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The FTC Publications International Model's Guide features important information for all models; from those just starting out to those that have gained a wealth of experience. This guide covers many aspects from The Industry, Nutrition, Travel, Security, and Disease & Disorders. With contributions from many sources, along with vivid color images, readers will find this guide informative and a pleasure to read again and again. No model who is serious about his or her profession should be without this guide.
This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.
The ICC Guide to Export/Import is all you need in order to succeed in international markets. This easy-to-understand introduction to international trade is at the same time a detailed handbook for the experienced practitioner. Completely updated, the fourth edition of this much acclaimed volume contains an extended analysis of new rules and regulations including ICC¿s Incoterms® 2010, URDG and others as well as crucial topics like online documentation and e-commerce, customs and intellectual property.
Too often, finance courses stop short of making a connection between textbook finance and the problems of real-world business. "Financial Modeling" bridges this gap between theory and practice by providing a nuts-and-bolts guide to solving common financial problems with spreadsheets. The CD-ROM contains Excel* worksheets and solutions to end-of-chapter exercises. 634 illustrations.
This addition to the ISOR series introduces complementarity models in a straightforward and approachable manner and uses them to carry out an in-depth analysis of energy markets, including formulation issues and solution techniques. In a nutshell, complementarity models generalize: a. optimization problems via their Karush-Kuhn-Tucker conditions b. on-cooperative games in which each player may be solving a separate but related optimization problem with potentially overall system constraints (e.g., market-clearing conditions) c. conomic and engineering problems that aren’t specifically derived from optimization problems (e.g., spatial price equilibria) d. roblems in which both primal and dual variables (prices) appear in the original formulation (e.g., The National Energy Modeling System (NEMS) or its precursor, PIES). As such, complementarity models are a very general and flexible modeling format. A natural question is why concentrate on energy markets for this complementarity approach? s it turns out, energy or other markets that have game theoretic aspects are best modeled by complementarity problems. The reason is that the traditional perfect competition approach no longer applies due to deregulation and restructuring of these markets and thus the corresponding optimization problems may no longer hold. Also, in some instances it is important in the original model formulation to involve both primal variables (e.g., production) as well as dual variables (e.g., market prices) for public and private sector energy planning. Traditional optimization problems can not directly handle this mixing of primal and dual variables but complementarity models can and this makes them all that more effective for decision-makers.
Designed to promote conversation about how to educate students for a rapidly changing, innovation-based world, this comprehensive and illuminating book from international education expert Vivien Stewart focuses on understanding what the world's best school systems are doing right for the purpose of identifying what U.S. schools--at the national, state, and local level--might do differently and better.
Business Model Generation is a handbook for visionaries, game changers, and challengers striving to defy outmoded business models and design tomorrow's enterprises. If your organization needs to adapt to harsh new realities, but you don't yet have a strategy that will get you out in front of your competitors, you need Business Model Generation. Co-created by 470 "Business Model Canvas" practitioners from 45 countries, the book features a beautiful, highly visual, 4-color design that takes powerful strategic ideas and tools, and makes them easy to implement in your organization. It explains the most common Business Model patterns, based on concepts from leading business thinkers, and helps you reinterpret them for your own context. You will learn how to systematically understand, design, and implement a game-changing business model--or analyze and renovate an old one. Along the way, you'll understand at a much deeper level your customers, distribution channels, partners, revenue streams, costs, and your core value proposition. Business Model Generation features practical innovation techniques used today by leading consultants and companies worldwide, including 3M, Ericsson, Capgemini, Deloitte, and others. Designed for doers, it is for those ready to abandon outmoded thinking and embrace new models of value creation: for executives, consultants, entrepreneurs, and leaders of all organizations. If you're ready to change the rules, you belong to "the business model generation!"
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Developed in the classroom by two of the most prominent researchers in the field, Feenstra and Taylor's International Economics uses engaging applications to provide a modern view of the global economy for a modern audience. Most international economics textbooks emphasize theory and the economies of advanced countries. Feenstra and Taylor combine theoretical coverage with empirical evidence throughout, while reflecting the realities of the global economy by covering emerging markets and developing countries (India, China, Southeast Asia). The new edition has been thoroughly updated to include new data and Applications, as well as many new Headlines to reflect the rapid changes in international economics during the last three years. The 4th Edition includes the latest on opening relations with Cuba, immigration and Europe's refugee crisis, the effect of NAFTA on wages and employment, job polarization, quicksourcing, China's problems, and the debate in Britain about leaving the European Union. A modern textbook requires a modern and integrated homework system. LaunchPad offers our acclaimed content organized for easy assignability by instructors and enhanced learning for students.
International Commercial Arbitration and Mediation in UNCITRAL Model Law Jurisdictions Fourth Edition Dr Peter Binder This new edition of a classic text is so extensively revised and updated as to constitute a new book. It does, however, retain the tried and tested article-by-article structure of the previous three editions: it covers all the information needed when contemplating cross-border arbitration or mediation and enables a practitioner to ascertain what to expect in each jurisdiction. It remains the only book that provides a complete overview of all the adopting jurisdictions (now 111) at one glance, with a description of the legislation in these jurisdictions counterbalanced by court rulings to demonstrate how matters are dealt with in everyday practice. The popular adoption chart matrix unique to this book has been further enhanced and updated. Featuring the first full commentary on the newly released 2018 UNCITRAL Model Law on International Commercial Mediation (including its revolutionary regime for the enforcement of settlement agreements reached by means of mediation) and an update of all case law on UNCITRAL texts (CLOUT) to date, the fourth edition provides explicit expert guidance on such matters as the following: overview of each jurisdiction that has enacted the Model Laws; provisions in a particular national Model Law enactment to be watched out for; how a particular issue dealt with in a Model Law enacting jurisdiction has been handled by local courts; and which jurisdictions can be safely recommended in arbitration or mediation clauses in international commercial agreements. Both of the Model Laws are reproduced in full in an appendix. With an examination of each provision’s legislative history as well as national and subnational adoptions of the Model Laws, this work provides a complete picture of global practice in international arbitration and mediation as it exists today, taking full account of emerging trends in the enactment process and in case law. Business people who agree to arbitrate in one of the 111 recognized Model Law jurisdictions can rely on a secure minimum of rights in the arbitral proceedings and run less risk of being surprised by unwelcome peculiarities of local law. International litigation lawyers, arbitrators, and in-house lawyers who are considering arbitrating or mediating in one of the 111 jurisdictions analysed, academics in international ADR, and national government officials dealing with cross-border trade will benefit enormously from this new edition.