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Introduction to Statistical Modelling and Inference by
Features Probability models are developed from the shape of the sample empirical cumulative distribution function, (cdf) or a transformation of it. Bounds for the value of the population cumulative distribution function are obtained from the Beta distribution at each point of the empirical cdf. Bayes's theorem is developed from the properties of the screening test for a rare condition. The multinomial distribution provides an always-true model for any randomly sampled data. The model-free bootstrap method for finding the precision of a sample estimate has a model-based parallel - the Bayesian bootstrap - based on the always-true multinomial distribution. The Bayesian posterior distributions of model parameters can be obtained from the maximum likelihood analysis of the model.
Thinking Through Organic Chemistry by
Thinking Through Organic Chemistry introduces students to the knowledge and skillsets they require to better understand organic chemistry and find success in its real-world application. This book and its associated practice materials provide readers with an effective framework for thinking through and approaching various problems. The book is organized into three parts: Metacognition and Studying; Misconceptions: Common Stumbling Blocks; and Making the Grade. Part I discusses the value of one's mindset in learning chemistry and introduces the concept of metacognition, or thinking about thinking. Students learn the basic process of metacognition--studying, self-testing, and reflection. Part II reviews select organic chemistry ideas and concepts that are not covered in many courses due to time constraints, are assumed to be general knowledge students have already learned, are in the background of other courses besides organic chemistry, and are core to understanding more advanced topics in the discipline. The final part of the book examines the types of questions students are likely to see on organic chemistry exams. Students review question formats, and the text provides examples of questions on specific topics. Developed to help students carefully consider their learning process and set themselves up for success, Thinking Through Organic Chemistry is an ideal supplementary resource for courses in the discipline.
Chemical process safety : fundamentals with applications by
The #1 Process Safety Guide, Now Extensively Updated for Current Industrial Processes, Systems, and Practices Process safety has seen a dramatic consolidation of concepts in the past few years. Chemical Process Safety, Fourth Edition, provides students and working engineers with the understanding necessary to apply these new concepts to safely design and operate any process. Long the definitive guide in the field, this edition fully reflects major recent advances in process safety technology and practice. Readers will find extensive new and updated coverage of relief sizing, hazards identification, risk assessment, and many other topics. Several chapters have been completely rewritten, and all are substantially modified. This textbook includes 50 new problems and solutions (mostly in SI units), and 25 new case histories. Safety culture Preventive and mitigative safeguards The CCPS 20 elements of Risk Based Process Safety (RBPS) Toxicology, industrial hygiene, and source models Hazardous material dispersion Fires, explosions, and concepts for preventing them Chemical reactivity Reliefs and relief sizing Hazards identification and evaluation Risk analysis and assessment, including Layer of Protection Analysis (LOPA) Safety strategies, procedures, designs, case histories, and lessons learned Crowl and Louvar link key academic concepts to modern industrial practice, making this guide invaluable for all engineering students and for all working engineers. Register your product for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
Chemistry and chemical engineering for sustainable development : best practices and research directions by
"The world faces significant challenges as population and consumption continue to grow while nonrenewable fossil fuels and other raw materials are depleted at ever-increasing rates. Chemistry and Chemical Engineering for Sustainable Development: Best Practices and Research Directions is a technical approach that addresses these issues using green design and analysis. It brings together innovative research, new concepts, and novel developments in the application of new tools for chemical and materials engineers. It is an immensely research-oriented, comprehensive, and practical work focusing on the use of applied concepts to enhance the current trends and productivity in chemical engineering. It contains significant research, reporting new methodologies and important applications in the fields of chemical engineering as well as the latest coverage of chemical databases and the development of new methods and efficient approaches for chemists. Highlighting theoretical foundations, real-world cases, and future directions, the volume covers a diverse collection on the newest innovations in the field, including new research on atomic/nuclear physics, the barometric formula, amino acids in aqueous solutions, bioremediation and biotechnology, and more"-- Provided by publisher.
Horizons : a global history of science by
"A radical retelling of the history of science that challenges the Eurocentric narrative. We are told that modern science was invented in Europe, the product of great minds such as Nicolaus Copernicus Isaac Newton, Charles Darwin and Albert Einstein. But this is wrong. Science is not, and has never been, a uniquely European endeavor. Copernicus relied on mathematical techniques borrowed from Arabic and Persian texts. When Newton set out the laws of motion, he relied on astronomical observations made in Asia and Africa. When Darwin was writing On the origin of species, he consulted a sixteenth-century Chinese encyclopedia. And when Einstein was studying quantum mechanics, he was inspired by Bengali physicist Satyendra Nath Bose. Horizons pushes beyond Europe, exploring the ways in which scientists from Africa, America, Asia and the Pacific fit into the history of science, and arguing that it is best understood as a story of global cultural exchange..."--Cover, page 2.
Analytical Chemistry: Advancement, Perspectives and Applications by
Analytical insight of materials provides a lucid pathway for further opportunities in the development of high-potential modified materials. The analytical assessment also enhances the probability of finding suitable materials for various applications. This book presents the latest advancements and applications of analytical chemistry in a systematic manner. It is an anthology of scientific findings and views of researchers from various research centers across the globe on emerging topics of instrumentation, energy, environment, biotechnology, and synthetic enhancement analysis techniques related to analytical chemistry. The volume contains twelve chapters containing discussion, analogies, and graphics for a better understanding of the presented concepts.
CRC handbook of chemistry and physics : a ready-reference book of chemical and physical data by 
Green Analytical Chemistry by
Chemical analysis requires solvents, reagents and energy and generates waste. The main goal of green analytical chemistry is to avoid or reduce the undesirable environmental side effects of chemical analysis, while preserving the classic analytical parameters of accuracy, sensitivity, selectivity and precision. This book portrays the current and changing situation concerning adoption of the principles of green chemistry as applied to analysis. It begins by looking at the advantages of and problems associated with on-site analysis and how analytical techniques can lead to increased productivity, efficiency and accuracy, and thereby reduce the consumption of materials. It then focuses on sample preparation techniques minimising solvent consumption or using alternative solvents, concepts and methods of improving the 'greenness' of instrumental analysis where miniaturization is an important part, separation methods from the perspective of green analytical chemistry and chemometrics approaches, which can reduce or can even remove the need for conventional steps in chemical analysis. Aimed at graduates and novices just entering the field, managers of analytical research laboratories, teachers of analytical chemistry and green public policy makers, this title will be a useful addition to any analytical scientist's library.
Perry's Chemical Engineers' Handbook, 9th Edition by
This industry-standard resource has equipped generations of engineers and chemists with vital information, data, and insights. Thoroughly revised to reflect the latest technological advances and processes, Perry's Chemical Engineers' Handbook, Ninth Edition, provides unsurpassed coverage of every aspect of chemical engineering. You will get comprehensive details on chemical processes, reactor modeling, biological processes, biochemical and membrane separation, process and chemical plant safety, and much more. This fully updated edition covers: Unit Conversion Factors and Symbols * Physical and Chemical Data including Prediction and Correlation of Physical Properties * Mathematics including; Differential and Integral Calculus, Statistics , Optimization * Thermodynamics * Heat and Mass Transfer * Fluid and Particle Dynamics *Reaction Kinetics * Process Control and Instrumentation* Process Economics * Transport and Storage of Fluids * Heat Transfer Operations and Equipment * Psychrometry, Evaporative Cooling, and Solids Drying * Distillation * Gas Absorption and Gas-Liquid System Design * Liquid-Liquid Extraction Operations and Equipment * Adsorption and Ion Exchange * Gas-Solid Operations and Equipment *; Liquid-Solid Operations and Equipment * Solid-Solid Operations and Equipment *Chemical Reactors * Bio-based Reactions and Processing * Waste Management including Air ,Wastewater and Solid Waste Management* Process Safety including Inherently Safer Design * Energy Resources, Conversion and Utilization* Materials of Construction
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