Nash John Скачать все книги 2 Количество книг

Nonlinear Parameter Optimization Using R John C. Nash, Telfer School of Management, University of Ottawa, Canada A systematic and comprehensive treatment of optimization software using R In recent decades, optimization techniques have been streamlined by computational and artificial intelligence methods to analyze more variables, especially under non–linear, multivariable conditions, more quickly than ever before. Optimization is an important tool for decision science and for the analysis of physical systems used in engineering. Nonlinear Parameter Optimization with R explores the principal tools available in R for function minimization, optimization, and nonlinear parameter determination and features numerous examples throughout. Nonlinear Parameter Optimization with R: Provides a comprehensive treatment of optimization techniques Examines optimization problems that arise in statistics and how to solve them using R Enables researchers and practitioners to solve parameter determination problems Presents traditional methods as well as recent developments in R Is supported by an accompanying website featuring R code, examples and datasets Researchers and practitioners who have to solve parameter determination problems who are users of R but are novices in the field optimization or function minimization will benefit from this book. It will also be useful for scientists building and estimating nonlinear models in various fields such as hydrology, sports forecasting, ecology, chemical engineering, pharmaco-kinetics, agriculture, economics and statistics.

Praise for The Deciding Factor «Both companies and governments have made some poor decisions recently, and almost all would benefit from more fact-based and analytical approaches. This book provides clear methods and extensive examples for organizations that want to make better, faster, and more consistent decisions.»—Thomas H. Davenport, author, Competing on Analytics, and President's Distinguished Professor of Information Technology and Management, Babson College «The secrets of the decision-making processes employed by the most successful corporations of the world are revealed in The Deciding Factor. Both corporate decision makers as well as analysts will gain invaluable insights from this treasure trove of case studies and expert guidelines.» —Robert Heller, former president and CEO of VISA U.S.A., and former governor, Federal Reserve Board «Information, used correctly and creatively, can be a source of tremendous customer value, competitive advantage, and company profitability. The Deciding Factor will help you understand if you have this opportunity, and how you might seize it.» —Nigel Morris, co-founder, Capital One Financial Services «There has never been a more important time in business history to truly understand both the technical strengths and conceptual weaknesses of decision analytics. If you're prepared to be serious, The Deciding Factor offers the insider's insights that matter when managing innovation risk.» —Michael Schrage, author, Serious Play, and research associate, MIT Sloan School of Management