Courses tagged with "Information Theory" (219)

This course explores the foundations of policy making in developing countries. The goal is to spell out various policy options and to quantify the trade-offs between them. We will study the different facets of human development: education, health, gender, the family, land relations, risk, informal and formal norms and institutions. This is an empirical class. For each topic, we will study several concrete examples chosen from around the world. While studying each of these topics, we will ask: What determines the decisions of poor households in developing countries? What constraints are they subject to? Is there a scope for policy (by government, international organizations, or non-governmental organizations (NGOs))? What policies have been tried out? Have they been successful?

This course provides a rigorous treatment of non-cooperative solution concepts in game theory, including rationalizability and Nash, sequential, and stable equilibria. It covers topics such as epistemic foundations, higher order beliefs, bargaining, repeated games, reputation, supermodular games, and global games. It also introduces cooperative solution concepts—Nash bargaining solution, core, Shapley value—and develops corresponding non-cooperative foundations.

This half-term course examines the choices that we make which affect others and the choices others make that affect us. Such situations are known as "games" and game-playing, while sounding whimsical, is serious business. Managers frequently play "games" both within the firm and outside it – with competitors, customers, regulators, and even capital markets! The goal of this course is to enhance a student's ability to think strategically in complex, interactive environments. Knowledge of game theory will give students an advantage in such strategic settings. The course is structured around three "themes for acquiring advantage in games": commitment / strategic moves, exploiting hidden information, and limited rationality.

This course provides concepts and frameworks for understanding the potential impact of information technology (IT) on business strategy and performance. We will examine how some firms make IT a strategic asset while other firms struggle to realize value from IT investments. The course focuses on the implications of increased digitization for defining business strategies and operating models, and explores the roles of both general managers and IT executives in using IT to achieve operational excellence and business agility. Topics include business operating models, IT investment and prioritization, business strategy and IT alignment, the design and governance of digitized processes, and the role of the IT unit. Draws heavily on research and case studies from MIT Sloan Center for Information Systems Research. Restricted to graduate students.

This class introduces scientific, economic, and ecological issues underlying the threat of global climate change, and the institutions engaged in negotiating an international response. It also develops an integrated approach to analysis of climate change processes, and assessment of proposed policy measures, drawing on research and model development within the MIT Joint Program on the Science and Policy of Global Change.

15.389A Global Entrepreneurship Lab: Asia-Pacific enables teams of students to work with the top management of global start-ups and gain experience in running, and consulting to, a new enterprise outside the United States. The focus is on start-ups operating in emerging markets throughout the world, with a special focus on the Asia-Pacific region. The course combines an internship in a growing firm with in-class discussions of the issues and policies that affect the climate for innovation and start-up success around the world.

Special Features

15.389A is part of a two-section course and includes materials that cover entrepreneurship in the Asia-Pacific region. 15.389B Global Entrepreneurship Lab: Latin America, the Middle East, and Africa is also available on OpenCourseWare and covers topics pertinent to these additional regions.

15.389B Global Entrepreneurship Lab: Latin America, the Middle East, and Africa enables teams of students to work with the top management of global start-ups and gain experience in running, and consulting to, a new enterprise outside the United States. The focus is on start-ups operating in emerging markets throughout the world, with a special focus on Latin America, the Middle East, and Africa. The course combines an internship in a growing firm with in-class discussions of the issues and policies that affect the climate for innovation and start-up success around the world.

Special Features

15.389B is part of a two-section course and includes materials that cover entrepreneurship in Latin America, the Middle East, and Africa. 15.389A Global Entrepreneurship Lab: Asia-Pacific is also available on OpenCourseWare and covers topics pertinent to these additional regions.

This course examines opportunities and risks firms face in today's global market. It provides conceptual tools for analyzing how governments and social institutions influence economic competition among firms embedded in different national settings. Public policies and institutions that shape competitive outcomes are examined through cases and analytical readings on different companies and industries operating in both developed and emerging markets.

This course examines the opportunities and risks firms face in today's global world. The course provides conceptual tools for analyzing how governments and a variety of social and economic institutions influence competition among firms embedded in different national settings. Public policies and institutions that shape competitive outcomes are examined through cases and analytic readings on different companies and industries operating in both developed and emerging markets.  In addition to traditional case/class discussions, this course will include some presentations by various guest speakers. The hope is that greater exposure to/interaction with these real-world practitioners will "bring to life" some of the issues discussed in the readings/cases. Whenever possible, informal dinners and/or coffees will be organized for small groups of students interested in meeting with our guest speakers.

This subject focuses on the specifics of strategy and organization of the multinational company, and provides a framework for formulating successful and adaptive strategies in an increasingly complex world economy. Topics include the globalization of industries, the continuing role of country factors in competition, organization of multinational enterprises, and building global networks. This particular version of the subject is taught and tailored specifically to those enrolled in the MIT Sloan Fellows Program.

The objective of this course is to introduce you to the role of government in markets where competitive equilibria “fail.” In this course we will emphasize the importance of market structure and industrial performance, including the strategic interaction of firms. We will examine the behavior of individual markets in some detail, focusing on cost analysis, the determinants of market demand, investment behavior, market power, and the implications of government regulatory behavior. The course will be broken into three parts. In the first part, we will review firm behavior and the theory of the market. Here, we will discuss perfectly competitive markets (our “benchmark”), efficiency, market structure, strategic competition, and productivity. Once the foundations of the market are well understood, we will then move on to the second part of the course, where we will study “economic” regulation. Here, we will look at the behavior of natural monopolies and regulatory options for dealing with them. And in the third part of the course, we will study “social” regulation—focusing on environmental, health, and safety regulation.

Firms must develop major innovations to prosper, but they don't know how to. However, recent research into the innovation process has made it possible to develop breakthroughs systematically. 15.356 How to Develop Breakthrough Products and Services explores several practical idea generation development methods. To convey the art required to implement each of these methodologies, experts are invited to present real cases to the class.

This class develops basic concepts for understanding individual, group, and organizational behavior through the critical analysis of important works in the field. Among the areas covered are: individual affect and cognition; group process and performance; and organizational culture and adaptation. The class also emphasizes the use of behavioral science concepts for stimulating new and useful organizational behavior research.

This is a course in industrial organization, the study of firms in markets. Industrial organization focuses on firm behavior in imperfectly competitive markets, which appear to be far more common than the perfectly competitive markets that were the focus of your basic microeconomics course. This field analyzes the acquisition and use of market power by firms, strategic interactions among firms, and the role of government competition policy. We will approach this subject from both theoretical and applied perspectives.

The course provides a graduate level introduction to Industrial Organization. It is designed to provide a broad introduction to topics and industries that current researchers are studying as well as to expose students to a wide variety of techniques. It will start the process of preparing economics PhD students to conduct thesis research in the area, and may also be of interest to doctoral students working in other areas of economics and related fields. The course integrates theoretical models and empirical studies.

In virtually every industry and every firm, information technology is driving change, creating opportunities and challenges. Leaders who don't understand at least the fundamentals of information systems will be at a strategic disadvantage. This course provides broad coverage of technology concepts and trends underlying current and future developments in information technology, and fundamental principles for the effective use of computer-based information systems. There will be a special emphasis on manufacturing. Information Systems topics that will be covered include networks and distributed computing, including the World Wide Web, hardware and operating systems, software development tools and processes, relational databases, security and cryptography, enterprise applications, B2B, the semantic web and electronic commerce. Sloan LFM students with an interest in Information Systems are encouraged to register for this course.

This class offers a broad coverage of technology concepts and trends underlying current and future developments in information technology, and fundamental principles for the effective use of computer-based information systems. There will be a special emphasis on networks and distributed computing, including the World Wide Web. Other topics include: hardware and operating systems, software development tools and processes, relational databases, security and cryptography, enterprise applications, and electronic commerce. Hands-on exposure to Web, database, and graphical user interface (GUI) tools.

This course is intended for students with little or no background in computer technology. Students with extensive education or work experience in computer technology should consider taking a more advanced course.

Information Technology I helps students understand technical concepts underlying current and future developments in information technology. There will be a special emphasis on networks and distributed computing. Students will also gain some hands-on exposure to powerful, high-level tools for making computers do amazing things, without the need for conventional programming languages. Since 15.564 is an introductory course, no knowledge of how computers work or are programmed is assumed.

15.616 is an introduction to business law which covers the fundamentals, including contracts, liability, regulation, employment, and corporations, with an in-depth treatment of the legal issues relating to breakthrough technologies, including the legal framework of R&D, the commercialization of new high-technology products in start-ups and mature companies, and the liability and regulatory implications of new products and innovative business models. There is extensive attention to national and international intellectual property protection and strategies. Examples are drawn from many industries, including information technology, communications, and life sciences.

Note: This course used to be numbered 15.648.

We will apply insights from game theory to explain human social behavior, focusing on novel applications which have heretofore been the realm of psychologists and philosophers—for example, why people speak indirectly, in what sense beauty is socially constructed, and where our moral intuitions come from—and eschewing traditional economic applications such as industrial organization or auctions.

We will employ standard games such as the prisoners dilemma, coordination, hawk-dove, and costly signaling, and use standard game theory tools such as Nash Equilibria, Subgame Perfection, and Perfect Bayesian Equilibria. These tools will be taught from scratch and no existing knowledge of game theory, economics, or mathematics is required. At the same time, students familiar with these games and tools will not find the course redundant because of the focus on non-orthodox applications.