Understanding Statistics And Experimental Design PDF Download
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Author | : Michael H. Herzog |
Publisher | : Springer |
Total Pages | : 146 |
Release | : 2019-08-13 |
Genre | : Science |
ISBN | : 3030034992 |
Download Understanding Statistics and Experimental Design Book in PDF, ePub and Kindle
This open access textbook provides the background needed to correctly use, interpret and understand statistics and statistical data in diverse settings. Part I makes key concepts in statistics readily clear. Parts I and II give an overview of the most common tests (t-test, ANOVA, correlations) and work out their statistical principles. Part III provides insight into meta-statistics (statistics of statistics) and demonstrates why experiments often do not replicate. Finally, the textbook shows how complex statistics can be avoided by using clever experimental design. Both non-scientists and students in Biology, Biomedicine and Engineering will benefit from the book by learning the statistical basis of scientific claims and by discovering ways to evaluate the quality of scientific reports in academic journals and news outlets.
Author | : Michael H. Herzog |
Publisher | : |
Total Pages | : 142 |
Release | : 2019 |
Genre | : Electronic books |
ISBN | : 9783030035006 |
Download Understanding Statistics and Experimental Design Book in PDF, ePub and Kindle
This open access textbook provides the background needed to correctly use, interpret and understand statistics and statistical data in diverse settings. Part I makes key concepts in statistics readily clear. Parts I and II give an overview of the most common tests (t-test, ANOVA, correlations) and work out their statistical principles. Part III provides insight into meta-statistics (statistics of statistics) and demonstrates why experiments often do not replicate. Finally, the textbook shows how complex statistics can be avoided by using clever experimental design. Both non-scientists and students in Biology, Biomedicine and Engineering will benefit from the book by learning the statistical basis of scientific claims and by discovering ways to evaluate the quality of scientific reports in academic journals and news outlets.
Author | : Irwin P. Levin |
Publisher | : SAGE |
Total Pages | : 108 |
Release | : 1999-02 |
Genre | : Medical |
ISBN | : 9780761914723 |
Download Relating Statistics and Experimental Design Book in PDF, ePub and Kindle
This handy guide gives the novice researcher a clear description of the standard tools of the trade. Unlike some texts which focus on either design or statistics, this book covers the fundamentals of design, together with experiments and observational methods. There is an exposition of major tests of significance with formulas plus easy verbal interpretations, and "boxes" embedded in the text contain prototypic applications.
Author | : Robert G. Easterling |
Publisher | : John Wiley & Sons |
Total Pages | : 272 |
Release | : 2015-10-23 |
Genre | : Mathematics |
ISBN | : 1118954653 |
Download Fundamentals of Statistical Experimental Design and Analysis Book in PDF, ePub and Kindle
Professionals in all areas – business; government; thephysical, life, and social sciences; engineering; medicine, etc.– benefit from using statistical experimental design tobetter understand their worlds and then use that understanding toimprove the products, processes, and programs they are responsiblefor. This book aims to provide the practitioners of tomorrow with amemorable, easy to read, engaging guide to statistics andexperimental design. This book uses examples, drawn from a variety of established texts,and embeds them in a business or scientific context, seasoned witha dash of humor, to emphasize the issues and ideas that led to theexperiment and the what-do-we-do-next? steps after theexperiment. Graphical data displays are emphasized as means ofdiscovery and communication and formulas are minimized, with afocus on interpreting the results that software produce. The roleof subject-matter knowledge, and passion, is also illustrated. Theexamples do not require specialized knowledge, and the lessons theycontain are transferrable to other contexts. Fundamentals of Statistical Experimental Design and Analysisintroduces the basic elements of an experimental design, and thebasic concepts underlying statistical analyses. Subsequent chaptersaddress the following families of experimental designs: Completely Randomized designs, with single or multipletreatment factors, quantitative or qualitative Randomized Block designs Latin Square designs Split-Unit designs Repeated Measures designs Robust designs Optimal designs Written in an accessible, student-friendly style, this book issuitable for a general audience and particularly for thoseprofessionals seeking to improve and apply their understanding ofexperimental design.
Author | : Klaus Hinkelmann |
Publisher | : John Wiley & Sons |
Total Pages | : 528 |
Release | : 1994-03-22 |
Genre | : Mathematics |
ISBN | : 9780471551782 |
Download Design and Analysis of Experiments, Introduction to Experimental Design Book in PDF, ePub and Kindle
Design and analysis of experiments/Hinkelmann.-v.1.
Author | : Steve Miller |
Publisher | : Routledge |
Total Pages | : 158 |
Release | : 2005-07-25 |
Genre | : Psychology |
ISBN | : 1134954638 |
Download Experimental Design and Statistics Book in PDF, ePub and Kindle
For this second edition, this best-selling textbook has been revised, the coverage of two-sample tests extended, and new sections added introducing one-sample tests, linear regression, and the product-moment correlation coefficient.
Author | : Helge Toutenburg |
Publisher | : Springer Science & Business Media |
Total Pages | : 507 |
Release | : 2006-05-09 |
Genre | : Mathematics |
ISBN | : 0387227725 |
Download Statistical Analysis of Designed Experiments Book in PDF, ePub and Kindle
Unique in commencing with relatively simple statistical concepts and ideas found in most introductory statistical textbooks, this book goes on to cover more material useful for undergraduates and graduate in statistics and biostatistics.
Author | : Benjamin James Winer |
Publisher | : |
Total Pages | : 682 |
Release | : 2012-03-01 |
Genre | : |
ISBN | : 9781258267223 |
Download Statistical Principles in Experimental Design Book in PDF, ePub and Kindle
Author | : Perry D. Haaland |
Publisher | : CRC Press |
Total Pages | : 284 |
Release | : 2020-11-25 |
Genre | : Mathematics |
ISBN | : 1000103706 |
Download Experimental Design in Biotechnology Book in PDF, ePub and Kindle
This book provides the first time user of statistics with an understanding of how and why statistical experimental design and analysis can be an effective problem solving tool. It presents experimental designs which are useful for small screening and response surface experiments.
Author | : George Casella |
Publisher | : Springer Science & Business Media |
Total Pages | : 325 |
Release | : 2008-04-03 |
Genre | : Mathematics |
ISBN | : 0387759646 |
Download Statistical Design Book in PDF, ePub and Kindle
Statistical design is one of the fundamentals of our subject, being at the core of the growth of statistics during the previous century. In this book the basic theoretical underpinnings are covered. It describes the principles that drive good designs and good statistics. Design played a key role in agricultural statistics and set down principles of good practice, principles that still apply today. Statistical design is all about understanding where the variance comes from, and making sure that is where the replication is. Indeed, it is probably correct to say that these principles are even more important today.