"Financial Engineering: Statistics and Data Analysis" is a comprehensive guide tailored for professionals and students navigating the dynamic landscape of finance. We encapsulate the pivotal role of statistics and data analysis in the modern financial industry, where data-driven insights are essential for informed decision-making and risk management.Through a meticulous blend of theoretical foundations and practical applications, this book equips readers with the analytical tools ne...

"Statistical Analysis and Visualization" is a comprehensive guide designed for undergraduate students, providing a solid foundation in the principles and practices of statistical analysis and data visualization. We offer clear and concise explanations, navigating readers through the intricacies of statistics, empowering them to understand and interpret data effectively.From fundamental concepts such as probability and hypothesis testing to advanced techniques like regression analysi...

"Fundamentals of Ordinary Differential Equations" is a comprehensive guide designed for students, researchers, and professionals to master ODE theory and applications. We cover essential principles, advanced techniques, and practical applications, providing a well-rounded resource for understanding differential equations and their real-world impact.The book offers a multifaceted approach, from basic principles to advanced concepts, catering to fields like physics, engineering, biolo...

This comprehensive textbook offers an in-depth exploration of various topics in statistics, ranging from probability theory and statistical inference to machine learning and data analysis. It balances theoretical rigor and practical applications, catering to both undergraduate and graduate students, as well as professionals in the field of statistics and related disciplines.The book begins with foundational concepts in probability theory, covering random variables, probability dist...

Computational Fluid Dynamics, Second Edition, provides an introduction to CFD fundamentals that focuses on the use of commercial CFD software to solve engineering problems. This new edition provides expanded coverage of CFD techniques including discretisation via finite element and spectral element as well as finite difference and finite volume methods and multigrid method. There is additional coverage of high-pressure fluid dynamics and meshless approach to provide a broader overview of t...

Written by renowned data science experts Foster Provost and Tom Fawcett, Data Science for Business introduces the fundamental principles of data science, and walks you through the "data-analytic thinking" necessary for extracting useful knowledge and business value from the data you collect. This guide also helps you understand the many data-mining techniques in use today.Based on an MBA course Provost has taught at New York University over the past ten years, Data Science for ...

Learn regression analysis at a deeper level with guidance written in everyday language!Intuitively understand regression analysis by focusing on concepts and graphs rather than equations. Learn practical tips for modeling your data and interpreting the results. Feel confident that you're analyzing your data properly and able to trust your results. Know that you can detect and correct problems that arise.Progress from a beginner to a skilled practitioner ready for real-world...

"Statistical Methods in Online A/B Testing" is a comprehensive guide to statistics in online controlled experiments, a.k.a. A/B tests, that tackles the difficult matter of statistical inference in a way accessible to readers with little to no prior experience with it. Each concept is built from the ground up, explained thoroughly, and illustrated with practical examples from website testing.The presentation is straight to the point and practically oriented so you can apply the take...

A Handbook of Analytics is a guide to statistics and analytics. Data analytics are used to predict future patterns of data using mathematical and statistical models. Therefore, it is imperative for the professionals working in the field of data analytics to not only be able to use multiple functionalities on various tools but to have in-depth knowledge of statistics, predictive analytics and classification and clustering techniques.This book explains in detail the various concepts o...

The paradigm of deterministic chaos has influenced thinking in many fields of science. Chaotic systems show rich and surprising mathematical structures. In the applied sciences, deterministic chaos provides a striking explanation for irregular behaviour and anomalies in systems which do not seem to be inherently stochastic. The most direct link between chaos theory and the real world is the analysis of time series from real systems in terms of nonlinear dynamics. Experimental technique and...

This book offers an introduction into quantum machine learning research, covering approaches that range from "near-term" to fault-tolerant quantum machine learning algorithms, and from theoretical to practical techniques that help us understand how quantum computers can learn from data. Among the topics discussed are parameterized quantum circuits, hybrid optimization, data encoding, quantum feature maps and kernel methods, quantum learning theory, as well as quantum neural networks. The b...

Research methods are such phenomena that every researcher wishes to learn. It has been observed that researchers find it difficult to conduct an in-depth analysis in their areas of specialization without a sound knowledge of the scientific process of conducting research. Researchers may consult many books and articles but their inherent inquisitiveness will remain unfulfilled if they lack patience in devoting time to understand research methods. They must remember that little knowledge is ...