Containing a summary of several recent results on Markov-based input modeling in a coherent notation, this book introduces and compares algorithms for parameter fitting and gives an overview of available software tools in the area. Due to progress made in recent years with respect to new algorithms to generate PH distributions and Markovian arrival processes from measured data, the models outlined are useful alternatives to other distributions or stochastic processes used for input modelin...

This is the first book that analyses the future raw materials supply from the demand side of a society that chiefly relies on renewable energies, which is of great significance for us all. It addresses primary and secondary resources and substitution, not only from technical but also socioeconomic and ethical points of view.The “Energiewende” (Energy Transition) will change our consumption of natural resources significantly. When in future our energy requirements will be covered mo...

Globalization has been strongly shaping and transforming both national economies and individual careers in recent decades. These profound changes have had significant consequences for individual careers of men and women both during and after their employment career. This impressive new collection focuses on the effects of the globalization process on late-midlife workers and the exit from employment – a relationship that has up to now mostly been neglected in social science literature on a...

Some probability problems are so difficult that they stump the smartest mathematicians. But even the hardest of these problems can often be solved with a computer and a Monte Carlo simulation, in which a random-number generator simulates a physical process, such as a million rolls of a pair of dice. This is what Digital Dice is all about: how to get numerical answers to difficult probability problems without having to solve complicated mathematical equations.Popular-math w...

Want to calculate the probability that an event will happen? Be able to spot fake data? Prove beyond doubt whether one thing causes another? Or learn to be a better gambler? You can do that and much more with 75 practical and fun hacks packed into Statistics Hacks. These cool tips, tricks, and mind-boggling solutions from the world of statistics, measurement, and research methods will not only amaze and entertain you, but will give you an advantage in several real-world situations...

Learn how to program by diving into the R language, and then use your newfound skills to solve practical data science problems. With this book, you’ll learn how to load data, assemble and disassemble data objects, navigate R’s environment system, write your own functions, and use all of R’s programming tools.RStudio Master Instructor Garrett Grolemund not only teaches you how to program, but also shows you how to get more from R than just visualizing and modeling data. You’ll gain ...

Something strange has been happening. All over the world, people are angry and rejecting the establishment like never before. Britain votes Brexit. Trump promises walls in America. Corbyn promises a new socialism in the UK. Tsipras in Greece. Podemos in Spain. Marine Le Pen in France. Norbert Hofer in Austria. The list goes on. Why has the mainstream lost support? Why are the outsiders flourishing on far left and far right? Do they have the answers to our problems? In this landmark book, p...

This book is available as open access through the Bloomsbury Open Access programme and is available on www.bloomsburycollections.com.Guy Standing's immensely influential 2011 book introduced the Precariat as an emerging mass class, characterized by inequality and insecurity. Standing outlined the increasingly global nature of the Precariat as a social phenomenon, especially in the light of the social unrest characterized by the Occupy movements. He outlined the pol...

This highly anticipated second edition features new chapters and sections, 225 new references, and comprehensive R software. In keeping with the previous edition, this book is about the art and science of data analysis and predictive modelling, which entails choosing and using multiple tools. Instead of presenting isolated techniques, this text emphasises problem solving strategies that address the many issues arising when developing multi-variable models using real data and not standard t...

Monte Carlo statistical methods, particularly those based on Markov chains, are now an essential component of the standard set of techniques used by statisticians. This new edition has been revised towards a coherent and flowing coverage of these simulation techniques, with incorporation of the most recent developments in the field. In particular, the introductory coverage of random variable generation has been totally revised, with many concepts being unified through a fundamental theorem...

The story of the growing resistance of Mexican communities to the poverty that forces people to migrate to the United StatesPeople across Mexico are being forced into migration, and while 11 percent of that country’s population lives north of the US border, the decision to migrate is rarely voluntary. Free trade agreements and economic policies that exacerbate and reinforce extreme wealth disparities make it impossible for Mexicans to make a living at home. And yet...

In The Chicken Trail, Kathleen C. Schwartzman examines the impact of globalization—and of NAFTA in particular—on the North American poultry industry, focusing on the displacement of African American workers in the southeast United States and workers in Mexico. Schwartzman documents how the transformation of U.S. poultry production in the 1980s increased its export capacity and changed the nature and consequences of labor conflict. She documents how globalization—and NAFTA ...