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This primer helps students brush up on the quantitative skills they need to succeed in biology. Presented in brief, accessible units, the book covers topics such as working with powers, logarithms, using and understanding graphs, calculating standard deviation, preparing a dilution series, choosing the right statistical test, analyzing enzyme kinetics, and many more.
"Few of us really appreciate the full power of math--the extent to which its influence is not only in every office and every home, but also in every courtroom and hospital ward. In this ... book, Kit Yates explores the true stories of life-changing events in which the application--or misapplication--of mathematics has played a critical role: patients crippled by faulty genes and entrepreneurs bankrupted by faulty algorithms; innocent victims of miscarriages of justice; and the unwitting victims of software glitches"--Publisher marketing.
Without a basic understanding of maths, students of any science discipline are ill-equipped to tackle new problems or to apply themselves to novel situations. In this book, Keith Gregson covers a few essential topics that will help encourage an understanding of mathematics so that the student can build on their understanding and apply it to their own scientific discipline
Ecological research is becoming increasingly quantitative, yet students often opt out of courses in mathematics and statistics, unwittingly limiting their ability to carry out research in the future. This textbook provides a practical introduction to quantitative ecology for students and practitioners who have realised that they need this opportunity. The text is addressed to readers who haven't used mathematics since school, who were perhaps more confused than enlightened by their undergraduate lectures in statistics and who have never used a computer for much more than word processing and data entry. From this starting point, it slowly but surely instils an understanding of mathematics, statistics and programming, sufficient for initiating research in ecology. The book’s practical value is enhanced by extensive use of biological examples and the computer language R for graphics, programming and data analysis. Key Features: Provides a complete introduction to mathematics statistics and computing for ecologists. Presents a wealth of ecological examples demonstrating the applied relevance of abstract mathematical concepts, showing how a little technique can go a long way in answering interesting ecological questions. Covers elementary topics, including the rules of algebra, logarithms, geometry, calculus, descriptive statistics, probability, hypothesis testing and linear regression. Explores more advanced topics including fractals, non-linear dynamical systems, likelihood and Bayesian estimation, generalised linear, mixed and additive models, and multivariate statistics. R boxes provide step-by-step recipes for implementing the graphical and numerical techniques outlined in each section. How to be a Quantitative Ecologist provides a comprehensive introduction to mathematics, statistics and computing and is the ideal textbook for late undergraduate and postgraduate courses in environmental biology. "With a book like this, there is no excuse for people to be afraid of maths, and to be ignorant of what it can do." —Professor Tim Benton, Faculty of Biological Sciences, University of Leeds, UK
Catch Up Maths & Stats covers the core maths skills you will need on any life or medical sciences course including: working with fractions and powers preparation of a dilution series how to calculate standard deviation using and understanding graphs analysing enzyme kinetics choosing the right statistical test Over 200 examples are provided to show the relevance and application of maths and stats to your course. This second edition also now provides further coverage of differentiation and integration alongside nearly 70 more questions and answers to help you test your understanding. Catch Up Maths & Statswill bring you up to speed in the shortest possible time, even if you didn't study maths at advanced level.
The new 12th edition of Life: The Science of Biology continues to be engaging, active, and focused on teaching the skills that students need to master the majors biology course. New pedagogical features work in conjunction with powerful updates to the online suite of materials in Achieve to support the mission of Life by teaching students the skills and understanding of experimentation and data they need to succeed in introductory biology and ultimately in their future STEM careers. Life’s potent combination of expertly crafted media, assessment, pedagogy and engagement makes this new edition the best resource yet for biology students.
This book discusses the theory and practice of teaching biostatistics to students in the life sciences, in particular medical and dental trainees and researchers, as well as its crucial importance to biomedical research and evidence-based health care. Specific tools and resources to biostatistics teaching (e.g., “R shiny”) are described, and how they can be used effectively to increase interaction with students and improve engagement with the subject. The book is structured into three parts: teaching and learning of statistics in medicine and allied health sciences; the move to online learning and online learning methods, especially in light of the impact of COVID-19; and computer tools and resources. It provides a unique insight into teaching biostatistics to medical and dental students from some of the most prominent biostatisticians who also have a very strong interest in biostatistics pedagogy. Biostatistics teaching is important for maintaining the quality of biomedical research and also in evidence-based medicine, both of which are key to the health and well-being of the world population. This book is particularly useful to readers who are new to the field of biostatistics teaching as well as to more experienced teachers as it presents the latest accounts of the teaching and learning of biostatistics, recent experiences of increased use of online teaching, and useful computer resources and tools for teaching biostatistics.
This text aims to establish biology as a discipline, not just a collection of facts. 'Life' develops students' understanding of biological processes with scholarship, a smooth narrative, experimental contexts, art and effective pedagogy.
For instructors concerned that the practical skills of biology are lost when the student moves on to the next course or takes their first step into the “real world,” Principles of Life 3e lays the foundation for later courses and for students’ careers. Expanding on its pioneering concept-driven approach, experimental data-driven exercises, and active learning focus, PoL 3e introduces features designed to involve students in mastering concepts and becoming skillful at solving biological problems. Research shows that when students engage with a course, it leads to better outcomes. Principles of Life 3e is a holistic solution that has been designed from the ground up to actively engage students in mastering concepts and becoming skilled at solving biological problems. Within LaunchPad, our digital teaching and learning solution, we provide thoughtfully curated assignments and activities to support pre-lecture preparation, classroom activities, and post-lecture assessment. With its focus on key competencies foundational to biology education and careers, self-guided adaptive learning, and unparalleled instructor resources for active classrooms, Principles of Life is the resource students need to succeed.
This accessible text is designed to help readers help themselves to excel. The content is organized into three parts: (1) A Library of Elementary Functions (Chapters 1–2), (2) Finite Mathematics (Chapters 3–9), and (3) Calculus (Chapters 10–15). The book's overall approach, refined by the authors' experience with large sections of college freshmen, addresses the challenges of learning when readers' prerequisite knowledge varies greatly. Reader-friendly features such as Matched Problems, Explore & Discuss questions, and Conceptual Insights, together with the motivating and ample applications, make this text a popular choice for today's students and instructors.