The Book of Alternative Data

The Book of Alternative Data PDF Author: Alexander Denev
Publisher: John Wiley & Sons
ISBN: 1119601797
Category : Business & Economics
Languages : en
Pages : 416

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Book Description
The first and only book to systematically address methodologies and processes of leveraging non-traditional information sources in the context of investing and risk management Harnessing non-traditional data sources to generate alpha, analyze markets, and forecast risk is a subject of intense interest for financial professionals. A growing number of regularly-held conferences on alternative data are being established, complemented by an upsurge in new papers on the subject. Alternative data is starting to be steadily incorporated by conventional institutional investors and risk managers throughout the financial world. Methodologies to analyze and extract value from alternative data, guidance on how to source data and integrate data flows within existing systems is currently not treated in literature. Filling this significant gap in knowledge, The Book of Alternative Data is the first and only book to offer a coherent, systematic treatment of the subject. This groundbreaking volume provides readers with a roadmap for navigating the complexities of an array of alternative data sources, and delivers the appropriate techniques to analyze them. The authors—leading experts in financial modeling, machine learning, and quantitative research and analytics—employ a step-by-step approach to guide readers through the dense jungle of generated data. A first-of-its kind treatment of alternative data types, sources, and methodologies, this innovative book: Provides an integrated modeling approach to extract value from multiple types of datasets Treats the processes needed to make alternative data signals operational Helps investors and risk managers rethink how they engage with alternative datasets Features practical use case studies in many different financial markets and real-world techniques Describes how to avoid potential pitfalls and missteps in starting the alternative data journey Explains how to integrate information from different datasets to maximize informational value The Book of Alternative Data is an indispensable resource for anyone wishing to analyze or monetize different non-traditional datasets, including Chief Investment Officers, Chief Risk Officers, risk professionals, investment professionals, traders, economists, and machine learning developers and users.

The Book of Alternative Data

The Book of Alternative Data PDF Author: Alexander Denev
Publisher: John Wiley & Sons
ISBN: 1119601797
Category : Business & Economics
Languages : en
Pages : 416

Get Book Here

Book Description
The first and only book to systematically address methodologies and processes of leveraging non-traditional information sources in the context of investing and risk management Harnessing non-traditional data sources to generate alpha, analyze markets, and forecast risk is a subject of intense interest for financial professionals. A growing number of regularly-held conferences on alternative data are being established, complemented by an upsurge in new papers on the subject. Alternative data is starting to be steadily incorporated by conventional institutional investors and risk managers throughout the financial world. Methodologies to analyze and extract value from alternative data, guidance on how to source data and integrate data flows within existing systems is currently not treated in literature. Filling this significant gap in knowledge, The Book of Alternative Data is the first and only book to offer a coherent, systematic treatment of the subject. This groundbreaking volume provides readers with a roadmap for navigating the complexities of an array of alternative data sources, and delivers the appropriate techniques to analyze them. The authors—leading experts in financial modeling, machine learning, and quantitative research and analytics—employ a step-by-step approach to guide readers through the dense jungle of generated data. A first-of-its kind treatment of alternative data types, sources, and methodologies, this innovative book: Provides an integrated modeling approach to extract value from multiple types of datasets Treats the processes needed to make alternative data signals operational Helps investors and risk managers rethink how they engage with alternative datasets Features practical use case studies in many different financial markets and real-world techniques Describes how to avoid potential pitfalls and missteps in starting the alternative data journey Explains how to integrate information from different datasets to maximize informational value The Book of Alternative Data is an indispensable resource for anyone wishing to analyze or monetize different non-traditional datasets, including Chief Investment Officers, Chief Risk Officers, risk professionals, investment professionals, traders, economists, and machine learning developers and users.

Complete Guide to Human Resources and the Law, 2020 Edition

Complete Guide to Human Resources and the Law, 2020 Edition PDF Author: Shilling
Publisher: Wolters Kluwer
ISBN: 1543811140
Category : Business & Economics
Languages : en
Pages : 1878

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Book Description
The Complete Guide to Human Resources and the Law will help you navigate complex and potentially costly Human Resources issues. You'll know what to do (and what not to do) to avoid costly mistakes or oversights, confront HR problems - legally and effectively - and understand the rules. The Complete Guide to Human Resources and the Law offers fast, dependable, plain English legal guidance for HR-related situations from ADA accommodation, diversity training, and privacy issues to hiring and termination, employee benefit plans, compensation, and recordkeeping. It brings you the most up-to-date information as well as practical tips and checklists in a well-organized, easy-to-use resource. Previous Edition: Complete Guide to Human Resources and the Law, 2018 Edition ISBN 9781454899945

Alternative Medicine

Alternative Medicine PDF Author: Edzard Ernst
Publisher: Springer
ISBN: 3030126013
Category : Medical
Languages : en
Pages : 319

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Book Description
Alternative medicine (AM) is hugely popular; about 40% of the US general population have used at least one type of alternative treatment in the past year, and in Germany this figure is around 70%. The money spent on AM is considerable: the global market is expected to reach nearly US $ 200 billion by 2025, with most of these funds coming directly out of consumers’ pockets. The reasons for this popularity are complex, but misinformation is certainly a prominent factor. The media seem to have an insatiable appetite for the subject and often report uncritically on it. Misinformation about AM on the Internet (currently about 50 million websites are focused on AM) is much more the rule than the exception. Consumers are thus being bombarded with misinformation on AM, and they are ill-protected from such misinformation and therefore prone to making wrong, unwise or dangerous therapeutic decisions, endangering their health and wasting their money. This book is a reference text aimed at guiding consumers through the maze of AM. The concept of the book is straightforward. It has two main parts. The first, short section provides essential background on AM, explaining in simple terms what is (and what is not) good, reliable evidence, and addressing other relevant issues like, for instance, the placebo response, informed consent, integrative medicine, etc. The second and main part consists of 150 short chapters, topically grouped and each dedicated to one single alternative therapeutic or diagnostic method. In each of them, seven critical points are raised. These points relate to issues that are important for consumers’ decisions whether it is worth trying the method in question. Restricting the discussion to just seven points means that issues must be prioritized to those themes which are most relevant in the context of each given modality.

Risk Assessment for Environmental Health

Risk Assessment for Environmental Health PDF Author: Mark G. Robson
Publisher: CRC Press
ISBN: 1000816095
Category : Medical
Languages : en
Pages : 400

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Book Description
Understanding risk to humans is one of the most important problems in environmental public health. Risk assessment is constantly changing with the advent of new exposure assessment tools, more sophisticated models, and a better understanding of disease processes. Risk assessment is also gaining greater acceptance in the developing world where major environmental problems exist. Developed in partnership with the Association of Schools of Public Health, this comprehensive text offers a thorough survey of risk assessment, management, and communications as these practices apply to public health. Key Features: Provides a practical overview of environmental risk assessment and its application by discussing the process and providing case studies and examples Focuses on tools and approaches used for humans in an environment involving potential chemical hazards Fully updated, the first part introduces the underlying principles and techniques of the field, and the second examines case studies in terms of different risk assessment scenarios Risk assessment is a core requirement for the MPH degree in environmental health Useful “stories” suitable for case studies

Communication Alternatives in Autism

Communication Alternatives in Autism PDF Author: Edlyn Vallejo Peña
Publisher: McFarland
ISBN: 147667891X
Category : Social Science
Languages : en
Pages : 216

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Book Description
Ten autistic self-advocates share their experiences with alternative forms of communication such as rapid prompting method (RPM) and facilitated communication (FC), both highly controversial. Their narratives document the complexities that autistic individuals navigate--in both educational and community settings--when choosing to use approaches that utilize letter boards and keyboards. While the controversies remain--RPM requires further scientific study, and FC is subject to criticism about confirmation bias--these individuals share powerful stories in the context of aiming for disability rights. The book concludes with a chapter about best practices for educators, particularly for schools and colleges that have students who use these communication methods.

A Practical Guide for Policy Analysis

A Practical Guide for Policy Analysis PDF Author: Eugene Bardach
Publisher: CQ Press
ISBN: 1483359476
Category : Political Science
Languages : en
Pages : 203

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Book Description
In the Fifth Edition of A Practical Guide for Policy Analysis: The Eightfold Path to More Effective Problem Solving, Eugene Bardach and new co-author Eric Patashnik draw on more than 40 years of experience teaching students to be effective, accurate, and persuasive policy analysts. This bestselling handbook presents dozens of concrete tips, interesting case studies, and step-by-step strategies that are easily applicable for the budding analyst as well as the seasoned professional. In this new edition, Bardach and Patashnik update many examples to reflect the shifting landscape of policy issues. A new section with advice on how to undertake policy design in addition to making policy choices makes the book even more engaging. Readers will also appreciate a sample document of real world policy analysis, suggestions for developing creative, "out-of-the-box" solutions, and tips for working with clients.

Complete Guide to Human Resources and the Law, 2023 Edition (IL)

Complete Guide to Human Resources and the Law, 2023 Edition (IL) PDF Author: Shilling
Publisher: Wolters Kluwer Law & Business
ISBN: 1543855415
Category : Labor laws and legislation
Languages : en
Pages : 1888

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Book Description


Applied Missing Data Analysis

Applied Missing Data Analysis PDF Author: Craig K. Enders
Publisher: Guilford Press
ISBN: 1606236393
Category : Psychology
Languages : en
Pages : 401

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Book Description
Walking readers step by step through complex concepts, this book translates missing data techniques into something that applied researchers and graduate students can understand and utilize in their own research. Enders explains the rationale and procedural details for maximum likelihood estimation, Bayesian estimation, multiple imputation, and models for handling missing not at random (MNAR) data. Easy-to-follow examples and small simulated data sets illustrate the techniques and clarify the underlying principles. The companion website includes data files and syntax for the examples in the book as well as up-to-date information on software. The book is accessible to substantive researchers while providing a level of detail that will satisfy quantitative specialists. This book will appeal to researchers and graduate students in psychology, education, management, family studies, public health, sociology, and political science. It will also serve as a supplemental text for doctoral-level courses or seminars in advanced quantitative methods, survey analysis, longitudinal data analysis, and multilevel modeling, and as a primary text for doctoral-level courses or seminars in missing data.

East-west Corridor Alternatives Analysis/draft Environmental Statement, Milwaukee, Wisconsin

East-west Corridor Alternatives Analysis/draft Environmental Statement, Milwaukee, Wisconsin PDF Author:
Publisher:
ISBN:
Category : Local transit
Languages : en
Pages : 50

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Book Description


Complementary and Alternative Medicine in the United States

Complementary and Alternative Medicine in the United States PDF Author: Institute of Medicine
Publisher: National Academies Press
ISBN: 0309133424
Category : Medical
Languages : en
Pages : 360

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Book Description
Integration of complementary and alternative medicine therapies (CAM) with conventional medicine is occurring in hospitals and physicians offices, health maintenance organizations (HMOs) are covering CAM therapies, insurance coverage for CAM is increasing, and integrative medicine centers and clinics are being established, many with close ties to medical schools and teaching hospitals. In determining what care to provide, the goal should be comprehensive care that uses the best scientific evidence available regarding benefits and harm, encourages a focus on healing, recognizes the importance of compassion and caring, emphasizes the centrality of relationship-based care, encourages patients to share in decision making about therapeutic options, and promotes choices in care that can include complementary therapies where appropriate. Numerous approaches to delivering integrative medicine have evolved. Complementary and Alternative Medicine in the United States identifies an urgent need for health systems research that focuses on identifying the elements of these models, the outcomes of care delivered in these models, and whether these models are cost-effective when compared to conventional practice settings. It outlines areas of research in convention and CAM therapies, ways of integrating these therapies, development of curriculum that provides further education to health professionals, and an amendment of the Dietary Supplement Health and Education Act to improve quality, accurate labeling, research into use of supplements, incentives for privately funded research into their efficacy, and consumer protection against all potential hazards.