and sample size determination, including ‘portable power’ formulas for making quick approximate calculations. In turn, detailed discussions of several real-life examples illustrate the complexities and aberrations that can arise in practice. Chiefly intended for students, teachers and researchers in the fields of experimental biology and biomedicine, the book is largely self-contained and starts with the necessary background on basic statistical concepts. The underlying ideas and necessary mathematics are gradually introduced in increasingly complex variants of a single example. Hasse diagrams serve as a powerful method for visualizing and comparing experimental designs and deriving appropriate models for their analysis. Manual calculations are provided for early examples, allowing the reader to follow the analyses in detail. More complex calculations rely on the statistical software R, but are easily transferable to other software. Though there are few prerequisites for effectively using the book, previous exposure to basic statistical ideas and the software R would be advisable.
Author | : David Heath |
Publisher | : CRC Press |
Total Pages | : 372 |
Release | : 1995-10-26 |
Genre | : Mathematics |
ISBN | : 1135370117 |
Download An Introduction To Experimental Design And Statistics For Biology Book in PDF, ePub and Kindle
This illustrated textbook for biologists provides a refreshingly clear and authoritative introduction to the key ideas of sampling, experimental design, and statistical analysis. The author presents statistical concepts through common sense, non-mathematical explanations and diagrams. These are followed by the relevant formulae and illustrated by w
Author | : Peter Abramoff |
Publisher | : |
Total Pages | : 276 |
Release | : 1966 |
Genre | : Biology |
ISBN | : |
Download An Experimental Approach to Biology Book in PDF, ePub and Kindle
Author | : Jay L. Nadeau |
Publisher | : CRC Press |
Total Pages | : 658 |
Release | : 2016-04-19 |
Genre | : Science |
ISBN | : 1439897409 |
Download Introduction to Experimental Biophysics Book in PDF, ePub and Kindle
Increasing numbers of physicists, chemists, and mathematicians are moving into biology, reading literature across disciplines, and mastering novel biochemical concepts. To succeed in this transition, researchers must understand on a practical level what is experimentally feasible. The number of experimental techniques in biology is vast and often s
Author | : |
Publisher | : |
Total Pages | : |
Release | : 1966 |
Genre | : Biology |
ISBN | : |
Download An Experimental Approach to Biology Book in PDF, ePub and Kindle
Author | : David Heath |
Publisher | : CRC Press |
Total Pages | : 390 |
Release | : 1995-10-26 |
Genre | : Mathematics |
ISBN | : 9780203499245 |
Download An Introduction To Experimental Design And Statistics For Biology Book in PDF, ePub and Kindle
This illustrated textbook for biologists provides a refreshingly clear and authoritative introduction to the key ideas of sampling, experimental design, and statistical analysis. The author presents statistical concepts through common sense, non-mathematical explanations and diagrams. These are followed by the relevant formulae and illustrated by w
Author | : Malcolm Gordon |
Publisher | : Univ of California Press |
Total Pages | : 360 |
Release | : 2004-09-13 |
Genre | : Nature |
ISBN | : 0520930630 |
Download Experimental Approaches to Conservation Biology Book in PDF, ePub and Kindle
We are living in the early stages of a looming worldwide extinction crisis. Abundant evidence shows that the current rate of species extinctions is nearing its highest level since the asteroid collision 65 million years ago, and that humans are largely responsible. This book addresses the urgent need to understand and find solutions to this crisis. Written by an international team of contributors who are among the best-known and most active experimental biologists working in the field of conservation biology today, it provides a unique approach by focusing on individual species rather than whole plant and animal communities. Emphasizing throughout how conservation biology can benefit from an experimental approach, the book looks at a wide range of terrestrial and aquatic species—from giant pandas and tree snails to sea turtles and Steller sea lions—and demonstrates what can be done both to preserve rare species and to combat invasive organisms. Finally, contributors show how we can bridge the gap between policy makers and research scientists in order to develop lasting solutions to these problems.