A Pen and Paper Introduction to Statistics

Statistics is essential in biosciences, social sciences, and other disciplines, but many students struggle to learn how to perform statistical tests and understand why they work. This book proposes to reverse the way statistics is taught by starting with the introduction of linear models, which can be expressed as lines over squared paper. This method has two advantages: it simplifies the presentation of statistical tests and allows the reader to work through examples and compute sums of squares by drawing and counting. It is intended for students, scientists, and those with little prior knowledge of statistics, with simple and clear examples, computations, and drawings helping the reader to not only do statistical tests but also understand statistics.

Format: Paperback / softback
Length: 144 pages
Publication date: 29 December 2023
Publisher: Taylor & Francis Ltd

Statistics plays a crucial role in various fields, including the biosciences, social sciences, and more. However, many students face challenges in learning how to perform statistical tests and understanding the underlying principles. While there are various teaching approaches to statistics, a common framework encompasses probability and distributions, sampling from distributions, descriptive statistics, and the introduction of both simple and complex statistical tests, often culminating in regression analysis (linear models).

In this book, we propose a unique approach to teaching statistics. Instead of starting with probability and distributions, we focus on introducing linear models. It's worth noting that many statisticians recognize that linear models are the unifying principle behind most statistical tests. By adopting this teaching method, we offer two significant advantages. Firstly, all statistical tests within a course can be presented under a unified framework, making the subject more straightforward. Secondly, linear models can be represented as lines and squares on grid paper, replacing complex equations with simple drawings.

This book aims to explain the workings of statistics without relying on complex equations. Instead, we use clear and concise examples, computations, and drawings to guide the reader through statistical tests and help them understand the concepts. Whether you're a student, scientist, or someone with limited prior knowledge of statistics, this book is designed to be accessible and user-friendly. With simple and clear examples, step-by-step computations, and visually appealing drawings, you'll gain the ability to perform statistical tests and gain a deeper understanding of statistics.

So, why should you choose this book over others? Here are a few reasons:
1. Clear and Concise Explanations: Our book provides straightforward explanations of statistical concepts, using simple language and clear illustrations. We aim to make the subject accessible to anyone with a basic understanding of mathematics.
2. Step-by-Step Guidance: We guide you through the process of performing statistical tests step by step, providing clear instructions and examples. You'll gain confidence in applying statistical techniques and interpreting results.
3. Visual Appeal: Our book incorporates visually appealing drawings and diagrams to help you understand statistical concepts more effectively. Visualization is a powerful tool for learning and retaining information.
4. Real-World Applications: We emphasize the practical applications of statistics in various fields, such as biology, psychology, economics, and more. You'll see how statistical methods are used to solve real-world problems.
5. Comprehensive Coverage: Our book covers a wide range of statistical topics, including probability distributions, hypothesis testing, regression analysis, and more. You'll gain a comprehensive understanding of statistical principles.
6. Online Resources: We provide additional online resources, such as practice problems, quizzes, and video tutorials, to support your learning journey. These resources will help you reinforce your understanding and apply what you've learned.

Whether you're a student looking to improve your statistical skills or a professional seeking to enhance your understanding of statistics, this book is for you. With its unique approach, clear explanations, and practical applications, it will help you gain a deeper appreciation for the power of statistics and apply it to your work effectively. So, why wait? Start your journey towards statistical mastery today with this comprehensive and engaging book!

Weight: 208g
Dimension: 139 x 215 x 11 (mm)
ISBN-13: 9781032505107