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A Semiparametric Forecasting Approach For Predicting The Consumer Price Index
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Book Synopsis A Semiparametric Forecasting Approach for Predicting the Consumer Price Index by : Haichuan Xu
Download or read book A Semiparametric Forecasting Approach for Predicting the Consumer Price Index written by Haichuan Xu and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the past year, we have witnessed that the U.S. inflation rate hit the highest peak in over 40 years and is still close to its multi-decade high now. The overall change in consumer prices has a significant impact on the nation's economic activity, product manufacturing, consumer behavior, and stock market. In this work, I develop a semiparametric forecasting approach using factor models with a large number of macroeconomic or financial time series predictors. The proposed method deals with the complex temporal and cross-sectional dependence of macroeconomic or financial time series predictors. Also, the proposed method does not need the prior knowledge of forecasting directions and forecasting function. I will examine the performance of the proposed method in simulation studies and a real-world application for predicting the consumer price index.
Book Synopsis Forecasting Peaks in the Consumer Price Index by : Marjorie Schnader
Download or read book Forecasting Peaks in the Consumer Price Index written by Marjorie Schnader and published by . This book was released on 1974 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The Oxford Handbook of Applied Nonparametric and Semiparametric Econometrics and Statistics by : Jeffrey Racine
Download or read book The Oxford Handbook of Applied Nonparametric and Semiparametric Econometrics and Statistics written by Jeffrey Racine and published by Oxford University Press. This book was released on 2014-04 with total page 562 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume, edited by Jeffrey Racine, Liangjun Su, and Aman Ullah, contains the latest research on nonparametric and semiparametric econometrics and statistics. Chapters by leading international econometricians and statisticians highlight the interface between econometrics and statistical methods for nonparametric and semiparametric procedures.
Book Synopsis Handbook of Economic Forecasting by : Graham Elliott
Download or read book Handbook of Economic Forecasting written by Graham Elliott and published by Elsevier. This book was released on 2013-10-24 with total page 1386 pages. Available in PDF, EPUB and Kindle. Book excerpt: The highly prized ability to make financial plans with some certainty about the future comes from the core fields of economics. In recent years the availability of more data, analytical tools of greater precision, and ex post studies of business decisions have increased demand for information about economic forecasting. Volumes 2A and 2B, which follows Nobel laureate Clive Granger's Volume 1 (2006), concentrate on two major subjects. Volume 2A covers innovations in methodologies, specifically macroforecasting and forecasting financial variables. Volume 2B investigates commercial applications, with sections on forecasters' objectives and methodologies. Experts provide surveys of a large range of literature scattered across applied and theoretical statistics journals as well as econometrics and empirical economics journals. The Handbook of Economic Forecasting Volumes 2A and 2B provide a unique compilation of chapters giving a coherent overview of forecasting theory and applications in one place and with up-to-date accounts of all major conceptual issues. Focuses on innovation in economic forecasting via industry applications Presents coherent summaries of subjects in economic forecasting that stretch from methodologies to applications Makes details about economic forecasting accessible to scholars in fields outside economics
Book Synopsis Economic Forecasting by : Graham Elliott
Download or read book Economic Forecasting written by Graham Elliott and published by Princeton University Press. This book was released on 2016-04-05 with total page 566 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive and integrated approach to economic forecasting problems Economic forecasting involves choosing simple yet robust models to best approximate highly complex and evolving data-generating processes. This poses unique challenges for researchers in a host of practical forecasting situations, from forecasting budget deficits and assessing financial risk to predicting inflation and stock market returns. Economic Forecasting presents a comprehensive, unified approach to assessing the costs and benefits of different methods currently available to forecasters. This text approaches forecasting problems from the perspective of decision theory and estimation, and demonstrates the profound implications of this approach for how we understand variable selection, estimation, and combination methods for forecasting models, and how we evaluate the resulting forecasts. Both Bayesian and non-Bayesian methods are covered in depth, as are a range of cutting-edge techniques for producing point, interval, and density forecasts. The book features detailed presentations and empirical examples of a range of forecasting methods and shows how to generate forecasts in the presence of large-dimensional sets of predictor variables. The authors pay special attention to how estimation error, model uncertainty, and model instability affect forecasting performance. Presents a comprehensive and integrated approach to assessing the strengths and weaknesses of different forecasting methods Approaches forecasting from a decision theoretic and estimation perspective Covers Bayesian modeling, including methods for generating density forecasts Discusses model selection methods as well as forecast combinations Covers a large range of nonlinear prediction models, including regime switching models, threshold autoregressions, and models with time-varying volatility Features numerous empirical examples Examines the latest advances in forecast evaluation Essential for practitioners and students alike
Book Synopsis Forecasting Models for Hong Kong's Consumer Price Index by : Ka-lin Chan (Karen)
Download or read book Forecasting Models for Hong Kong's Consumer Price Index written by Ka-lin Chan (Karen) and published by . This book was released on 1993 with total page 110 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Labormetrics written by Lutz Bellmann and published by Walter de Gruyter GmbH & Co KG. This book was released on 2016-11-21 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Essays in Honor of M. Hashem Pesaran by : Alexander Chudik
Download or read book Essays in Honor of M. Hashem Pesaran written by Alexander Chudik and published by Emerald Group Publishing. This book was released on 2022-01-18 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: The collection of chapters in Volume 43 Part A of Advances in Econometrics serves as a tribute to one of the most innovative, influential, and productive econometricians of his generation, Professor M. Hashem Pesaran.
Book Synopsis Handbook of Economic Forecasting by : Graham Elliott
Download or read book Handbook of Economic Forecasting written by Graham Elliott and published by Elsevier. This book was released on 2013-08-23 with total page 667 pages. Available in PDF, EPUB and Kindle. Book excerpt: The highly prized ability to make financial plans with some certainty about the future comes from the core fields of economics. In recent years the availability of more data, analytical tools of greater precision, and ex post studies of business decisions have increased demand for information about economic forecasting. Volumes 2A and 2B, which follows Nobel laureate Clive Granger's Volume 1 (2006), concentrate on two major subjects. Volume 2A covers innovations in methodologies, specifically macroforecasting and forecasting financial variables. Volume 2B investigates commercial applications, with sections on forecasters' objectives and methodologies. Experts provide surveys of a large range of literature scattered across applied and theoretical statistics journals as well as econometrics and empirical economics journals. The Handbook of Economic Forecasting Volumes 2A and 2B provide a unique compilation of chapters giving a coherent overview of forecasting theory and applications in one place and with up-to-date accounts of all major conceptual issues. Focuses on innovation in economic forecasting via industry applications Presents coherent summaries of subjects in economic forecasting that stretch from methodologies to applications Makes details about economic forecasting accessible to scholars in fields outside economics
Book Synopsis Digital Economy. Emerging Technologies and Business Innovation by : Rim Jallouli
Download or read book Digital Economy. Emerging Technologies and Business Innovation written by Rim Jallouli and published by Springer Nature. This book was released on 2023-09-16 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 8th International Conference on Digital Economy, ICDEc 2023, which took place in Braga, Portugal, in May 2023. The 26 full papers included in this volume were carefully reviewed and selected from 72 submissions. They were organized in topical sections as follows: Digital transformation; e-learning and digital competencies; digital marketing and artificial intelligence; e-finance and digital assets; digital marketing and data analytics; digital economy; online session.
Book Synopsis A Semiparametric Transformation Approach to Estimating Usual Daily Intake Distributions by : S. M. Nusser
Download or read book A Semiparametric Transformation Approach to Estimating Usual Daily Intake Distributions written by S. M. Nusser and published by . This book was released on 1995 with total page 52 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Handbook of Insurance by : Georges Dionne
Download or read book Handbook of Insurance written by Georges Dionne and published by Springer Science & Business Media. This book was released on 2013-12-02 with total page 1133 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new edition of the Handbook of Insurance reviews the last forty years of research developments in insurance and its related fields. A single reference source for professors, researchers, graduate students, regulators, consultants and practitioners, the book starts with the history and foundations of risk and insurance theory, followed by a review of prevention and precaution, asymmetric information, risk management, insurance pricing, new financial innovations, reinsurance, corporate governance, capital allocation, securitization, systemic risk, insurance regulation, the industrial organization of insurance markets and other insurance market applications. It ends with health insurance, longevity risk, long-term care insurance, life insurance financial products and social insurance. This second version of the Handbook contains 15 new chapters. Each of the 37 chapters has been written by leading authorities in risk and insurance research, all contributions have been peer reviewed, and each chapter can be read independently of the others.
Book Synopsis Risk Measures with Applications in Finance and Economics by : Michael McAleer
Download or read book Risk Measures with Applications in Finance and Economics written by Michael McAleer and published by MDPI. This book was released on 2019-07-23 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: Risk measures play a vital role in many subfields of economics and finance. It has been proposed that risk measures could be analysed in relation to the performance of variables extracted from empirical real-world data. For example, risk measures may help inform effective monetary and fiscal policies and, therefore, the further development of pricing models for financial assets such as equities, bonds, currencies, and derivative securities.A Special Issue of “Risk Measures with Applications in Finance and Economics” will be devoted to advancements in the mathematical and statistical development of risk measures with applications in finance and economics. This Special Issue will bring together the theory, practice and real-world applications of risk measures. This book is a collection of papers published in the Special Issue of “Risk Measures with Applications in Finance and Economics” for Sustainability in 2018.
Book Synopsis The Journal of Canadian Petroleum Technology by :
Download or read book The Journal of Canadian Petroleum Technology written by and published by . This book was released on 2005 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Soft Computing in Data Science by : Bee Wah Yap
Download or read book Soft Computing in Data Science written by Bee Wah Yap and published by Springer. This book was released on 2018-12-10 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th International Conference on Soft Computing in Data Science, SCDS 2018, held in Bangkok, Thailand, in August 2018. The 30 revised full papers presented were carefully reviewed and selected from 75 submissions. The papers are organized in topical sections on machine and deep learning, image processing, financial and fuzzy mathematics, optimization algorithms, data and text analytics, data visualization.
Book Synopsis Microfinance and Its Impact on Entrepreneurial Development, Sustainability, and Inclusive Growth by : Das, Ramesh Chandra
Download or read book Microfinance and Its Impact on Entrepreneurial Development, Sustainability, and Inclusive Growth written by Das, Ramesh Chandra and published by IGI Global. This book was released on 2018-06-15 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: Microfinance is a broad variety of services, such as microcredit, for entrepreneurs and small businesses lacking access to banking and other financial services. As many smaller businesses and entrepreneurs may not be able to secure credit services, many microfinance promoters believe that it encourages entrepreneurial activities and inclusive growth. Microfinance and Its Impact on Entrepreneurial Development, Sustainability, and Inclusive Growth is an essential resource that empirically explores the role of microfinance in entrepreneurship development and the operational sustainability of microfinance institutions. It also highlights the impact of microfinance on entrepreneurship development in different countries and regions. Featuring coverage on a broad range of topics such as risk management, women entrepreneurship, and strategic management, this book provides essential research for entrepreneurs, business managers, policy makers, researchers in the field of finance, and business professionals seeking relevant research on microfinance systems.
Book Synopsis Recurrent Neural Networks for Prediction by : Danilo Mandic
Download or read book Recurrent Neural Networks for Prediction written by Danilo Mandic and published by . This book was released on 2003 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: New technologies in engineering, physics and biomedicine are demanding increasingly complex methods of digital signal processing. By presenting the latest research work the authors demonstrate how real-time recurrent neural networks (RNNs) can be implemented to expand the range of traditional signal processing techniques and to help combat the problem of prediction. Within this text neural networks are considered as massively interconnected nonlinear adaptive filters.? Analyses the relationships between RNNs and various nonlinear models and filters, and introduces spatio-temporal architectur.
