This comprehensive text covers the theory and practical implementation of multivariate density estimation. It explores kernel methods, bandwidth selection, and high-dimensional data visualization, offering insights into both statistical theory and computational techniques. Suitable for graduate students, researchers, and professionals in statistics and data science.
This classic textbook introduces students to the foundational concepts of probability. Topics include combinatorial analysis, conditional probability, random variables, expectation, Markov chains, and limit theorems. It is widely used in undergraduate mathematics, engineering, and statistics programs for its clear explanations and strong set of exercises.
A comprehensive laboratory manual designed for introductory chemistry courses, providing practical experiments and exercises for students.
This book offers a rigorous yet accessible introduction to stochastic calculus with an emphasis on financial applications. It covers Brownian motion, Itô’s lemma, stochastic differential equations, and applications in pricing financial derivatives. Designed for graduate students and professionals in financial engineering, quantitative finance, and applied mathematics.
Power ultrasound which generates acoustic cavitation in liquids—has long been leveraged for industrial cleaning and plastic welding. Over the past two decades, its potential has expanded dramatically into broader areas of chemistry and processing, a utility collectively termed sonochemistry . The book begins with a foundational overview, explaining cavitation physics, bubble dynamics, and…
A comprehensive introductory textbook for undergraduate biology students, integrating core concepts across all major biological disciplines. Updated with the latest scientific research and pedagogical tools.
This textbook provides an in-depth introduction to general chemistry, focusing on molecular-level understanding. Suitable for university-level chemistry students, it emphasizes real-world applications, visual learning, and critical thinking.