Understanding Statistics and Experimental Design: How to Not Lie with Statistics (Learning Materials in Biosciences)

Are you tired of feeling overwhelmed by statistics and unsure how to interpret the data? Look no further - we have the perfect solution for you! Introducing "Understanding Statistics and Experimental Design: How to Not Lie with Statistics". This comprehensive open access textbook is an invaluable resource that will help you navigate through the complex world of statistics and statistical data in various settings.

Part I of this book breaks down key concepts in statistics, making them easily understandable even for those with little to no background in the subject. You'll no longer feel lost when faced with statistical terms and analyses. In Parts I and II, we delve into the most common tests including t-tests, ANOVA, and correlations, unraveling their statistical principles. Armed with this knowledge, you'll be equipped to make informed decisions and accurately interpret statistical results.

Ever wondered why experiments often fail to replicate? Part III of this textbook gives you valuable insight into meta-statistics, or the statistics of statistics. You'll gain a deeper understanding of the reasons behind these inconsistencies and learn how to identify potential flaws in experimental design.

But we don't stop there - this textbook goes the extra mile by showing you how to avoid complex statistics altogether by employing smart experimental design. Whether you're a non-scientist or a student in Biology, Biomedicine, or Engineering, this book will empower you with the statistical foundations necessary to understand scientific claims and critically evaluate the quality of academic journals and news reports.

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