This book is about how to reduce large data sets down to the critical few high-risk subsets.

Covering the general process of data analysis to finding, collecting, organizing, and presenting data, this book offers a complete introduction to the fundamentals of data analysis. Using real-world case studies as illustrations, it helps readers understand theories behind and develop techniques for conducting quantitative, qualitative, and mixed methods data analysis. With an easy-to-follow organization and clear, jargon-free language, it helps readers not only become proficient data analysts, but also develop the critical thinking skills necessary to assess analyses presented by others in both academic research and the popular media. It includes advice on: - Data analysis frameworks - Validity and credibility of data - Sampling techniques - Data management - The big data phenomenon - Data visualisation - Effective data communication Whether you are new to data analysis or looking for a quick-reference guide to key principles of the process, this book will help you uncover nuances, complexities, patterns, and relationships among all types of data.

Highly recommended by the Journal of Official Statistics, The American Statistician, and other journals, Applied Survey Data Analysis, Second Edition provides an up-to-date overview of state-of-the-art approaches to the analysis of complex sample survey data. Building on the wealth of material on practical approaches to descriptive analysis and regression modeling from the first edition, this second edition expands the topics covered and presents more step-by-step examples of modern approaches to the analysis of survey data using the newest statistical software. Designed for readers working in a wide array of disciplines who use survey data in their work, this book continues to provide a useful framework for integrating more in-depth studies of the theory and methods of survey data analysis. An example-driven guide to the applied statistical analysis and interpretation of survey data, the second edition contains many new examples and practical exercises based on recent versions of real-world survey data sets. Although the authors continue to use Stata for most examples in the text, they also continue to offer SAS, SPSS, SUDAAN, R, WesVar, IVEware, and Mplus software code for replicating the examples on the book’s updated website.

Selection of the HPLC Method in Chemical Analysis serves as a practical guide to users of high-performance liquid chromatography and provides criteria for method selection, development, and validation. High-performance liquid chromatography (HPLC) is the most common analytical technique currently practiced in chemistry. However, the process of finding the appropriate information for a particular analytical project requires significant effort and pre-existent knowledge in the field. Further, sorting through the wealth of published data and literature takes both time and effort away from the critical aspects of HPLC method selection. For the first time, a systematic approach for sorting through the available information and reviewing critically the up-to-date progress in HPLC for selecting a specific analysis is available in a single book. Selection of the HPLC Method in Chemical Analysis is an inclusive go-to reference for HPLC method selection, development, and validation. Addresses the various aspects of practice and instrumentation needed to obtain reliable HPLC analysis results Leads researchers to the best choice of an HPLC method from the overabundance of information existent in the field Provides criteria for HPLC method selection, development, and validation Authored by world-renowned HPLC experts who have more than 60 years of combined experience in the field

This compact and concise text, based on the rich and vast experience of the author gained while training thousands of individuals, explains in detail what Six Sigma is and why it is necessary to adapt the process. It explains the methodology, tools to be used, and the Six Sigma implementation process. The book describes how to define a problem, how to measure the key inputs and outputs, and how to collect and analyse the data. It discusses the method of identifying the problems, solutions and, with this, to improve the problem process to get Six Sigma output on a continuous basis. The book gives details of how to impart training on the Six Sigma concepts, tools and implementation methodology to master black belts, black belts and green belts. It contains a detailed syllabus for the training, and the method of selecting the trainers. This book should prove extremely useful to students of engineering, especially Production/Mechanical Engineering and Industrial Engineering and Management, and postgraduate students of business management. It will be of immense value to all the organisations which wish to achieve highest quality outputs. KEY FEATURES : Illustrates all the tools to be used in each of the phases with ready to use templates using the MS Excel work sheets. Explains step-by-step the implementation process and how to record the results. Describes the data collection process and forms to be used for different types of data. Discusses how to control all the processes to ensure stability in the process. Contains a number of case studies to help both students and professionals.

2020 was the year in which George Floyd was killed and COVID-19 struck the world. In May, demonstrations raged and then COVID lockdowns just barely smothered the flames, leaving the embers red hot amongst the dry tinder of society’s privilege. Against this backdrop, Aikido, the Way of Peace, faltered, with systemic racism and physical distancing eviscerating the ability to practice within the confines of a dojo. This book will remind Aikidokas of O Sensei’s original teachings. Aikido is more than physical technique that applauds athleticism and crowd appeal. There is a dimension of personal and societal development hidden in O Sensei’s lectures and dokas. O Sensei’s vision of Aikido went beyond technique, beyond white privilege and beyond a COVID pandemic. Selected quotes from The Heart of Aikido and The Secret Teachings of Aikido appear at the beginning of each chapter, followed by poems that explore O Sensei’s underlying intent and meaning. This book will help Aikidokas of all levels to get in touch with O Sensei’s vision to help society to build a more peaceful world.