This textbook presents the essential tools and core concepts of data science to public officials, policy analysts, and economists among others in order to further their application in the public sector. An expansion of the quantitative economics frameworks presented in policy and business schools, this book emphasizes the process of asking relevant questions to inform public policy. Its techniques and approaches emphasize data-driven practices, beginning with the basic programming paradigm...

Polyploidy plays an important role in biological diversity, trait improvement, and plant species survival. Understanding the evolutionary phenomenon of polyploidy is a key challenge for plant and crop scientists. This book is made up of contributions from leading researchers in the field from around the world, providing a truly global review of the subject. Providing broad-ranging coverage, and up-to-date information from some of the world’s leading researchers, this book is an invaluable ...

In the first decade of the twenty-first century, the biggest event of worldwide proportion was the 2008 global financial crisis, which was caused primarily by ineffective governance, failed surveillance systems and implementation flaws. While fiscal and monetary policies succeeded in pulling many countries out of a financial freefall, most economies have performed beneath pre-recession levels as governments continued to struggle with their finances.Examining the financial crisis fr...

In the first decade of the twenty-first century, the biggest event of worldwide proportion was the 2008 global financial crisis, which was caused primarily by ineffective governance, failed surveillance systems, and implementation flaws. While fiscal and monetary policies succeeded in pulling many countries out of a financial freefall, most economies have performed beneath pre-recession levels as governments continued to struggle with their finances.Examining the financial crisis f...

In the first decade of the twenty-first century, the biggest event of worldwide proportion was the 2008 global financial crisis, which was caused primarily by ineffective governance, failed surveillance systems, and implementation flaws. While fiscal and monetary policies succeeded in pulling many countries out of a financial freefall, most economies have performed beneath pre-recession levels as governments continued to struggle with their finances.Examining the financial crisis f...

In the first decade of the twenty-first century, the biggest event of worldwide proportion was the 2008 global financial crisis, which was caused primarily by ineffective governance, failed surveillance systems, and implementation flaws. While fiscal and monetary policies succeeded in pulling many countries out of a financial freefall, most economies have performed beneath pre-recession levels as governments continued to struggle with their finances.Examining the financial crisis f...

A poignant memoir of life under Communism by one of China's established women writers. Not only did her heroic intellectualism suffer under the restrictions of a repressive regime, but both her passionate devotion to women's rights and her fervent adherence to the precepts of Marxism were tested under often heartbreaking conditions.

Natural Behavior, Volume 66 highlights new advances in the field, with this new volume presenting interesting chapters written by an international board of authors.There is a long history of studying natural behavior in science. In 1872, Charles Darwin documented his observations on the development of his children in words, which was published in an article titled "A Biographical Sketch of an Infant." Traditionally, observational studies like this had been viewed as insightful but also cri...

This volume is a report by leading international economic experts on China's economic priorities in the coming years. From various aspects of the domestic and foreign situation, China has now reached a critical juncture in its economic development. Unless China is able to overcome the difficulties in undertaking further reforms in the next ten years, China would be caught in the middle-income trap and be unable to become a modern country. The future course of China's economic development i...

This book aims to compile typical fundamental-to-advanced statistical methods to be used for health data sciences. Although the book promotes applications to health and health-related data, the models in the book can be used to analyze any kind of data. The data are analyzed with the commonly used statistical software of R/SAS (with online supplementary on SPSS/Stata). The data and computing programs will be available to facilitate readers’ learning experience. There has been considerable ...

This book elaborates on the distinction between societal innovation and social innovation. It provides eight case studies to illustrate the scope, process, outcome, and impact of societal innovation and social innovation. In addition, the book proposes a model for interested parties to maximize their contribution for the common social good in a systematic and effective way. Case studies are used to illustrate concepts for readers to grasp the real essence of the relatively abstract notions...

In the first decade of the twenty-first century, the biggest event of worldwide proportion was the 2008 global financial crisis, which was caused primarily by ineffective governance, failed surveillance systems, and implementation flaws. While fiscal and monetary policies succeeded in pulling many countries out of a financial freefall, most economies have performed beneath pre-recession levels as governments continued to struggle with their finances.Examining the financial crisis f...