Mathematics and Statistics for Science

Mathematics and statistics are essential for modern science, and this book teaches how to apply them in realistic scenarios. It covers key topics such as complex numbers, vectors and matrices, differentiation, integration, elementary differential equations, probability, random variables, inference and linear regression, with illustrations and real scientific data. There are also exercises and solutions for instructors.

Format: Hardback
Length: 964 pages
Publication date: 29 June 2022
Publisher: Springer International Publishing AG

Mathematics and statistics are the foundations of modern science, and their importance cannot be overstated. Regardless of the field of science one intends to pursue, quantitative approaches are essential, and a solid understanding of mathematical and statistical concepts is crucial. While a deep theoretical knowledge may not always be necessary, the ability to apply these methods in practical scenarios is paramount. This book aims to provide students with the necessary skills and knowledge to excel in their scientific endeavors.

The book begins by introducing the fundamental concepts of mathematics and statistics, including units and functions, complex numbers, vectors and matrices, differentiation, integration, elementary differential equations, probability, random variables, inference, and linear regression. Each topic is presented in a clear and concise manner, with widely-used scientific equations and real-world data to illustrate the concepts. The emphasis throughout the book is on practical solutions, with a strong focus on computational tools such as Wolfram Alpha and R. This allows students to apply the theoretical knowledge gained in the book to real-world problems.

In addition to the theoretical content, the book includes a substantial number of exercises, divided into mathematical drills and scientific applications. These exercises provide students with hands-on experience and help them reinforce the concepts learned in the book. Full solutions to all the exercises are available to instructors, making it easy for them to assess student progress and provide guidance.

Mathematics and statistics for science is an essential resource for students pursuing a degree in science, as well as for professionals working in the field. Its pragmatic approach, combined with practical applications and computational tools, ensures that students are well-prepared to tackle the challenges of modern science. Whether one is interested in physics, biology, chemistry, or any other scientific discipline, this book provides the foundation needed to succeed.

Weight: 2374g
Dimension: 261 x 186 x 55 (mm)
ISBN-13: 9783031053177
Edition number: 1st ed. 2022