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Experimental Design & Data Analysis for Biologists | Gerry Quinn & Mick Keough

Statistical analysis is at the core of most modern biology, and many biological hypotheses, even deceptively simple ones, are matched by complex statistical models. Prior to the development of modern desktop computers, determining whether the data fit these complex models was the province of professional statisticians. Many biologists instead opted for simpler models whose structure…

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Experimental Design & Data Analysis for Biologists | Gerry Quinn & Mick Keough | qkstats.com Reviews

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Statistical analysis is at the core of most modern biology, and many biological hypotheses, even deceptively simple ones, are matched by complex statistical models. Prior to the development of modern desktop computers, determining whether the data fit these complex models was the province of professional statisticians. Many biologists instead opted for simpler models whose structure…

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Experimental Design & Data Analysis for Biologists | Gerry Quinn & Mick Keough | qkstats.com Reviews

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Statistical analysis is at the core of most modern biology, and many biological hypotheses, even deceptively simple ones, are matched by complex statistical models. Prior to the development of modern desktop computers, determining whether the data fit these complex models was the province of professional statisticians. Many biologists instead opted for simpler models whose structure…

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Errors | Experimental Design & Data Analysis for Biologists

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Experimental Design and Data Analysis for Biologists. Gerry Quinn and Mick Keough. What’s in the book. The second printing in early 2004 includes corrections of everything here, so we have separated the list into recent and “fixed” errors”. For convenience, we’ve divided the errata into those that may cause incorrect analyses or computations, and those that are typographical. Errors in the text or bibliographic errors. Courtesy of Carsten Dormann. We provide the separate variance version of the t. SSnon-...

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Data | Experimental Design & Data Analysis for Biologists

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Experimental Design and Data Analysis for Biologists. Gerry Quinn and Mick Keough. What’s in the book. Here we provide datasets used as examples and the more detailed worked examples. You can download the entire set of examples as a zip file here. From the zip file, extract the files, and you’ll see the examples organised by chapter. Alternatively, open the file data.html in your web browser. You’ll then be able to work through all of the examples. Create a free website or blog at WordPress.com.

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Table of Contents | Experimental Design & Data Analysis for Biologists

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Experimental Design and Data Analysis for Biologists. Gerry Quinn and Mick Keough. What’s in the book. 4 Graphical exploration of data. 5 Correlation and regression. 6 Multiple and complex regression. 7 Design and power analysis. 8 Comparing groups or treatments – analysis of variance. 9 Multifactor analysis of variance. 10 Randomized blocks and simple repeated measures: unreplicated two factor designs. 11 Split-plot and repeated measures designs: partly nested analyses of variance.

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Overview | Experimental Design & Data Analysis for Biologists

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Experimental Design and Data Analysis for Biologists. Gerry Quinn and Mick Keough. What’s in the book. Blog at WordPress.com. Follow “Experimental Design and Data Analysis for Biologists”. Get every new post delivered to your Inbox. Build a website with WordPress.com.

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Links | Experimental Design & Data Analysis for Biologists

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Experimental Design and Data Analysis for Biologists. Gerry Quinn and Mick Keough. What’s in the book. GPower: www.psycho.uni-duesseldorf.de/aap/projects/gpower. Russ Lenth’s web-based Power analysis using java applets at www.stat.uiowa.edu/ rlenth/Power/. Book, but also has lots of other useful software. Marti Anderson’s web page: www.stat.auckland.ac.nz/PEOPLE/marti. Has some of her older software. Much of this has been subsumed by the combination of Primer and Permanova (see primer-e.com.

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Stats | Mick Keough

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Marine Ecology at the University of Melbourne. An important part of making the right decisions about environmental impacts and about the directions for our research is making sure that we are precise about the questions that we are asking, that we collect data that can give us a clear, unambiguous answer to particular questions, and that we apply appropriate statistical models that match the structure of the data that we collect. Experimental Design and Data Analysis for Biologists.

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Experimental Design & Data Analysis for Biologists | Gerry Quinn & Mick Keough

Experimental Design and Data Analysis for Biologists. Gerry Quinn and Mick Keough. What’s in the book. Know the pitfalls and assumptions of particular statistical models. Be able to identify the type of model appropriate for the sampling design and kind of data that we plan to collect. Be able to interpret the output of analyses using these models. Be able to design experiments and sampling programs optimally, i.e. with the best possible use of our limited time and resources. Our emphasis here is on deal...

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