Pooled Data for Financial Markets PDF Download

Author: Terry E. Dielman
Publisher:
ISBN:
Category : Stock price forecasting
Languages : en
Pages : 0

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Author: Tze Leung Lai
Publisher: Springer Science & Business Media
ISBN: 0387778276
Category : Business & Economics
Languages : en
Pages : 363

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Book Description
The idea of writing this bookarosein 2000when the ?rst author wasassigned to teach the required course STATS 240 (Statistical Methods in Finance) in the new M. S. program in ?nancial mathematics at Stanford, which is an interdisciplinary program that aims to provide a master’s-level education in applied mathematics, statistics, computing, ?nance, and economics. Students in the programhad di?erent backgroundsin statistics. Some had only taken a basic course in statistical inference, while others had taken a broad spectrum of M. S. - and Ph. D. -level statistics courses. On the other hand, all of them had already taken required core courses in investment theory and derivative pricing, and STATS 240 was supposed to link the theory and pricing formulas to real-world data and pricing or investment strategies. Besides students in theprogram,thecoursealso attractedmanystudentsfromother departments in the university, further increasing the heterogeneity of students, as many of them had a strong background in mathematical and statistical modeling from the mathematical, physical, and engineering sciences but no previous experience in ?nance. To address the diversity in background but common strong interest in the subject and in a potential career as a “quant” in the ?nancialindustry,thecoursematerialwascarefullychosennotonlytopresent basic statistical methods of importance to quantitative ?nance but also to summarize domain knowledge in ?nance and show how it can be combined with statistical modeling in ?nancial analysis and decision making. The course material evolved over the years, especially after the second author helped as the head TA during the years 2004 and 2005.

Author: Agostino Capponi
Publisher: Cambridge University Press
ISBN: 1009034030
Category : Mathematics
Languages : en
Pages : 743

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Book Description
Leveraging the research efforts of more than sixty experts in the area, this book reviews cutting-edge practices in machine learning for financial markets. Instead of seeing machine learning as a new field, the authors explore the connection between knowledge developed by quantitative finance over the past forty years and techniques generated by the current revolution driven by data sciences and artificial intelligence. The text is structured around three main areas: 'Interactions with investors and asset owners,' which covers robo-advisors and price formation; 'Risk intermediation,' which discusses derivative hedging, portfolio construction, and machine learning for dynamic optimization; and 'Connections with the real economy,' which explores nowcasting, alternative data, and ethics of algorithms. Accessible to a wide audience, this invaluable resource will allow practitioners to include machine learning driven techniques in their day-to-day quantitative practices, while students will build intuition and come to appreciate the technical tools and motivation for the theory.

Author: Hendrik S. Houthakker
Publisher: Oxford University Press
ISBN: 0199314993
Category : Business & Economics
Languages : en
Pages : 376

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Book Description
This book puts economics to work on the daily problems faced by investors, traders, speculators and brokers as they wrestle with increasingly complex financial markets. Drawing on data direct from the financial behavior of households, corporations, and governments, through to the prices of individual securities, the authors show how accessible but rigorous economics can help the players make sense of the hour-by-hour reality of the way financial markets move. Many of the twists and turns that might seem random at first sight are, they contend, rational and often predictable. But inefficiencies do exist, and the authors also demonstrate how these can become unique profit opportunities. By bringing together information on the daily workings of financial markets with the concepts and tools of economics, Houthakker and Williamson have provided a valuable resource for practitioners and students alike.

Author: National Civilian Community Corps (AmeriCorps)
Publisher:
ISBN:
Category : Social service
Languages : en
Pages : 2

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Author: R. Matousek
Publisher: Springer
ISBN: 0230302211
Category : Business & Economics
Languages : en
Pages : 299

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This book provides a deep insight into the market changes and policy challenges that transition economies have undergone in the last twenty years. It not only comments on and evaluates the development of financial markets in transition economies, but also highlights the key obstacles to full integration of financial markets into the EU market.

Author: Hak-Min Kim
Publisher: Routledge
ISBN: 0429816030
Category : Business & Economics
Languages : en
Pages : 278

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Book Description
First published in 1999, this volume investigates the causes and consequences of globalization of international financial markets, including all types of private sector capital for 121 countries over the period 1980-1990. This includes portfolio investment, bank capital and FDI. Hak-Min Kim identifies pronounced patterns in short-term capital flows along with effective means of stimulating capital, including the provision of new financial instruments, advanced telecommunication networks, and improved country risk management. Kim suggests that collective international efforts from organizations are necessary to develop financial markets and improve global equity.

Author: R. Nandagopal
Publisher: Excel Books India
ISBN: 9788174465832
Category : Banks and banking
Languages : en
Pages : 316

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Book Description
Emerging Financial Markets' is organized into three sections namely; *) Financial Markets & Instruments, *) Behavioural Finance , *) Banking . The areas covered are Private Banking, Banking, Mutual Funds, Capital Markets, Fixed Income Securities, Behavioral Finance, Insurance, Derivatives and Risk Management. The topics covered will be of use to researchers, managers and consultants. This book will contribute significantly towards the knowledge base and research.

Author: Wayne Ferson
Publisher: MIT Press
ISBN: 0262039370
Category : Business & Economics
Languages : en
Pages : 497

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Book Description
An introduction to the theory and methods of empirical asset pricing, integrating classical foundations with recent developments. This book offers a comprehensive advanced introduction to asset pricing, the study of models for the prices and returns of various securities. The focus is empirical, emphasizing how the models relate to the data. The book offers a uniquely integrated treatment, combining classical foundations with more recent developments in the literature and relating some of the material to applications in investment management. It covers the theory of empirical asset pricing, the main empirical methods, and a range of applied topics. The book introduces the theory of empirical asset pricing through three main paradigms: mean variance analysis, stochastic discount factors, and beta pricing models. It describes empirical methods, beginning with the generalized method of moments (GMM) and viewing other methods as special cases of GMM; offers a comprehensive review of fund performance evaluation; and presents selected applied topics, including a substantial chapter on predictability in asset markets that covers predicting the level of returns, volatility and higher moments, and predicting cross-sectional differences in returns. Other chapters cover production-based asset pricing, long-run risk models, the Campbell-Shiller approximation, the debate on covariance versus characteristics, and the relation of volatility to the cross-section of stock returns. An extensive reference section captures the current state of the field. The book is intended for use by graduate students in finance and economics; it can also serve as a reference for professionals.

Author: Nora Swan-Foster
Publisher: Routledge
ISBN: 1000176746
Category : Health & Fitness
Languages : en
Pages : 295

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Book Description
This text introduces readers to the diverse and unique ways art therapy is used with women who are undergoing various stages of the childbearing process, including conception, pregnancy, miscarriage, childbirth, and postpartum. Art Therapy and Childbearing Issues discusses a range of topics including the role of transference/countertransference, attachment and maternal tasks, and neuropsychology. The book also addresses several motifs that are outside cultural norms of pregnancy and childbearing, such as racial sociopolitical issues, grief and loss, palliative care, midwifery, menstruation, sex-trafficking, disadvantaged populations, and incarceration. Each chapter offers research, modalities, case studies and suggestions on how to work in this field in a new way, accompanied by visual representations of different therapy methods and practices. The approachable style will appeal to a range of readers who will come away with a new awareness of art therapy and a greater knowledge of how to work with women as they enter and exit this universal, psychobiological experience.