Performance management in the 21st century

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Jörg Drechsler

The aim of this book is to give the reader a detailed introduction to the different approaches to generating multiply imputed synthetic datasets. It describes all approaches that have been developed so far, provides a brief history of synthetic datasets, and gives useful hints on how to deal with real data problems like nonresponse, skip patterns, or logical constraints. Each chapter is dedicated to one approach, first describing the general concept followed by a detailed application to a real dataset providing useful guidelines on how to implement the theory in practice. The discussed multiple imputation approaches include imputation for nonresponse, generating fully synthetic datasets, generating partially synthetic datasets, generating synthetic datasets when the original data is subject to nonresponse, and a two-stage imputation approach that helps to better address the omnipresent trade-off between analytical validity and the risk of disclosure. The book concludes with a glimpse into the future of synthetic datasets, discussing the potential benefits and possible obstacles of the approach and ways to address the concerns of data users and their understandable discomfort with using data that doesn’t consist only of the originally collected values. The book is intended for researchers and practitioners alike. It helps the researcher to find the state of the art in synthetic data summarized in one book with full reference to all relevant papers on the topic. But it is also useful for the practitioner at the statistical agency who is considering the synthetic data approach for data dissemination in the future and wants to get familiar with the topic.

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Allison Cerra, Kevin Easterwood, Jerry Power

"Based on the findings of an extensive research project that surveyed more than 5,500 enterprise employees and functional decision makers across the United States and China, Transforming Business: Big Data, Mobility and Globalization explores the influence of technology in the workplace and the implications to company culture, functional responsibilities and competitive advantage. This in-depth analysis illuminates emerging technological trends, the changing workforce, and the shifting face of business and industry while offering prescriptive guidance to leaders. This book: Addresses how new technology trends - including mobility, cloud, big data and collaboration - are fundamentally changing the way work is conducted and how company leadership can tap into these trends to affect positive cultural reform ; Examines how the introduction of new technologies and the emergence of new business models are shifting traditional organizational roles, including HR, marketing, finance, and IT ; Takes an in-depth look at how the next-generation of top talent, represented by college students at the top universities, view their future workplace environment and how technology can become a meaningful magnet for recruitment and retention ; Zeroes in on how the integration of technology into the workplace differs between the United States and China and the implications to the global marketplace. What emerges from this book is an evolved role for company leadership, one of significant strategic value as cultural stewards capable of generating sustainable advantage for their companies in the most competitive market witnessed in decades."--Publisher's website.

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Tim Sanders

Even the actions of a single person can help to change the world. How? Through simple acts of leadership and compassion. Open up this book, and discover the true stories of people whose actions have caused a chain reaction at work and in their communities. Among them:A manager who gives an employee some supportive praise, and as a result literally saves his life (page 231). A small group of bank tellers who spearhead a movement to raise millions of dollars for breast cancer, making it the biggest fundraiser in North America, and enhancing their company's reputation (page 213). A sales manager who gets a copy of a groundbreaking book that leads to a transformation of the company's operations. As a result, hundreds of millions of pounds of carpet waste avoid the landfill, and the company sparks a revolution in its industry (page 12).A "responsibility revolution" is shaking up corporate America. In this provocative and insightful book, bestselling author Tim Sanders reveals why companies must to go beyond making a profit and start making a difference.Every one of us, regardless of title or position, can inspire our companies to change the way they do business, helping them to become a positive force for enriching people, communities, and the environment. When this happens, not only do we help save the world, we help save our companies from becoming irrelevant. We also become part of what Sanders calls the Responsibility Revolution. Companies that don't participate in this revolution risk becoming obsolete. Today customers, employees, and investors are demanding that companies focus on their social responsibilities--not just their bottom lines. Sixty-five percent of American consumers say they would change to brands associated with a good cause if price and quality were equal; 66 percent of recent college graduates will not work for companies with poor social values. And more than sixty million people are willing to pay a premium for socially and environmentally responsible products. In SAVING THE WORLD AT WORK, Tim Sanders offers concrete suggestions on how all of us can help our companies join the Responsibility Revolution. Drawing on extensive interviews with hundreds of employees and CEOs, and illuminated by countless stories of people who are making a difference in the workplace and in the world, Sanders offers practical advice every individual and company can use to make the world a better place--now and in the future.

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Tushar S. Chande and Stanley Kroll

You watch the market challenge your position with every tick. But are your chosen technical indicators helping or hindering your performance? Do they cope responsively with the glut of fast-changing electronic data? Are they consistently generating the signals you need to make profitable, real-time life and death decisions? Do they dovetail into a trading system based on objective decision making and prudent risk control? Are your risk control strategies proactive, letting you manage your trades aggressively? If not, turn to The New Technical Trader for a new generation of robust indicators designed to provide a valuable edge in today's markets. . In this leading-edge guide, top analyst Tushar Chande and supertrader Stanley Kroll show you their latest, most promising methods of price analysis with the classic tactics and strategies of risk control and money management. The result is a personalized, winning trading system that adjusts automatically to market volatility, generates reliable entry and exit signals, shrewdly estimates risk on new and current positions, and promotes superior portfolio selection. Turn to The New Technical Trader to redefine the basic building blocks of a typical trading system: from moving averages, to momentum oscillators; from price patterns to profitability templates. Learn how to transform the components of popular, static technical indicators - relative strength index, momentum, stochastic oscillator, and more - into dynamic price oscillators that are nimbler than their static predecessors. Detailed tutorials and profuse illustrations from real-life commodity currency and stock market trading scenarios offer specific rules for testing these oscillators, so you can readily adapt them to your trading style. Discover how to: . Develop price forecasts for the next trading day and beyond. Master the essentials of regression analysis to quantify trend strength, detect early warning signs of potential trend changes, and promote a more objective, less emotional approach to trading. Switch to dynamic moving averages that adjust their effective length based on market momentum or volatility so you can set unique stops, develop trading bands for a breakout trading system, and pinpoint resistance or support. Improve identification of candlestick patterns. With Qstick, you can quantify both the internal momentum and shadows, and produce objective numbers to look at rather than a pattern to ponder. Exploit powerful new indicators for risk control. You'll find the hottest new indicators for: creating price-time templates to close out losers and cash out of fast rising winners, learning how to aggressively manage open trades using the maximum favorable excursion, performing what-if simulations with the projected price range to prepare for any market eventuality, and using volatility-based stops to get you in or take you out. In today's fiercely competitive futures and financial markets, your success depends on mastering fast-changing market information and using it to make swift, smart, strategic trading and investment decisions. Designed to help you handle the good days, and the bad, The New Technical Trader is the proactive, single source guide for playing the winning percentages and reaping bigger trading profits with minimum risk.