Statistics II for Dummies

Strategy is about identifying why your business matters, not just analysing the competition. Cynthia Montgomery reveals how leaders can embrace the crucial role of The Strategist to really define and drive the objectives and advantages to power their companies forward. Based on her legendary strategy course, one of the most oversubscribed executive courses at Harvard Business School, Cynthia Montgomery offers a radically new perspective on a leader’s most vial role. Montgomery’s course teaches seasoned executives, owners and CEOs a totally new way to understand how to lead with vision and values, a way that fuses leadership with strategy. She shows that strategy is not just a tool for outwitting the competition – it is the most powerful means a leader has for shaping a firm itself. Montgomery takes the readers through the paces of her world-renowned course, teaching them how to develop the skills and sensibilities that living strategy and real leadership demand. No other book marries strategy and leadership in the same way – a way readers will find challenging, intriguing, and ultimately, inspiring.

This book helps advance process safety in a key area of interest. Currently, no literature exists which is solely dedicated to process safety for the bioprocessing industry. There are texts, guidelines, and standards on biosafety at the laboratory level and for industrial hygiene, but no guidelines for large-scale production facilities. In fact, biosafety is largely defined as a field that promotes safe laboratory practices, procedures and use of containment equipment and facilities. Additionally, biomedical engineers, biologists, or other professionals without chemical engineering training or knowledge of inherently safe design are designing many of these facilities.

Stochastic processes are widely used for model building in the social, physical, engineering and life sciences as well as in financial economics. In model building, statistical inference for stochastic processes is of great importance from both a theoretical and an applications point of view. This book deals with Fractional Diffusion Processes and statistical inference for such stochastic processes. The main focus of the book is to consider parametric and nonparametric inference problems for fractional diffusion processes when a complete path of the process over a finite interval is observable. Key features: Introduces self-similar processes, fractional Brownian motion and stochastic integration with respect to fractional Brownian motion. Provides a comprehensive review of statistical inference for processes driven by fractional Brownian motion for modelling long range dependence. Presents a study of parametric and nonparametric inference problems for the fractional diffusion process. Discusses the fractional Brownian sheet and infinite dimensional fractional Brownian motion. Includes recent results and developments in the area of statistical inference of fractional diffusion processes. Researchers and students working on the statistics of fractional diffusion processes and applied mathematicians and statisticians involved in stochastic process modelling will benefit from this book.

Explore different perspectives and approaches to create more effective visualizations #MakeoverMonday offers inspiration and a giant dose of perspective for those who communicate data. Originally a small project in the data visualization community, #MakeoverMonday features a weekly chart or graph and a dataset that community members reimagine in order to make it more effective. The results have been astounding; hundreds of people have contributed thousands of makeovers, perfectly illustrating the highly variable nature of data visualization. Different takes on the same data showed a wide variation of theme, focus, content, and design, with side-by-side comparisons throwing more- and less-effective techniques into sharp relief. This book is an extension of that project, featuring a variety of makeovers that showcase various approaches to data communication and a focus on the analytical, design and storytelling skills that have been developed through #MakeoverMonday. Paging through the makeovers ignites immediate inspiration for your own work, provides insight into different perspectives, and highlights the techniques that truly make an impact. Explore the many approaches to visual data communication Think beyond the data and consider audience, stakeholders, and message Design your graphs to be intuitive and more communicative Assess the impact of layout, color, font, chart type, and other design choices Creating visual representation of complex datasets is tricky. There’s the mandate to include all relevant data in a clean, readable format that best illustrates what the data is saying—but there is also the designer’s impetus to showcase a command of the complexity and create multidimensional visualizations that “look cool.” #MakeoverMonday shows you the many ways to walk the line between simple reporting and design artistry to create exactly the visualization the situation requires.

Digital Rebirth transcends digital transformation. It involves a revolutionary reinventing of the purpose, nature and processes of a company, with accompanying digital business and technological platforms. This book presents a clear framework for practical digital rebirth of companies, contrasting it to prevalent «digital transformation» approaches. Aimed at large and medium-sized companies, as well as their subcontractors and service providers, but also at budding entrepreneurs, it should be read and used by company boards, executives, managers, startup leaders and business consultants.. – In every section of the book you will find proven concepts of Digital Rebirth, digital reinvention, collaborative digital practices, combinatorial technologies, digital platforms, digital ecosystems and pointers how to move from obsolete mindsets and left-over baggage to reinvented digitalization minds and processes. – It shows clearly how some major companies have digitally rebirthed themselves – or are in the process of it – to be or to become a leading player in the digital economy. – Company (and industry) illustrations are accompanied by descriptions of Digital Rebirth approaches, methodologies and practical tools. – The book's content is ideal for use in company workshops and executive sessions, as well as business leadership mindset sessions, and has been validated in such activities by the authors, including boards of highly renowned companies on all continents. – At the end of the book, the unique approach of Digital Rebirth is condensed into a framework of five digital drivers, to assist in the right activities for purposeful and successful company rebirth. The concept of Digital Rebirth shows clearly that, in the light of recent developments like Internet of Things, Artificial Intelligence, Industry 4.0 and Cloud-based Services, well-established traditional industry and competitive models are not any longer satisfactory to understanding and dealing with digital realities.