Details

Essential Statistics for Bioscientists


Essential Statistics for Bioscientists


1. Aufl.

von: Mohammed Meah

30,99 €

Verlag: Wiley
Format: PDF
Veröffentl.: 20.06.2022
ISBN/EAN: 9781119712015
Sprache: englisch
Anzahl Seiten: 256

DRM-geschütztes eBook, Sie benötigen z.B. Adobe Digital Editions und eine Adobe ID zum Lesen.

Beschreibungen

<p><b>Dive into the most common statistical tests and software packages used for scientific data analysis and interpretation </b></p> <p>In <i>Essential Statistics For Bioscientists</i>, experienced university and bioscientist Dr Mohammed Meah delivers  easy access to statistical analysis and data presentation. It is a great resource for students in the field of life and health sciences to conceptualize, analyze, and present data. This book uses three popular and commonly used statistics softwares—Microsoft Excel, Graphpad Prism, and SPSS—and offers clear, step-by-step instructions for essential data analysis and graphical/tabular display of data.   </p> <p>Beginning with fundamental statistics terminology and concepts, including data types, descriptive statistics (central and spread of data), exploratory statistics (graphical display) and inferential statistics (hypothesis testing and correlation), the content gradually builds in complexity, explaining which statistical test is best suited and how to perform it.   </p> <ul> <li>A thorough introduction to basic statistical terms and building up to an advanced level of statistical application- ideal for those new to study of statistics </li> <li>Extensive application of three popular software packages- Microsoft Excel, Graphpad Prism and SPSS </li> <li>Numerous hands-on examples of performing data analysis using Microsoft Excel, Graphpad Prism, and SPSS </li> <li>Considers the limitations and errors of statistical analysis </li> <li>Essential reading for those designing and planning a research project in Biosciences </li> </ul> <p>Perfect for undergraduate students in the life and health sciences, <i>Essential Statistics For Bioscientists</i> will also earn a place in the libraries of anyone studying medicine, nursing, physiotherapy, pharmacy, and dentistry requiring a refresher or primer on statistical fundamentals. </p>
<p>Acknowledgements vi</p> <p>List of Worked Examples of Statistical Tests vii</p> <p><b>Introduction 1</b></p> <p><b>1 Basic Statistics 4</b></p> <p><b>2 Displaying and Exploring Sample Data Graphically 35</b></p> <p><b>3 Choosing The Appropriate Statistical Test For Analysis 65</b></p> <p><b>4 Inferential Statistics: Parametric Tests 79</b></p> <p><b>5 Inferential Statistics: Non-parametric Tests 91</b></p> <p><b>6 Using Excel: Descriptive and Inferential Statistics 101</b></p> <p><b>7 Using Prism: Descriptive and Inferential Statistics 138</b></p> <p><b>8 Using SPSS: Descriptive and Inferential Statistics 170</b></p> <p><b>9 Misuse and Misinterpretations of Statistics 202</b></p> <p>Appendix 1 Historical Landmarks in Statistics 208</p> <p>Appendix 2 Common Statistical Terms 210</p> <p>Appendix 3 Common Symbols Used in Statistics 214</p> <p>Appendix 4 Standard Formulas 216</p> <p>Appendix 5 How to Calculate Sample Size 218</p> <p>Appendix 6 Familiarisation with GraphPad Prism 220</p> <p>Appendix 7 Answers to Sample Problems 224</p> <p>Appendix 8 Standard Critical Tables 229</p> <p>References 243</p> <p>Index 245</p>
<p><b>Mohammed Meah, PhD,</b> is Senior Lecturer and Programme Leader in Medical ­Physiology and Human Biology at the University of East London in ­London, UK.</p>
<p><b>Dive into the most common statistical tests and software packages used for scientific data analysis and interpretation</b></p> <p>In <i>Essential Statistics For Bioscientists,</i> experienced university lecturer and bioscientist Dr Mohammed Meah delivers easy access to statistical analysis and data presentation. This book is a great resource for students in the field of life and health sciences to conceptualize, analyze, and present data. The book uses three popular and commonly used statistics softwares—Microsoft Excel, Graphpad Prism, and SPSS—and offers clear, step-by-step instructions for essential data analysis and graphical/tabular display of data. <p>Beginning with fundamental statistics terminology and concepts, including data types, descriptive statistics (central and spread of data), exploratory statistics (graphical display) and inferential statistics (hypothesis testing and correlation), the content gradually builds in complexity, explaining which statistical test is best suited to a given operation and how to perform it. <ul><li>A thorough introduction to basic statistical terms, building up to an advanced level of statistical application— ideal for those new to the study of statistics</li> <li>Extensive application of three popular software packages— Microsoft Excel, Graphpad Prism and SPSS</li> <li>Numerous hands-on examples of performing data analysis using Microsoft Excel, Graphpad Prism, and SPSS</li> <li>Considers the limitations and errors of statistical analysis </li> <li>Essential reading for those designing and planning a research project in Biosciences</li></ul> <p>Perfect for undergraduate students in the life and health sciences, <i>Essential Statistics For Bioscientists</i> will also earn a place in the libraries of anyone studying medicine, nursing, physiotherapy, pharmacy, and dentistry requiring a refresher or primer on statistical fundamentals.

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