Ensuring that their work has a positive influence on society is a responsibility and a privilege for engineers, but also a considerable challenge. This book addresses the ways in which engineers meet this challenge, working from the assumption that for a project to be truly ethical both the undertaking itself and its implementation must be ethically sound. The contributors discuss varied to…
Taking the Lasso method as its starting point, this book describes the main ingredients needed to study general loss functions and sparsity-inducing regularizers. It also provides a semi-parametric approach to establishing confidence intervals and tests. Sparsity-inducing methods have proven to be very useful in the analysis of high-dimensional data. Examples include the Lasso and group Lasso m…
Many healthcare improvement approaches originated in manufacturing, where end users are framed as consumers. But in healthcare, greater recognition of the complexity of relationships between patients, staff, and services (beyond a provider-consumer exchange) is generating new insights and approaches to healthcare improvement informed directly by patient and staff experience.
Building upon the previous editions, this textbook is a first course in stochastic processes taken by undergraduate and graduate students (MS and PhD students from math, statistics, economics, computer science, engineering, and finance departments) who have had a course in probability theory. It covers Markov chains in discrete and continuous time, Poisson processes, renewal processes, martinga…
The famous 1962 precedent at the Restrictive Practices Court of the United Kingdom, “Books are different,” is still the reasoning behind many cultural policies around the world, building on long-standing assumptions surrounding “the book.”
Algorithms influence every facet of modern life: criminal justice, education, housing, entertainment, elections, social media, news feeds, work . . . the list goes on. Delegating important decisions to machines, however, gives rise to deep moral concerns about responsibility, transparency, freedom, fairness, and democracy.
The purpose of this text is to provide a reference for University level assembly language and systems programming courses. Specifically, this text addresses the x86-64 instruction set for the popular x86-64 class of processors using the Ubuntu 64-bit Operating System (OS). While the provided code and various examples should work under any Linux-based 64-bit OS, they have only been tested under …
This open access book is a step-by-step introduction on how shell scripting can help solve many of the data processing tasks that Health and Life specialists face everyday with minimal software dependencies. The examples presented in the book show how simple command line tools can be used and combined to retrieve data and text from web resources, to filter and mine literature, and to explore t…
This practical, concise guide discusses how to distinguish different types of tremor and make the diagnosis of essential tremor. Written in an easy-to-read format, this book summarises other conditions that may be confused with essential tremor and details all current treatment options for this condition, including medications, surgery and non-invasive alternatives. Examination techniques for …
There are a number of excellent, comprehensive, and in-depth texts on MIPS assembly language programming. This is not one of them.The purpose of this text is to provide a simple and free reference for university level programming and architecture units that include a brief section covering MIPS assembly language programming. The text assumes usage of the QtSpim simulator. An appendix is include…