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Author: Deborah Nolan
Publisher: Springer Science & Business Media
ISBN: 0387227431
Category : Mathematics
Languages : en
Pages : 292
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Book Description
Integrating the theory and practice of statistics through a series of case studies, each lab introduces a problem, provides some scientific background, suggests investigations for the data, and provides a summary of the theory used in each case. Aimed at upper-division students.
Author: Deborah Nolan
Publisher: Springer Science & Business Media
ISBN: 0387227431
Category : Mathematics
Languages : en
Pages : 292
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Book Description
Integrating the theory and practice of statistics through a series of case studies, each lab introduces a problem, provides some scientific background, suggests investigations for the data, and provides a summary of the theory used in each case. Aimed at upper-division students.
Author: Gareth James
Publisher: Springer Nature
ISBN: 3031387473
Category : Mathematics
Languages : en
Pages : 617
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Book Description
An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance, marketing, and astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, deep learning, survival analysis, multiple testing, and more. Color graphics and real-world examples are used to illustrate the methods presented. This book is targeted at statisticians and non-statisticians alike, who wish to use cutting-edge statistical learning techniques to analyze their data. Four of the authors co-wrote An Introduction to Statistical Learning, With Applications in R (ISLR), which has become a mainstay of undergraduate and graduate classrooms worldwide, as well as an important reference book for data scientists. One of the keys to its success was that each chapter contains a tutorial on implementing the analyses and methods presented in the R scientific computing environment. However, in recent years Python has become a popular language for data science, and there has been increasing demand for a Python-based alternative to ISLR. Hence, this book (ISLP) covers the same materials as ISLR but with labs implemented in Python. These labs will be useful both for Python novices, as well as experienced users.
Author: O. Olawale Awe
Publisher: CRC Press
ISBN: 1000594416
Category : Mathematics
Languages : en
Pages : 741
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Book Description
"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: O. Olawale Awe
Publisher: Springer Nature
ISBN: 3031413520
Category : Computers
Languages : en
Pages : 433
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Book Description
This volume gathers papers presented at the LISA 2020 Sustainability Symposium in Kumasi, Ghana, May 2–6, 2022. They focus on sustainable methods and practices of using statistics and data science to address real-world problems. From utilizing social media for statistical collaboration to predicting obesity among rural women, and from analyzing inflation in Nigeria using machine learning to teaching data science in Africa, this book explores the intersection of data, statistics, and sustainability. With practical applications, code snippets, and case studies, this book offers valuable insights for researchers, policymakers, and data enthusiasts alike. The LISA 2020 Global Network aims to enhance statistical and data science capability in developing countries through the creation of a network of collaboration laboratories (also known as “stat labs”). These stat labs are intended to serve as engines for development by training the next generation of collaborative statisticians and data scientists, providing research infrastructure for researchers, data producers, and decision-makers, and enabling evidence-based decision-making that has a positive impact on society. The research conducted at LISA 2020 focuses on practical methods and applications for sustainable growth of statistical capacity in developing nations.
Author: David Diez
Publisher:
ISBN: 9781943450046
Category :
Languages : en
Pages :
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Book Description
The OpenIntro project was founded in 2009 to improve the quality and availability of education by producing exceptional books and teaching tools that are free to use and easy to modify. We feature real data whenever possible, and files for the entire textbook are freely available at openintro.org. Visit our website, openintro.org. We provide free videos, statistical software labs, lecture slides, course management tools, and many other helpful resources.
Author: Jack W. Plunbett
Publisher: Plunkett Research, Ltd.
ISBN: 1593920792
Category : Business & Economics
Languages : en
Pages : 734
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Book Description
Contains information to understand the trends, technologies, finances, and leading companies of a specific industry.
Author: David M. Lane
Publisher: Atomic Dog Pub Incorporated
ISBN: 9781931442107
Category : Mathematics
Languages : en
Pages : 236
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Book Description
This text covers the analysis and interpretation of data emphasizing statistical methods used most frequently in psychological, educational, and medical research. The focus is on the application of statistical methods including computer methods of data analysis rather than on the mathematical bases of the methods.
Author: James E. Szalados
Publisher: Springer Nature
ISBN: 3030685705
Category : Medical
Languages : en
Pages : 694
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Book Description
The Medical-Legal Aspects of Acute Care Medicine: A Resource for Clinicians, Administrators, and Risk Managers is a comprehensive resource intended to provide a state-of-the-art overview of complex ethical, regulatory, and legal issues of importance to clinical healthcare professionals in the area of acute care medicine; including, for example, physicians, advanced practice providers, nurses, pharmacists, social workers, and care managers. In addition, this book also covers key legal and regulatory issues relevant to non-clinicians, such as hospital and practice administrators; department heads, educators, and risk managers. This text reviews traditional and emerging areas of ethical and legal controversies in healthcare such as resuscitation; mass-casualty event response and triage; patient autonomy and shared decision-making; medical research and teaching; ethical and legal issues in the care of the mental health patient; and, medical record documentation and confidentiality. Furthermore, this volume includes chapters dedicated to critically important topics, such as team leadership, the team model of clinical care, drug and device regulation, professional negligence, clinical education, the law of corporations, tele-medicine and e-health, medical errors and the culture of safety, regulatory compliance, the regulation of clinical laboratories, the law of insurance, and a practical overview of claims management and billing. Authored by experts in the field, The Medical-Legal Aspects of Acute Care Medicine: A Resource for Clinicians, Administrators, and Risk Managers is a valuable resource for all clinical and non-clinical healthcare professionals.
Author: Arnold Thackray
Publisher: Chemical Heritage Foundation
ISBN: 9780941901239
Category : Biography & Autobiography
Languages : en
Pages : 404
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Book Description
Arnold O. Beckman was a legend in his time: the blacksmith's son who grew up to play a pivotal role in the instrumentation revolution that dramatically changed science, technology, and society. From his rural boyhood world of farming and woodworking, through his service in the U.S. Marines and his appointment to the Caltech faculty, to his path-breaking creation of the pH meter, the DU spectrophotometer, and the establishment of the Beckman Instruments company, this work portrays an individual whose ingenuity and integrity made him a scientific leader and industrial pioneer. It also discusses his role in California and national politics, and his career as a major philanthropist. Arnold Beckman's story is inseparable from that of the 20th century--a very inspiring read. Included with this biography is a video portrait of Arnold Beckman, in CD-ROM format for both PC and Mac. You will see and hear Dr. Beckman talk about his early life, his marriage to Mabel, and his philosophies of inventing, education, and philanthropy. The CD-ROM was produced by Jeffrey I. Seeman.
Author: Debi Stephens-Lesser
Publisher: Jones & Bartlett Learning
ISBN: 0763744891
Category : Medical
Languages : en
Pages : 417
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Book Description
This policy and procedure book is a valuable resource for new or existing cardiac surgery programs. It provides support for each procedure in the cardiac surgery environment to include standards of practice, risk management, staffing competencies, and quality indicators to optimize care of the cardiovascular surgery patient. The policy manual is based upon AORN standards and meets JCAHO standards for the operating room environment.
