Robust Inference With Multi Way Clustering
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Robust Inference With Multi Way Clustering
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Author : A. Colin Cameron
language : en
Publisher:
Release Date : 2006
Robust Inference With Multi Way Clustering written by A. Colin Cameron and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Cluster analysis categories.
"In this paper we propose a new variance estimator for OLS as well as for nonlinear estimators such as logit, probit and GMM, that provcides cluster-robust inference when there is two-way or multi-way clustering that is non-nested. The variance estimator extends the standard cluster-robust variance estimator or sandwich estimator for one-way clustering (e.g. Liang and Zeger (1986), Arellano (1987)) and relies on similar relatively weak distributional assumptions. Our method is easily implemented in statistical packages, such as Stata and SAS, that already offer cluster-robust standard errors when there is one-way clustering. The method is demonstrated by a Monte Carlo analysis for a two-way random effects model; a Monte Carlo analysis of a placebo law that extends the state-year effects example of Bertrand et al. (2004) to two dimensions; and by application to two studies in the empirical public/labor literature where two-way clustering is present"--National Bureau of Economic Research web site.
Handbook Of Empirical Economics And Finance
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Author : Aman Ullah
language : en
Publisher: CRC Press
Release Date : 2016-04-19
Handbook Of Empirical Economics And Finance written by Aman Ullah and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-04-19 with Mathematics categories.
Handbook of Empirical Economics and Finance explores the latest developments in the analysis and modeling of economic and financial data. Well-recognized econometric experts discuss the rapidly growing research in economics and finance and offer insight on the future direction of these fields. Focusing on micro models, the first group of chapters describes the statistical issues involved in the analysis of econometric models with cross-sectional data often arising in microeconomics. The book then illustrates time series models that are extensively used in empirical macroeconomics and finance. The last set of chapters explores the types of panel data and spatial models that are becoming increasingly significant in analyzing complex economic behavior and policy evaluations. This handbook brings together both background material and new methodological and applied results that are extremely important to the current and future frontiers in empirical economics and finance. It emphasizes inferential issues that transpire in the analysis of cross-sectional, time series, and panel data-based empirical models in economics, finance, and related disciplines.
Meta Analysis For Public Management And Policy
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Author : Evan Ringquist
language : en
Publisher: John Wiley & Sons
Release Date : 2013-01-09
Meta Analysis For Public Management And Policy written by Evan Ringquist and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-01-09 with Business & Economics categories.
Meta-Analysis for Public Management and Policy is a groundbreaking book that includes a proven set of tools for making sense of mountains of sometimes inconsistent conclusions from original research. The tools of meta-analysis can help to improve scholarship, ensure more accurate tests of theories, provide clearer and more authoritative advice for policy and management, and ultimately contribute to the wider knowledge base of public management and policy and the social sciences more broadly. This important resource contains an in-depth explanation of the six-stage process for conducting a meta-analysis which consists of Scoping, Literature Search, Data Coding, Calculating and Combining Effect Sizes, Explaining Differences in Effect Sizes Across Original Studies, and Identifying Areas for Further Research. The text includes detailed explanations of the statistical approaches to meta-analysis that have been found to be most useful to researchers and practitioners in public management and policy, and offers four original meta-analyses of school vouchers, performance measurement, public housing decentralization, and public service motivation. These original studies (conducted by the author and his team) offer step-by-step templates for how to conduct a meta-analysis while also contributing original research on important issues in public management and policy. Meta-Analysis for Public Management and Policy is the hands-on resource that can help students and professionals improve the quality and the relevance of research in public management and policy.
Solar Powered Cold Storages And Sustainable Food System Transformation Evidence From Horticulture Markets Interventions In Northeast Nigeria
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Author : Takeshima, Hiroyuki
language : en
Publisher: Intl Food Policy Res Inst
Release Date : 2021-10-18
Solar Powered Cold Storages And Sustainable Food System Transformation Evidence From Horticulture Markets Interventions In Northeast Nigeria written by Takeshima, Hiroyuki and has been published by Intl Food Policy Res Inst this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-18 with Political Science categories.
Modern cooling technologies that utilize renewable energy sources have been increasingly recognized as a promising tool to address a multitude of challenges emerging in progressively complex food systems in developing countries. When provided as cold-storages inside horticulture markets, cooling technologies can potentially contribute to improved quality of products and strengthened vertical linkages. Knowledge gaps about the actual impacts of these technologies in developing countries remain, especially in Africa south of Sahara (SSA). This study partly fills this knowledge gap by providing evidence from the evaluation of recent interventions in northeast Nigeria in which 7 small solar-powered cold-storages were installed across 7 horticulture markets. Combinations of difference-in-difference and variants of propensity-score-based methods suggest that using cold-storages significantly increased horticulture sales volumes and revenues of market-agents. Back-of-the-envelope calculations indicate that increased net revenues for market-agents may be sufficiently large to recoup the investments and operating costs of cold-storages within a reasonable time frame. Using cold-storage also reduced the share of food loss and lengthened the products' shelf-life, while raised prices received by both market-agents and farmers, which were associated with improved product quality, expanded value-adding activities by market-agents, and increased use of advance payments. We find no evidence of negative spillover effects inside horticulture markets. Finally, additional food-science experiments confirm that cold-storages preserve original physical and nutritional qualities of key horticultural products several days longer than products stored under ambient temperature.
Supreme Court Economic Review Volume 22
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Author : Michael S. Greve
language : en
Publisher: University of Chicago Press
Release Date : 2015-06-21
Supreme Court Economic Review Volume 22 written by Michael S. Greve and has been published by University of Chicago Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-06-21 with Law categories.
Supreme Court Economic Review is an interdisciplinary journal that seeks to provide a forum for scholarship in law and economics, public choice, and constitutional political economy. Its approach is broad ranging and contributions employ explicit or implicit economic reasoning for the analysis of legal issues, with special attention to Supreme Court decisions, judicial process, and institutional design.
Panel Methods For Finance
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Author : Marno Verbeek
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2021-10-25
Panel Methods For Finance written by Marno Verbeek and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-25 with Business & Economics categories.
Financial data are typically characterised by a time-series and cross-sectional dimension. Accordingly, econometric modelling in finance requires appropriate attention to these two – or occasionally more than two – dimensions of the data. Panel data techniques are developed to do exactly this. This book provides an overview of commonly applied panel methods for financial applications, including popular techniques such as Fama-MacBeth estimation, one-way, two-way and interactive fixed effects, clustered standard errors, instrumental variables, and difference-in-differences. Panel Methods for Finance: A Guide to Panel Data Econometrics for Financial Applications by Marno Verbeek offers the reader: Focus on panel methods where the time dimension is relatively small A clear and intuitive exposition, with a focus on implementation and practical relevance Concise presentation, with many references to financial applications and other sources Focus on techniques that are relevant for and popular in empirical work in finance and accounting Critical discussion of key assumptions, robustness, and other issues related to practical implementation
Regression Analysis Of Count Data
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Author : Adrian Colin Cameron
language : en
Publisher: Cambridge University Press
Release Date : 2013-05-27
Regression Analysis Of Count Data written by Adrian Colin Cameron and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-05-27 with Business & Economics categories.
This book provides the most comprehensive and up-to-date account of regression methods to explain the frequency of events.
Regression Analysis Of Count Data
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Author : A. Colin Cameron
language : en
Publisher: Cambridge University Press
Release Date : 2013-05-27
Regression Analysis Of Count Data written by A. Colin Cameron and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-05-27 with Business & Economics categories.
Students in both social and natural sciences often seek regression methods to explain the frequency of events, such as visits to a doctor, auto accidents, or new patents awarded. This book, now in its second edition, provides the most comprehensive and up-to-date account of models and methods to interpret such data. The authors combine theory and practice to make sophisticated methods of analysis accessible to researchers and practitioners working with widely different types of data and software in areas such as applied statistics, econometrics, marketing, operations research, actuarial studies, demography, biostatistics and quantitative social sciences. The new material includes new theoretical topics, an updated and expanded treatment of cross-section models, coverage of bootstrap-based and simulation-based inference, expanded treatment of time series, multivariate and panel data, expanded treatment of endogenous regressors, coverage of quantile count regression, and a new chapter on Bayesian methods.
Regression Discontinuity Designs
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Author : Juan Carlos Escanciano
language : en
Publisher: Emerald Group Publishing
Release Date : 2017-05-11
Regression Discontinuity Designs written by Juan Carlos Escanciano and has been published by Emerald Group Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05-11 with Business & Economics categories.
Volume 38 of Advances in Econometrics collects twelve innovative and thought-provoking contributions to the literature on Regression Discontinuity designs, covering a wide range of methodological and practical topics such as identification, interpretation, implementation, falsification testing, estimation and inference.
Palgrave Handbook Of Econometrics
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Author : T. Mills
language : en
Publisher: Springer
Release Date : 2009-06-25
Palgrave Handbook Of Econometrics written by T. Mills and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-06-25 with Business & Economics categories.
Following theseminal Palgrave Handbook of Econometrics: Volume I , this second volume brings together the finestacademicsworking in econometrics today andexploresapplied econometrics, containing contributions onsubjects includinggrowth/development econometrics and applied econometrics and computing.