Insights From Statistics
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Insights From Data With R
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Author : Owen L. Petchey
language : en
Publisher: Oxford University Press
Release Date : 2021-02-25
Insights From Data With R written by Owen L. Petchey and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-25 with Science categories.
Experiments, surveys, measurements, and observations all generate data. These data can provide useful insights for solving problems, guiding decisions, and formulating strategy. Progressing from relatively unprocessed data to insight, and doing so efficiently, reliably, and confidently, does not come easily, and yet gaining insights from data is a fundamental skill for science as well as many other fields and often overlooked in most textbooks of statistics and data analysis. This accessible and engaging book provides readers with the knowledge, experience, and confidence to work with data and unlock essential information (insights) from data summaries and visualisations. Based on a proven and successful undergraduate course structure, it charts the journey from initial question, through data preparation, import, cleaning, tidying, checking, double-checking, manipulation, and final visualization. These basic skills are sufficient to gain useful insights from data without the need for any statistics; there is enough to learn about even before delving into that world! The book focuses on gaining insights from data via visualisations and summaries. The journey from raw data to insights is clearly illustrated by means of a comprehensive Workflow Demonstration in the book featuring data collected in a real-life study and applicable to many types of question, study, and data. Along the way, readers discover how to efficiently and intuitively use R, RStudio, and tidyverse software, learning from the detailed descriptions of each step in the instructional journey to progress from the raw data to creating elegant and informative visualisations that reveal answers to the initial questions posed. There are an additional three demonstrations online! Insights from Data with R is suitable for undergraduate students and their instructors in the life and environmental sciences seeking to harness the power of R, RStudio, and tidyverse software to master the valuable and prerequisite skills of working with and gaining insights from data.
Intriguing Statistics Understanding The Numbers
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date : 2025-07-13
Intriguing Statistics Understanding The Numbers written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-13 with Science categories.
Embark on an enlightening journey into the fascinating world of statistics with Intriguing Statistics: Understanding the Numbers, an indispensable guide for navigating the complexities of data and making informed decisions. Discover the art of transforming raw data into actionable insights and unraveling the secrets hidden within numbers. Delve into the captivating realm of descriptive statistics, where you'll learn to summarize and present data in a clear and informative manner. Master the techniques of inferential statistics, enabling you to make educated guesses about larger populations based on smaller samples. Explore the intriguing world of probability, where you'll quantify the likelihood of events and delve into the intricacies of random variables and probability distributions. Uncover the secrets of hypothesis testing, a fundamental statistical technique used to evaluate claims and draw conclusions from data. Understand the significance of p-values and navigate the delicate balance between Type I and Type II errors. Immerse yourself in the realm of advanced statistical techniques, where you'll uncover the power of regression analysis, factor analysis, cluster analysis, time series analysis, and the awe-inspiring world of machine learning. But Intriguing Statistics: Understanding the Numbers is more than just a collection of formulas and equations; it's a mindset, a way of thinking critically about data and making informed decisions based on evidence. As you progress through this statistical odyssey, you'll develop a heightened sense of skepticism and a discerning eye for identifying fallacies and misinterpretations. With Intriguing Statistics: Understanding the Numbers as your guide, you'll traverse a diverse range of fields, from business and science to medicine and social sciences, witnessing the transformative impact of statistics in action. Discover how statistics helps businesses make informed decisions, unravel mysteries in scientific research, advance patient care in medicine, and illuminate human behavior in social sciences. Join us on this enlightening journey through the realm of statistics, where we will unveil the enigmatic world of numbers and their profound influence on our lives. Prepare to be amazed, intrigued, and empowered as you unlock the secrets of data and embark on a quest for knowledge and understanding. If you like this book, write a review!
Accessible Statistics A Modern Approach To Data Analysis
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date : 2025-04-24
Accessible Statistics A Modern Approach To Data Analysis written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-24 with Mathematics categories.
In a rapidly evolving world where data is king, Accessible Statistics: A Modern Approach to Data Analysis stands as an indispensable guide for navigating the complexities of statistical analysis. This book empowers readers with the knowledge and skills necessary to make sense of data, uncover hidden insights, and make informed decisions in an era defined by information overload. Accessible Statistics takes a refreshingly approachable approach, demystifying complex statistical concepts and presenting them in a conversational and engaging manner. With its clear explanations, real-world examples, and practical exercises, this book is the ideal companion for students, professionals, and anyone seeking to gain a deeper understanding of statistics. Throughout its ten chapters, Accessible Statistics covers a wide range of topics, from the fundamentals of descriptive statistics to the intricacies of inferential statistics. Readers will learn how to organize, summarize, and visualize data to uncover patterns and insights. They will also explore powerful techniques for drawing conclusions about a larger population based on a smaller sample. Accessible Statistics recognizes the importance of data collection and management in the statistical process. It provides readers with the tools and techniques necessary to gather, clean, and organize data effectively, ensuring the accuracy and reliability of their analyses. The book also introduces readers to a variety of statistical software packages, empowering them to harness the computational power of computers to analyze data and uncover hidden insights. To ensure a comprehensive understanding of statistics, Accessible Statistics dedicates a chapter to common statistical fallacies and misinterpretations. This chapter equips readers with the critical thinking skills necessary to evaluate statistical claims and avoid falling prey to misleading or incorrect conclusions. Accessible Statistics concludes with a thought-provoking exploration of the future of statistics, examining the impact of artificial intelligence, quantum computing, and other emerging technologies on the field. It challenges readers to consider the ethical implications of statistical practice and the role that statistics will play in shaping our future. If you like this book, write a review on google books!
International Handbook Of Research In Statistics Education
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Author : Dani Ben-Zvi
language : en
Publisher: Springer
Release Date : 2017-12-08
International Handbook Of Research In Statistics Education written by Dani Ben-Zvi and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-12-08 with Education categories.
This handbook connects the practice of statistics to the teaching and learning of the subject with contributions from experts in several disciplines. Chapters present current challenges and methods of statistics education in the changing world for statistics and mathematics educators. Issues addressed include current and future challenges in professional development of teachers, use of technology tools, design of learning environments and appropriate student assessments. This handbook presents challenging and inspiring international research perspectives on the history and nature, current issues, and future directions of statistics education and statistics education research.
An Engineer S Pov On Statistics
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Author : Manish Mawatwal
language : en
Publisher: Notion Press
Release Date : 2024-01-24
An Engineer S Pov On Statistics written by Manish Mawatwal and has been published by Notion Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-24 with Mathematics categories.
Whether you’re a seasoned engineer in high school or simply curious about the power of statistics, this beginner-friendly book will captivate you from the very first page. Prepare to be astounded as we unravel the secrets behind some of the most controversial uses of statistics. Discover how numbers were manipulated to change the course of history, from political campaigns to marketing ploys that made you vote for a particular candidate in elections. But this isn't your average statistics textbook. Oh no! We've woven the stories of statistics into a narrative that reads like a captivating novel. You'll meet characters who use numbers to deceive, intrigue, and sometimes even save the day. Each chapter builds your statistical savvy, making even the most complex concepts accessible and fun. So, whether you're itching to debunk the latest sensational headline, make data-driven decisions at work, or simply want to know how to navigate a world awash in numbers, “An Engineer's POV of Statistics” is your ultimate guide. Buckle up and prepare for a wild ride where curiosity meets data, and statistics become the key to unlocking a world of hidden truths! Don't just read about statistics; experience them like never before.
Data Science
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Author : Parveen Kumari
language : en
Publisher: BFC Publications
Release Date : 2024-03-02
Data Science written by Parveen Kumari and has been published by BFC Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-02 with Science categories.
Data science is the study of how to extract useful information from data for students, strategic planning, and other purposes by using cutting-edge analytics methods, and scientific principles. Data science combines a number of fields, such as information technology, preparing data, data mining, predictive analytics, machine learning, and data visualization, in addition to statistics, mathematics, and software development.
Data Decoded
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Author : Dr Meera Suresh, Dr Lakshmi Shankar Iyer
language : en
Publisher: Notion Press
Release Date : 2025-02-13
Data Decoded written by Dr Meera Suresh, Dr Lakshmi Shankar Iyer and has been published by Notion Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-13 with Education categories.
Analytics plays a vital role in modern business, transforming data into actionable insights. Through analytics, businesses can enhance efficiency and competitiveness by uncovering patterns and predicting outcomes. By following a robust data management process through data preprocessing and data integration through data warehousing – a stepbystep approach is recommended to ensure better data quality. Data visualization simplifies complex datasets through visual elements such as charts and dashboards thus enabling stakeholders to understand insights quickly. Key trends shaping business analytics include Artificial Intelligence, Machine Learning and Natural Language Processing including intelligent agents and ethical aspects. This text book is custommade for young graduates who are pursuing various disciplines like humanities, science, commerce, management and have the willingness to explore the world of analytics in an easytounderstand manner. The book includes case studies, multiple choice questions, short answer questions along with the concepts to make the learning process simple.
Numbers Made Simple Unlocking The Secrets Of Statistics
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date : 2025-03-03
Numbers Made Simple Unlocking The Secrets Of Statistics written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-03 with Science categories.
Step into the world of statistics and unlock the secrets of data analysis with this comprehensive guide, tailored specifically for the American audience. Discover the power of statistics to transform raw data into meaningful insights, empowering you to make informed decisions in every aspect of life. Embark on a journey through the fundamentals of statistics, where you'll learn the art of summarizing and visualizing data using descriptive statistics. Delve into the realm of probability, the foundation of statistical inference, and gain a deeper understanding of the role of chance in shaping our world. Progressing further, explore the intricacies of inferential statistics, the key to drawing conclusions about entire populations based on limited samples. Master the art of hypothesis testing and confidence intervals, unlocking the secrets of making accurate inferences from data. Uncover the relationships hidden within data using correlation and regression analysis, unveiling patterns and trends that might otherwise remain concealed. This comprehensive guide doesn't shy away from the complexities of statistical techniques. Explore the nuances of non-parametric statistics when assumptions falter, and venture into the realm of advanced statistical techniques, including analysis of variance, factor analysis, and time series analysis. With clear explanations and practical examples, this book makes even the most challenging concepts accessible and applicable. The applications of statistics extend far beyond the confines of academia. Discover how statistics empowers businesses to make data-driven decisions, aids medical professionals in advancing healthcare, and helps psychologists unravel the complexities of human behavior. Witness the impact of statistics in sports, social sciences, and a myriad of other disciplines, as it provides invaluable insights into the world around us. In an era of information overload, statistical literacy has become a crucial skill. This book is your gateway to unlocking the secrets of statistics, transforming you from a passive data consumer to an active data analyst. Gain the confidence to make sense of the world around you, make informed decisions based on evidence, and navigate the information landscape with discernment. If you like this book, write a review!
Monetizing Data
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Author : Andrea Ahlemeyer-Stubbe
language : en
Publisher: John Wiley & Sons
Release Date : 2018-02-01
Monetizing Data written by Andrea Ahlemeyer-Stubbe and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-01 with Mathematics categories.
Practical guide for deriving insight and commercial gain from data Monetising Data offers a practical guide for anyone working with commercial data but lacking deep knowledge of statistics or data mining. The authors — noted experts in the field — show how to generate extra benefit from data already collected and how to use it to solve business problems. In accessible terms, the book details ways to extract data to enhance business practices and offers information on important topics such as data handling and management, statistical methods, graphics and business issues. The text presents a wide range of illustrative case studies and examples to demonstrate how to adapt the ideas towards monetisation, no matter the size or type of organisation. The authors explain on a general level how data is cleaned and matched between data sets and how we learn from data analytics to address vital business issues. The book clearly shows how to analyse and organise data to identify people and follow and interact with them through the customer lifecycle. Monetising Data is an important resource: Focuses on different business scenarios and opportunities to turn data into value Gives an overview on how to store, manage and maintain data Presents mechanisms for using knowledge from data analytics to improve the business and increase profits Includes practical suggestions for identifying business issues from the data Written for everyone engaged in improving the performance of a company, including managers and students, Monetising Data is an essential guide for understanding and using data to enrich business practice.
Essentials Of Data Analysis
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Author : Agasti Khatri
language : en
Publisher: Educohack Press
Release Date : 2025-02-20
Essentials Of Data Analysis written by Agasti Khatri and has been published by Educohack Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-20 with Computers categories.
"Essentials of Data Analysis" is an indispensable guide that navigates readers through the world of data-driven decision-making. This book presents essential concepts, techniques, and tools in an accessible and user-friendly manner. It serves as a trusted companion for both beginners and professionals in their data analysis journey. We start by laying a solid foundation in data analysis principles, providing a comprehensive understanding of key concepts and methodologies. The book delves into practical techniques for data manipulation, visualization, and exploration, equipping readers with the skills to extract actionable insights from raw data. Real-world examples, case studies, and hands-on exercises bring abstract concepts to life. We emphasize the ethical and responsible use of data, guiding readers through ethical considerations, privacy concerns, and regulatory requirements. This fosters a culture of ethical awareness and accountability. Additionally, we explore emerging trends and technologies shaping the future of data analysis, such as artificial intelligence, machine learning, augmented analytics, and edge computing. By adopting innovative techniques, readers can drive meaningful change within their organizations. "Essentials of Data Analysis" is a valuable resource for enhancing analytical skills, advancing careers, and understanding the role of data in decision-making.