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This book presents Integrated Thematic Instruction (ITI), a model for implementing a "brain-compatible" learning environment for students and teachers using a year-long theme to organize curriculum content and skills. The book's introduction identifies six "mismemes" (or mistaken ideas) that have hindered educational reform, and proposes seven "new memes" (or foundational premises) for education reform that are consistent with brain research and children's developmental characteristics. Also identified are eight brain-compatible implementation elements to create an environment that will enhance children's performance and provide the basis for successful learning experience. Chapter 1 then describes the three principles of the ITI model: that brain research must become the basis for decisions to improve education, that teaching is an art and science that must implement brain research in the classroom, and that curriculum development must occur at the classroom level based on the classroom teacher's understanding of the learners and community. Chapters 2 through 9 explain the eight brain-compatible implementation elements and how they can be applied to learning. The eight elements are: (1) absence of threat; (2) meaningful content; (3) choices; (4) adequate time; (5) enriched environment; (6) collaboration; (7) immediate feedback; and (8) mastery (application). Chapter 10 describes a brain-compatible curriculum, one that emphasizes pattern-seeking and program-building. Chapters 11 through 13 describe three steps in curriculum making: creating a year-long theme, determining the key concepts and skills to be mastered within year-long themes, and creating and using inquiries. Chapter 14 shows how the ITI model is not incompatible with teaching reading, writing, and mathematics skills. Finally, chapter 15 argues the need for personal transition if change is to be made. Five appendices present sample materials for building an ITI program. A glossary is included. Contains 35 references. (TM)
Amid the dynamic growth of artificial intelligence, this book presents a collection of findings and advancements from the second edition of the A2IA-Artificial Intelligence and Industrial Applications conference. The conference, hosted by ENSAM-Meknès at Moulay Ismail University, Morocco, fosters knowledge exchange in AI, focusing primarily on its industrial applications. Covering a wide range of topics, the book highlights the adaptable nature of AI and its increasing impact on industrial sectors. It brings together contributions from an international cohort of researchers, discussing themes such as intelligent manufacturing and maintenance, intelligent supply chain management, various modes of learning including supervised, unsupervised, reinforcement, semi-supervised, and graph-based, as well as neural networks, deep learning, planning, and optimization. A defining feature of this edition is its extensive scope and emphasis on the practical applications of AI, along with its foundational elements. It facilitates an understanding of AI's current state and potential future direction, showcasing recent developments that bridge the gap between theory and practice. Designed for a diverse readership, this book is of interest to AI practitioners, academics, and enthusiasts, as well as to those new to the field. It provides an opportunity to explore AI's critical role in industrial applications, and the practical insights it offers are likely to be beneficial for decision-making within industrial settings.
The Theory of Industrial Organization is the first primary text to treat the new industrial organization at the advanced-undergraduate and graduate level. Rigorously analytical and filled with exercises coded to indicate level of difficulty, it provides a unified and modern treatment of the field with accessible models that are simplified to highlight robust economic ideas while working at an intuitive level. To aid students at different levels, each chapter is divided into a main text and supplementary section containing more advanced material. Each chapter opens with elementary models and builds on this base to incorporate current research in a coherent synthesis. Tirole begins with a background discussion of the theory of the firm. In Part I he develops the modern theory of monopoly, addressing single product and multi product pricing, static and intertemporal price discrimination, quality choice, reputation, and vertical restraints. In Part II, Tirole takes up strategic interaction between firms, starting with a novel treatment of the Bertrand-Cournot interdependent pricing problem. He studies how capacity constraints, repeated interaction, product positioning, advertising, and asymmetric information affect competition or tacit collusion. He then develops topics having to do with long term competition, including barriers to entry, contestability, exit, and research and development. He concludes with a "game theory user's manual" and a section of review exercises. Important Notice: The digital edition of this book is missing some of the images found in the physical edition.
This book describes the new generation of discrete choice methods, focusing on the many advances that are made possible by simulation. Researchers use these statistical methods to examine the choices that consumers, households, firms, and other agents make. Each of the major models is covered: logit, generalized extreme value, or GEV (including nested and cross-nested logits), probit, and mixed logit, plus a variety of specifications that build on these basics. Simulation-assisted estimation procedures are investigated and compared, including maximum stimulated likelihood, method of simulated moments, and method of simulated scores. Procedures for drawing from densities are described, including variance reduction techniques such as anithetics and Halton draws. Recent advances in Bayesian procedures are explored, including the use of the Metropolis-Hastings algorithm and its variant Gibbs sampling. The second edition adds chapters on endogeneity and expectation-maximization (EM) algorithms. No other book incorporates all these fields, which have arisen in the past 25 years. The procedures are applicable in many fields, including energy, transportation, environmental studies, health, labor, and marketing.
This handbook focuses on the enormous literature applying statistical methodology and modelling to environmental and ecological processes. The 21st century statistics community has become increasingly interdisciplinary, bringing a large collection of modern tools to all areas of application in environmental processes. In addition, the environmental community has substantially increased its scope of data collection including observational data, satellite-derived data, and computer model output. The resultant impact in this latter community has been substantial; no longer are simple regression and analysis of variance methods adequate. The contribution of this handbook is to assemble a state-of-the-art view of this interface. Features: An internationally regarded editorial team. A distinguished collection of contributors. A thoroughly contemporary treatment of a substantial interdisciplinary interface. Written to engage both statisticians as well as quantitative environmental researchers. 34 chapters covering methodology, ecological processes, environmental exposure, and statistical methods in climate science.
Originally published by Oxford in 1998, Psycho-Oncology was the first comprehensive text in the field and remains the gold standard today. Edited by a team of leading experts in psycho-oncology, spearheaded by Dr. Jimmie C. Holland, the founder of the field, the text reflects the interdisciplinary nature and global reach of this growing field. Thoroughly updated and developed in collaboration with the American Psychosocial Society and the International Psycho-oncology Society, the third edition is a current, comprehensive reference for psychiatrists, psychologists, oncologists, hospice workers, and social workers seeking to understand and manage the psychological issues involved in the care of persons with cancer and the psychological, social, and behavioral factors that contribute to cancer risk and survival. New to this edition are chapters on gender-based and geriatric issues and expanded coverage of underserved populations, community based programs, and caregiver training and education.