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An intuitive, yet precise introduction to probability theory, stochastic processes, statistical inference, and probabilistic models used in science, engineering, economics, and related fields. This is the currently used textbook for an introductory probability course at the Massachusetts Institute of Technology, attended by a large number of undergraduate and graduate students, and for a leading online class on the subject. The book covers the fundamentals of probability theory (probabilistic models, discrete and continuous random variables, multiple random variables, and limit theorems), which are typically part of a first course on the subject. It also contains a number of more advanced topics, including transforms, sums of random variables, a fairly detailed introduction to Bernoulli, Poisson, and Markov processes, Bayesian inference, and an introduction to classical statistics. The book strikes a balance between simplicity in exposition and sophistication in analytical reasoning. Some of the more mathematically rigorous analysis is explained intuitively in the main text, and then developed in detail (at the level of advanced calculus) in the numerous solved theoretical problems.
The big stories -- The skills of the new machines : technology races ahead -- Moore's law and the second half of the chessboard -- The digitization of just about everything -- Innovation : declining or recombining? -- Artificial and human intelligence in the second machine age -- Computing bounty -- Beyond GDP -- The spread -- The biggest winners : stars and superstars -- Implications of the bounty and the spread -- Learning to race with machines : recommendations for individuals -- Policy recommendations -- Long-term recommendations -- Technology and the future (which is very different from "technology is the future").
The CQ Press Guide to U.S. Elections is a comprehensive, two-volume reference providing information on the U.S. electoral process, in-depth analysis on specific political eras and issues, and everything in between. Thoroughly revised and infused with new data, analysis, and discussion of issues relating to elections through 2014, the Guide will include chapters on: Analysis of the campaigns for presidency, from the primaries through the general election Data on the candidates, winners/losers, and election returns Details on congressional and gubernatorial contests supplemented with vast historical data. Key Features include: Tables, boxes and figures interspersed throughout each chapter Data on campaigns, election methods, and results Complete lists of House and Senate leaders Links to election-related websites A guide to party abbreviations
"TRB's National Cooperative Highway Research Program (NCHRP) Report 765: Analytical Travel Forecasting Approaches for Project-Level Planning and Design describes methods, data sources, and procedures for producing travel forecasts for highway project-level analyses. This report provides an update to NCHRP Report 255: Highway Traffic Data for Urbanized Area Project Planning and Design. In addition to the report, Appendices A through I from the contractor's final report are available on CRP-CD-143. These appendices supplement this report by providing a substantial amount of companion data and information. The appendices also include the extended literature review, the detailed NCHRP Report 255 review, supplementary tables, a list of defined acronyms, and a glossary. Also included on CRP-CD-143 are spreadsheet demonstrations, and, for reference purposes, a tool developed by the North Carolina Department of Transportation to assess annual average daily traffic."--Publisher's description.
Thomas G. Dyer’s definitive history of the University of Georgia celebrates the bicentennial of the school’s founding with a richly varied account of people and events. More than an institutional history, The University of Georgia is a contribution to the understanding of the course and development of higher education in the South. The Georgia legislature in January 1785 approved a charter establishing “a public seat of learning in this state.” For the next sixteen years the university’s trustees struggled to convert its endowment--forty thousand acres of land in the backwoods--into enough money to support a school. By 1801 the university had a president, a campus on the edge of Indian country, and a few students. Over the next two centuries the small liberal arts college that educated the sons of lawyers and planters grew into a major research university whose influence extends far beyond the boundaries of the state. The course of that growth has not always been smooth. This volume includes careful analyses of turning points in the university’s history: the Civil War and Reconstruction, the rise of land-grant colleges, the coming of intercollegiate athletics, the admission of women to undergraduate programs, the enrollment of thousands of World War II veterans, and desegregation. All are considered in the context of what was occurring elsewhere in the South and in the nation.
Project Management in Practice, 4th Edition focuses on the technical aspects of project management that are directly related to practice.