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Probability spaces; Combinatorial analysis; Discrete random variables; Expectation of discrete random variables; Continuous random variables; Jointly distributed random variables; Expectations and the central limit theorem; Moment generating functions and characteristic functions; Random walks and poisson processes.
Random walk; Markov chains; Poisson processes; Purely discontinuous markov processes; Calculus with stochastic processes; Stationary processes; Martingales; Brownian motion and diffusion stochastic processes.
An excellent introduction for computer scientists and electrical and electronics engineers who would like to have a good, basic understanding of stochastic processes! This clearly written book responds to the increasing interest in the study of systems that vary in time in a random manner. It presents an introductory account of some of the important topics in the theory of the mathematical models of such systems. The selected topics are conceptually interesting and have fruitful application in various branches of science and technology.
Probability; Nature of statistical methods; Empirical frequency distributions of one variable; Theoretical frequency distributions of one variable; Elementary sampling theory for one variable; Correlation and regression; Theoretical frequency distributions for correlation and regression; General principles for testing hypotheses and for estimation; Testing goodness of fit; Small sample distributions; Statistical design in experiments; Nonparametric methods.
Images are not neutral conveyors of messages shipped around the globe to achieve globalized spectatorship. They are powerful forces that elicit very diverse responses and can resist new visual hegemonies of our global world. Bringing together case studies from the field of media, art, politics, religion, anthropology and science, this volume breaks new ground by reflecting on the very power of images beyond their medial exploitation. The contributions by Hans Belting, Susan Buck-Morss, Georges Didi-Huberman, W.J.T. Mitchell, and Ticio Escobar among others testify that globalization does not necessarily equal homogenization, and that images can open up alternative ways of picturing what is to come.
A fascinating and comprehensive history, this book explores the most important transformation in twentieth century economics: the creation of econometrics. Containing fresh archival material that has not been published before and taking Ragnar Frisch as the narrator, Francisco Louca discusses both the keys events - the establishment of the Econometric Society, the Cowles Commission and the journal Econometrica – and the major players - economists like Wesley Mitchell, mathematicians like John von Neumann and statisticians like Karl Pearson - in history that shaped the development of econometrics. He discusses the evolution of their thought, detailing the debates, the quarrels and the interrogations that crystallized their work and even offers a conclusion of sorts, suggesting that some of the more influential thinkers abandoned econometrics or became critical of its development. International in scope and appeal, The Years of High Econometrics is an excellent accompaniment for students taking courses on probability, econometric methods and the history of economic thought.
Drawing on interviews with witnesses to the early psychoanalytic movement as well as new archival material, this chronicle seeks to rescue from obscurity the history of a movement usually regarded as an expensive form of treatment for the economically & intellectually advantaged.