Building Your Career As A Statistician

Author : Craig Mallinckrodt
Publisher : CRC Press
Page : 208 pages
File Size : 43,6 Mb
Release : 2023-08-01
Category : Mathematics
ISBN : 9781000918625

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Building Your Career as a Statistician by Craig Mallinckrodt Pdf

This book is intended for anyone who is considering a career in statistics or a related field, or those at any point in their career with sufficient work time remaining such that investing in additional learning could be beneficial. As such, the book would be suitable for anyone pursing an MS or PhD in statistics or those already working in statistics. The book focuses on the non-statistical aspects of being a statistician that are crucial for success. These factors include 1) productivity and prioritization, 2) innovation and creativity, 3) communication, 4) critical thinking and decisions under uncertainty, 5) influence and leadership, 6) working relationships, and 7) career planning and continued learning. Each of these chapters includes sections on foundational principles and a section on putting those principles into practice. Connections between these individual skills are emphasized such that the reader can appreciate how the skills build upon each other leading to a whole that is greater than the sum of its parts. By including the individual perspectives from other experts on the fundamental principles and their application, readers will have a well-rounded view on how to build upon and fully leverage their technical skills in statistics. The primary audience for the book is large and diverse. It will be useful for self-study by virtually any statistician, but could also be used as a text in a graduate program that includes a course on careers and career development. Key Features: Takes principles proven to be useful in other settings and applies them to statisticians and statistical settings. Focused Concise Accessible to all levels, from grad students to mid-later career statisticians.

Author : Gerald J. Hahn,Necip Doganaksoy
Publisher : John Wiley & Sons
Page : 358 pages
File Size : 40,6 Mb
Release : 2012-08-29
Category : Mathematics
ISBN : 9781118490136

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A Career in Statistics by Gerald J. Hahn,Necip Doganaksoy Pdf

A valuable guide to a successful career as a statistician A Career in Statistics: Beyond the Numbers prepares readers for careers in statistics by emphasizing essential concepts and practices beyond the technical tools provided in standard courses and texts. This insider's guide from internationally recognized applied statisticians helps readers decide whether a career in statistics is right for them, provides hands-on guidance on how to prepare for such a career, and shows how to succeed on the job. The book provides non-technical guidance for a successful career. The authors' extensive industrial experience is supplemented by insights from contributing authors from government and academia, Carol Joyce Blumberg, Leonard M. Gaines, Lynne B. Hare, William Q. Meeker, and Josef Schmee. Following an introductory chapter that provides an overview of the field, the authors discuss the various dimensions of a career in applied statistics in three succinct parts: The Work of a Statistician describes the day-to-day activities of applied statisticians in business and industry, official government, and various other application areas, highlighting the work environment and major on-the-job challenges Preparing for a Successful Career in Statistics describes the personal traits that characterize successful statisticians, the education that they need to acquire, and approaches for securing the right job Building a Successful Career as a Statistician offers practical guidance for addressing key challenges that statisticians face on the job, such as project initiation and execution, effective communication, publicizing successes, ethical considerations, and gathering good data; alternative career paths are also described The book concludes with an in-depth examination of careers for statisticians in academia as well as tips to help them stay on top of their field throughout their careers. Each chapter includes thought-provoking discussion questions and a Major Takeaways section that outlines key concepts. Real-world examples illustrate key points, and an FTP site provides additional information on selected topics. A Career in Statistics is an invaluable guide for individuals who are considering or have decided on a career in statistics as well as for statisticians already on the job who want to accelerate their path to success. It also serves as a suitable book for courses on statistical consulting, statistical practice, and statistics in the workplace at the undergraduate and graduate levels.

Author : Kevin P. Murphy
Publisher : MIT Press
Page : 1102 pages
File Size : 52,8 Mb
Release : 2012-08-24
Category : Computers
ISBN : 9780262018029

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Machine Learning by Kevin P. Murphy Pdf

A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach. Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach. The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package—PMTK (probabilistic modeling toolkit)—that is freely available online. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students.

Author : Cassandra Hayes
Publisher : John Wiley & Sons
Page : 269 pages
File Size : 46,8 Mb
Release : 2002-07-17
Category : Business & Economics
ISBN : 9780471211907

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Black Enterprise Guide to Building Your Career by Cassandra Hayes Pdf

The African American's 411 on choosing, landing, and bulletproofing your career Do you long for a satisfying career but just don't know how to make the transition? Have you recently earned your degree, only to ask yourself, "What now?" Are your skills so narrowly defined that you'll be an easy target for downsizing? Whether you're just starting out or starting over, make yourself indispensable in today's workforce with the Black Enterprise Guide to Building Your Career. With the help of questionnaires, aptitude summaries, and sidebar profiles of successful African American professionals, you'll learn how to: * Decide which career path is right for you, including corporate and not-for-profit jobs and entrepreneurship opportunities * Tailor your resume to fit your goals * Negotiate the best salary and benefits * Network with other black professionals * Navigate career transitions * Prepare yourself with information before you go on the interview * Discover current Web sites for African Americans that offer career advice and employment information * And much more! Give your career the jump-start it needs with the essential tips and advice found in the Black Enterprise Guide to Building Your Career. Special Bonus To keep you abreast of the latest business and money management information, Black Enterprise is pleased to offer: * A free issue of Black Enterprise magazine * A free Wealth Building Kit (See inside coupons for details.)

Author : United States. Bureau of Labor Statistics
Publisher : Unknown
Page : 740 pages
File Size : 42,6 Mb
Release : 1957
Category : Employment forecasting
ISBN : IND:30000089076727

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Occupational Outlook Handbook by United States. Bureau of Labor Statistics Pdf

Author : Shelemyahu Zacks
Publisher : Springer Nature
Page : 217 pages
File Size : 48,8 Mb
Release : 2020-03-13
Category : Mathematics
ISBN : 9783030394349

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The Career of a Research Statistician by Shelemyahu Zacks Pdf

This monograph highlights the connection between the theoretical work done by research statisticians and the impact that work has on various industries. Drawing on decades of experience as an industry consultant, the author details how his contributions have had a lasting impact on the field of statistics as a whole. Aspiring statisticians and data scientists will be motivated to find practical applications for their knowledge, as they see how such work can yield breakthroughs in their field. Each chapter highlights a consulting position the author held that resulted in a significant contribution to statistical theory. Topics covered include tracking processes with change points, estimating common parameters, crossing fields with absorption points, military operations research, sampling surveys, stochastic visibility in random fields, reliability analysis, applied probability, and more. Notable advancements within each of these topics are presented by analyzing the problems facing various industries, and how solving those problems contributed to the development of the field. The Career of a Research Statistician is ideal for researchers, graduate students, or industry professionals working in statistics. It will be particularly useful for up-and-coming statisticians interested in the promising connection between academia and industry.

Author : Leon J. Gleser,Michael D. Perlman,S. James Press,Allan R. Sampson
Publisher : Springer Science & Business Media
Page : 512 pages
File Size : 50,9 Mb
Release : 2012-12-06
Category : Mathematics
ISBN : 9781461236788

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Contributions to Probability and Statistics by Leon J. Gleser,Michael D. Perlman,S. James Press,Allan R. Sampson Pdf

Published in honor of the sixty-fifth birthday of Professor Ingram Olkin of Stanford University. Part I contains a brief biography of Professor Olkin and an interview with him discussing his career and his research interests. Part II contains 32 technical papers written in Professor Olkin's honor by his collaborators, colleagues, and Ph.D. students. These original papers cover a wealth of topics in mathematical and applied statistics, including probability inequalities and characterizations, multivariate analysis and association, linear and nonlinear models, ranking and selection, experimental design, and approaches to statistical inference. The volume reflects the wide range of Professor Olkin's interests in and contributions to research in statistics, and provides an overview of new developments in these areas of research.

Author : O. Olawale Awe,Kim Love,Eric A. Vance
Publisher : CRC Press
Page : 741 pages
File Size : 42,8 Mb
Release : 2022-06-07
Category : Mathematics
ISBN : 9781000594416

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Promoting Statistical Practice and Collaboration in Developing Countries by O. Olawale Awe,Kim Love,Eric A. Vance Pdf

"Rarely, but just often enough to rebuild hope, something happens to confound my pessimism about the recent unprecedented happenings in the world. This book is the most recent instance, and I think that all its readers will join me in rejoicing at the good it seeks to do. It is an example of the kind of international comity and collaboration that we could and should undertake to solve various societal problems. This book is a beautiful example of the power of the possible. [It] provides a blueprint for how the LISA 2020 model can be replicated in other fields. Civil engineers, or accountants, or nurses, or any other profession could follow this outline to share expertise and build capacity and promote progress in other countries. It also contains some tutorials for statistical literacy across several fields. The details would change, of course, but ideas are durable, and the generalizations seem pretty straightforward. This book shows every other profession where and how to stand in order to move the world. I urge every researcher to get a copy!" —David Banks from the Foreword Promoting Statistical Practice and Collaboration in Developing Countries provides new insights into the current issues and opportunities in international statistics education, statistical consulting, and collaboration, particularly in developing countries around the world. The book addresses the topics discussed in individual chapters from the perspectives of the historical context, the present state, and future directions of statistical training and practice, so that readers may fully understand the challenges and opportunities in the field of statistics and data science, especially in developing countries. Features • Reference point on statistical practice in developing countries for researchers, scholars, students, and practitioners • Comprehensive source of state-of-the-art knowledge on creating statistical collaboration laboratories within the field of data science and statistics • Collection of innovative statistical teaching and learning techniques in developing countries Each chapter consists of independent case study contributions on a particular theme that are developed with a common structure and format. The common goal across the chapters is to enhance the exchange of diverse educational and action-oriented information among our intended audiences, which include practitioners, researchers, students, and statistics educators in developing countries.

Author : National Center for Health Statistics (U.S.)
Publisher : Unknown
Page : 28 pages
File Size : 42,6 Mb
Release : 1968
Category : Electronic
ISBN : SRLF:A0012434189

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A Career in Statistics with the National Center for Health Statistics by National Center for Health Statistics (U.S.) Pdf

Author : Andrew Gelman,Deborah Nolan
Publisher : OUP Oxford
Page : 353 pages
File Size : 55,6 Mb
Release : 2002-08-08
Category : Mathematics
ISBN : 9780191606991

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Teaching Statistics by Andrew Gelman,Deborah Nolan Pdf

Students in the sciences, economics, psychology, social sciences, and medicine take introductory statistics. Statistics is increasingly offered at the high school level as well. However, statistics can be notoriously difficult to teach as it is seen by many students as difficult and boring, if not irrelevant to their subject of choice. To help dispel these misconceptions, Gelman and Nolan have put together this fascinating and thought-provoking book. Based on years of teaching experience the book provides a wealth of demonstrations, examples and projects that involve active student participation. Part I of the book presents a large selection of activities for introductory statistics courses and combines chapters such as, 'First week of class', with exercises to break the ice and get students talking; then 'Descriptive statistics' , collecting and displaying data; then follows the traditional topics - linear regression, data collection, probability and inference. Part II gives tips on what does and what doesn't work in class: how to set up effective demonstrations and examples, how to encourage students to participate in class and work effectively in group projects. A sample course plan is provided. Part III presents material for more advanced courses on topics such as decision theory, Bayesian statistics and sampling.

Author : Amanda L. Golbeck,Ingram Olkin,Yulia R. Gel
Publisher : CRC Press
Page : 305 pages
File Size : 44,9 Mb
Release : 2015-07-13
Category : Mathematics
ISBN : 9781040073872

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Leadership and Women in Statistics by Amanda L. Golbeck,Ingram Olkin,Yulia R. Gel Pdf

Learn How to Infuse Leadership into Your Passion for Scientific Research Leadership and Women in Statistics explores the role of statisticians as leaders, with particular attention to women statisticians as leaders. By paying special attention to women's issues, this book provides a clear vision for the future of women as leaders in scientific and

Author : Andrew Sterrett
Publisher : Mathematical Association of America (MAA)
Page : 282 pages
File Size : 40,5 Mb
Release : 1996
Category : Business & Economics
ISBN : UOM:39015055738051

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101 Careers in Mathematics by Andrew Sterrett Pdf

The authors of the essays in this volume describe a wide variety of careers for which a background in the mathematical sciences is useful. Each of the jobs presented show real people in real jobs.

Author : Institute For Institute For Career Research
Publisher : Createspace Independent Publishing Platform
Page : 34 pages
File Size : 54,8 Mb
Release : 2018-07-08
Category : Electronic
ISBN : 1722767901

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Careers in Statistics by Institute For Institute For Career Research Pdf

STATISTICIANS USE MATHEMATICAL TECHNIQUES to collect and interpret information. The work is based on numbers, but unlike mathematicians who work on theoretical problems, statisticians use the numbers to solve real-life problems. Statisticians contribute to society in many ways. Some do serious work like finding ways to reduce hunger and disease, or studying the effects of global climate change on food supplies. Others help professional athletes up their game or help political candidates get elected. The biggest employer of statisticians is the federal government. Government statisticians work in just about every agency. For example, the Department of Labor has a large staff of statisticians studying things like employment rates, wage changes, growing and shrinking job sectors, and the demographic makeup of the workforce. The Department of Agriculture needs to know about crop conditions, livestock inventories, and how crops can be used for new products, and no mission at NASA proceeds without the thumbs up from their staff of statisticians. There is an obvious need for statisticians across all levels of government, but the demand is even greater outside the public sector. Statistical skills can be used to draw valuable insights from data in just about any industry. In fact, roughly 90 percent of America's industries use statistics in their daily operations. Since the advent of the computer, organizations of all kinds have been collecting and handling huge amounts of data. Computers can crunch the numbers, but statisticians are needed to analyze and interpret the data. They turn data into usable information that non-statisticians can understand and use to make good decisions. Statistics is the basis of one of the oldest professions in the world. Statistics were used to curb the spread of epidemics in the Middle Ages, and even ancient empires used them to track things like their populations, taxes, and important commodities like cattle. Yet the time has never been better to be a statistician. The career opportunities are so diverse, that statisticians can apply their knowledge to nearly any area they are passionate about. The demand for statisticians is at an all-time high. Employment for statisticians is growing fast, and so are their salaries. The median salary for those with less than three years of experience is $80,000, and that amount can double after being in the profession for at least nine years.

Author : Charles Wheelan
Publisher : W. W. Norton & Company
Page : 320 pages
File Size : 50,6 Mb
Release : 2013-01-07
Category : Mathematics
ISBN : 9780393089820

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Naked Statistics: Stripping the Dread from the Data by Charles Wheelan Pdf

A New York Times bestseller "Brilliant, funny…the best math teacher you never had." —San Francisco Chronicle Once considered tedious, the field of statistics is rapidly evolving into a discipline Hal Varian, chief economist at Google, has actually called "sexy." From batting averages and political polls to game shows and medical research, the real-world application of statistics continues to grow by leaps and bounds. How can we catch schools that cheat on standardized tests? How does Netflix know which movies you’ll like? What is causing the rising incidence of autism? As best-selling author Charles Wheelan shows us in Naked Statistics, the right data and a few well-chosen statistical tools can help us answer these questions and more. For those who slept through Stats 101, this book is a lifesaver. Wheelan strips away the arcane and technical details and focuses on the underlying intuition that drives statistical analysis. He clarifies key concepts such as inference, correlation, and regression analysis, reveals how biased or careless parties can manipulate or misrepresent data, and shows us how brilliant and creative researchers are exploiting the valuable data from natural experiments to tackle thorny questions. And in Wheelan’s trademark style, there’s not a dull page in sight. You’ll encounter clever Schlitz Beer marketers leveraging basic probability, an International Sausage Festival illuminating the tenets of the central limit theorem, and a head-scratching choice from the famous game show Let’s Make a Deal—and you’ll come away with insights each time. With the wit, accessibility, and sheer fun that turned Naked Economics into a bestseller, Wheelan defies the odds yet again by bringing another essential, formerly unglamorous discipline to life.

Author : Lawrence Solow,Brenda Fake
Publisher : CRC Press
Page : 271 pages
File Size : 48,7 Mb
Release : 2010-05-21
Category : Business & Economics
ISBN : 9781439885611

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What Works for GE May Not Work for You by Lawrence Solow,Brenda Fake Pdf

What Works for GE May Not Work for You: Using Human Systems Dynamics to Build a Culture of Process Improvement provides new tools for managing and sustaining process improvement in today‘s complex non-linear environments and helps readers apply new, relevant theory to their own management practices. With more than 50 combined years of change manage