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Open Textbook Library
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e-book
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Year
2012
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e-book
This book is about complexity science, data structures and algorithms, intermediate programming in Python, and the philosophy of science: Data structures and algorithms: A data structure is a collection that contains data elements organized in a way that supports particular operations. For example, a dictionary organizes key-value pairs in a way that provides fast mapping from keys to values, but mapping from values to keys is generally slower. An algorithm is a mechanical process for performing a computation. Designing efficient programs often involves the co-evolution of data structures and the algorithms that use them. For example, the first few chapters are about graphs, a data structure that is a good implementation of a graph---nested dictionaries---and several graph algorithms that use this data structure. Python programming: This book picks up where Think Python leaves off. I assume that you have read that book or have equivalent knowledge of Python. As always, I will try to emphasize fundmental ideas that apply to programming in many languages, but along the way you will learn some useful features that are specific to Python. Computational modeling: A model is a simplified description of a system that is useful for simulation or analysis. Computational models are designed to take advantage of cheap, fast computation. Philosophy of science: The models and results in this book raise a number of questions relevant to the philosophy of science, including the nature of scientific laws, theory choice, realism and instrumentalism, holism and reductionism, and Bayesian epistemology. This book focuses on discrete models, which include graphs, cellular automata, and agent-based models. They are often characterized by structure, rules and transitions rather than by equations. They tend to be more abstract than continuous models; in some cases there is no direct correspondence between the model and a physical system. Complexity science is an interdisciplinary field---at the intersection of mathematics, computer science and physics---that focuses on these kinds of models. That's what this book is about.
- Subjects:
- Computing
- Keywords:
- Computational complexity Python (Computer program language) Textbooks
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- e-book
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e-book
Think Bayes is an introduction to Bayesian statistics using computational methods. The premise of this book, and the other books in the Think X series, is that if you know how to program, you can use that skill to learn other topics. Most books on Bayesian statistics use mathematical notation and present ideas in terms of mathematical concepts like calculus. This book uses Python code instead of math, and discrete approximations instead of continuous mathematics. As a result, what would be an integral in a math book becomes a summation, and most operations on probability distributions are simple loops. I think this presentation is easier to understand, at least for people with programming skills. It is also more general, because when we make modeling decisions, we can choose the most appropriate model without worrying too much about whether the model lends itself to conventional analysis. Also, it provides a smooth development path from simple examples to real-world problems.
- Subjects:
- Computing and Mathematics and Statistics
- Keywords:
- Bayesian statistical decision theory Python (Computer program language) Textbooks
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- e-book
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e-book
Legal Aspects of Marketing and Sales is an up-to-date textbook that covers legal issues that students who will work in marketing or with marketing managers must understand. The text is organized to permit instructors to tailor the materials to their particular approach. The authors take special care to engage students by relating law to everyday events with their clear, concise and readable style. After introductory chapters covering the legal environment of business, Legal Aspects of Marketing and Sales provides students with context and essential legal concepts relating to contracts, sales, intellectual property, antitrust law and unfair trade practices. The text provides the vocabulary and legal savvy they will need to talk in an educated way to customers, suppliers, shareholders, government regulators and other stakeholders — and to their own lawyers.
- Subjects:
- Marketing and Law and Legislation
- Keywords:
- Marketing -- Law legislation United States Textbooks
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- e-book
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e-book
Legal Aspects of Corporate Management and Finance is an up-to-date textbook that covers key legal issues relating to corporate management and finance. The text is organized to permit instructors to tailor the materials to their particular approach. The authors take special care to engage students by relating law to everyday events with their clear, concise and readable style. After introductory chapters covering the legal environment of business, Legal Aspects of Corporate Management and Finance provides students with context and essential legal concepts relating to contracts, agency law, partnerships, corporations, commercial paper, debtors and creditors. The text provides the vocabulary and legal savvy students will need to talk in an educated way to customers, suppliers, employees, creditors, shareholders, government regulators and other stakeholders — and to their own lawyers.
- Subjects:
- Management, Finance, and Law and Legislation
- Keywords:
- Corporations -- Finance -- Law legislation United States Corporation law Textbooks
- Resource Type:
- e-book
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e-book
Law of Commercial Transactions is an up-to-date textbook that covers legal issues that students who engage in commercial transactions must understand. The text is organized to permit instructors to tailor the materials to their particular approach. The authors take special care to engage students by relating law to everyday events with their clear, concise and readable style. After introductory chapters covering the legal environment of business, Law of Commercial Transactions provides students with context and essential legal concepts relating to key commercial transactions topics: contracts, sales, commercial paper, debtors and creditors. The text provides the vocabulary and legal savvy students will need to talk in an educated way to customers, suppliers, creditors, government regulators and other stakeholders — and to their own lawyers.
- Subjects:
- Management and Law and Legislation
- Keywords:
- Commercial law United States Textbooks
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- e-book
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e-book
Law for Entrepreneurs is an up-to-date textbook that covers the broad spectrum of legal issues that entrepreneurs must understand when starting and running a business. The text is organized to permit instructors to tailor the materials to their particular approach. The authors take special care to engage students by relating law to everyday events with their clear, concise and readable style. After introductory chapters covering the legal environment of business, Law for Entrepreneurs provides students with context and essential legal concepts relating to contracts, product liability, intellectual property, insurance, agency law, partnerships, corporations, and employment law. The text provides the vocabulary and legal savvy that entrepreneurs need to talk in an educated way to customers, suppliers, employees, creditors, shareholders, government regulators and other stakeholders — and to their own lawyers.
- Subjects:
- Management and Law and Legislation
- Keywords:
- Business enterprises -- Law legislation Commercial law United States Textbooks
- Resource Type:
- e-book
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e-book
Introduction to the Law of Property, Estate Planning and Insurance is an up-to-date textbook that covers legal issues that students must understand relating to real estate (an especially important business asset), as well as estate planning and insurance. The text is organized to permit instructors to tailor the materials to their particular approach. The authors take special care to engage students by relating law to everyday events with their clear, concise and readable style. After introductory chapters covering the legal environment of business, Introduction to the Law of Property, Estate Planning and Insurance provides students with context and essential legal concepts relating to property rights and duties, estate planning, insurance, secured transactions, mortgages, and related topics. The text provides the vocabulary and legal savvy they will need when working with these concepts, which are critical to business planning and success.
- Subjects:
- Management, Law and Legislation, and Building and Real Estate
- Keywords:
- Real property Real estate business -- Law legislation Estate planning United States Insurance Textbooks
- Resource Type:
- e-book
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e-book
This textbook provides context and essential concepts across the entire range of legal issues with whichmanagers and business executives must grapple. The text provides the vocabulary and legal acumennecessary for businesspeople to talk in an educated way to their customers, employees, suppliers,government officials—and to their own lawyers. Traditional publishers often create confusion among customers in the text selection process by offering ahuge array of publications. Once a text is selected, customers might still have to customize the text to meettheir needs. For example, publishers usually offer books that include either case summaries or excerptedcases, but some instructors prefer to combine case summaries with a few excerpted cases so that studentscan experience reading original material. Likewise, the manner in which most conventional textsincorporate video is cumbersome because the videos are contained in a separate library, which makesaccess more complicating for instructors and students.
- Subjects:
- Marketing and Law and Legislation
- Keywords:
- Commercial law United States Textbooks
- Resource Type:
- e-book
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e-book
This text strives to reach a median between these two approaches. First, I believe that students need to learn the theory and models to understand how economists understand the world. I also think these ideas are accessible to most students if they are explained thoroughly. This text presents numerous models in some detail, not by employing advanced mathematics, but rather by walking students through a detailed description of how a model's assumptions influence its conclusions. Second, and perhaps more important, students must learn how the models connect with the real world. I believe that theory is done primarily to guide policy. We do positive economics to help answer the normative questions; for example, what should a country do about its trade policy or its exchange rate policy? The results from models give us insights that help us answer these questions. Thus this text strives to explain why each model is interesting by connecting its results to some aspect of a current policy issue. A prime example is found in Chapter 11 "Evaluating the Controversy between Free Trade and Protectionism" of this book, which addresses the age-old question of whether countries should choose free trade or some type of selected protection. The chapter demonstrates how the results of the various models presented throughout the text contribute to our understanding of this long-standing debate.
- Subjects:
- Economics and International Trade
- Keywords:
- International economic relations International trade -- Econometric models Textbooks Equilibrium (Economics)
- Resource Type:
- e-book
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e-book
The 3-Circle model was developed over the past several years, initially in strategic planning for a university graduate program and in an executive MBA course designed to integrate the concepts of marketing and competitive strategy. Over the course of time, the 3-Circle model has been successfully used by hundreds of organizations throughout the world in establishing and growing their market positions. Many of the case examples in this book demonstrating applications of the 3-Circle model applications are from executives who have attended executive education training at the University of Notre Dame. The development of competitive strategy is difficult because there are a lot of moving parts, as well as hundreds of frameworks, that might potentially guide the effort. Executives appreciate how the 3-Circle model simplifies the integration of customer, firm, and competitor analysis to generate growth strategies. It also provides a common language and process for understanding and explaining competitive advantage and for identifying profitable growth strategy.
- Subjects:
- Marketing
- Keywords:
- Strategic planning Corporations -- Growth Marketing -- Planning Textbooks Marketing -- Management
- Resource Type:
- e-book