Reconciling Trends In Volatility

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Reconciling Trends in Volatility

Author : Michael D. Carr
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (119 download)

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Book Synopsis Reconciling Trends in Volatility by : Michael D. Carr

Download or read book Reconciling Trends in Volatility written by Michael D. Carr and published by . This book was released on 2020 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: As part of a set of papers using the same methods and sample selection criteria to estimate trends in male earnings volatility across a number of survey and administrative datasets, we conduct a new investigation of trends in male earnings volatility from the 1980s to 2014 using data from the Survey of Income and Program Participation (SIPP) survey and the SIPP Gold Standard File (SIPP GSF), which links the SIPP survey to administrative data on earnings. We find that the level of volatility is higher in the SIPP GSF than in the SIPP survey but that the trends are similar. Specifically, over the period where the datasets overlap between 1984 and 2012, volatility in the SIPP survey declines slightly while volatility in the SIPP GSF increases slightly but the differences are small in magnitude. Because the density of low earnings differs considerably across datasets, and volatility may vary across the earnings distribution, we estimate trends in volatility in the SIPP survey and SIPP GSF where we hold the earnings distribution fixed to resemble that in the Panel Study of Income Dynamics (PSID). We find that differences in the underlying earnings distribution explains almost all of the difference in the level of volatility between the SIPP survey and SIPP GSF and it somewhat reduces the small differences in trends.

Reconciling Trends in U.S. Male Earnings Volatility

Author : Robert A. Moffitt
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (119 download)

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Book Synopsis Reconciling Trends in U.S. Male Earnings Volatility by : Robert A. Moffitt

Download or read book Reconciling Trends in U.S. Male Earnings Volatility written by Robert A. Moffitt and published by . This book was released on 2020 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is a large literature on earnings and income volatility in labor economics, household finance, and macroeconomics. One strand of that literature has studied whether individual earnings volatility has risen or fallen in the U.S. over the last several decades. There are strong disagreements in the empirical literature on this important question, with some studies showing upward trends, some downward trends, and some flat trends. Some studies have suggested that the differences are the result of using flawed survey data instead of more accurate administrative data. This paper provides an overview of a project attempting to reconcile these findings with four different data sets and six different data series--three survey and three administrative data series, including two which match survey respondent data to their administrative data. Using common specifications, measures of volatility, and other treatments of the data, the papers show almost uniformly a lack of any significant long-term trend in male earnings volatility over the last 30 years. Moreover, the survey and the administrative data almost entirely agree on that long-term stability when the comparison is done properly. Several possible explanations for the differing finds in past work are suggested by the papers. The stability of earnings volatility raises many questions for future research on trends in the U.S. labor market.

Reconciling Trends in U.S. Male Earnings Volatility

Author : Robert A. Moffitt
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (13 download)

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Book Synopsis Reconciling Trends in U.S. Male Earnings Volatility by : Robert A. Moffitt

Download or read book Reconciling Trends in U.S. Male Earnings Volatility written by Robert A. Moffitt and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: One strand of the literature in labor economics, household finance, and macroeconomics has studied whether individual earnings volatility has risen or fallen in the U.S. over the last several decades. There are disagreements in the empirical literature on this question, with some suggestions that the differences are the result of using flawed survey data instead of more accurate administrative data. This paper summarizes the results of a project to reconcile these findings with four different data sets and six different data series--three survey and three administrative data series, including two which match survey respondent data to their administrative data. Four of the six series show no significant trend in male earnings volatility over the last 20-to-30+ years when differences across the data sets are properly accounted for. A fifth shows a positive net trend but small in magnitude. A sixth shows no net trend 1998-2011 and only a small decline thereafter. The remaining differences across data series can be largely explained by differences in the left tail of their cross-sectional earnings distributions. We conclude that the data sets we have analyzed show little evidence of any significant trend in male earnings volatility since the mid-1980s.

Estimating Trends in Male Earnings Volatility with the Panel Study of Income Dynamics

Author : Robert A. Moffitt
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (119 download)

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Book Synopsis Estimating Trends in Male Earnings Volatility with the Panel Study of Income Dynamics by : Robert A. Moffitt

Download or read book Estimating Trends in Male Earnings Volatility with the Panel Study of Income Dynamics written by Robert A. Moffitt and published by . This book was released on 2020 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The possible existence of trends in volatility in the U.S. labor market has been an important issue in both labor economics and macroeconomics. The Panel Study of Income Dynamics (PSID) has been the workhorse data set used to estimate trends in earnings volatility at the individual level. Studies using the PSID have generally shown upward trends in volatility. However, trends estimated with the PSID conflict with those reported from some other survey and administrative data sets, many of which have shown flat or declining trends. This paper, which is part of a group project attempting to reconcile estimates across different data sets, presents new estimates of trends in male earnings volatility in the U.S. from 1970 to 2016 from the PSID, and addresses a number of concerns with the data that might lead its estimates to differ from those obtained in other data sets. The analysis shows that upward trends in male earnings volatility were concentrated in the 1970s and 1980s, and that trends after 1990 have been modest or even non-existent, depending on whether volatility is expected to return to its mid-2000s level after jumping up in the Great Recession. Thus, volatility trends in the PSID are roughly consistent with those studies using other data sets which find flat volatility trends in the last three decades. Examinations of potential biases from unit nonresponse (i.e., attrition), item nonresponse (i.e., don't knows and refusals) and resulting imputation, and from a number of other features of the PSID that might affect its population representativeness show no evidence of significant bias from any of these factors. However, suggestive evidence that declines in volatility estimated in studies using administrative data may be a result of a larger left tail of earnings and of problematic trimming procedures used in those studies.

Food Price Volatility and Its Implications for Food Security and Policy

Author : Matthias Kalkuhl
Publisher : Springer
ISBN 13 : 3319282018
Total Pages : 620 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Food Price Volatility and Its Implications for Food Security and Policy by : Matthias Kalkuhl

Download or read book Food Price Volatility and Its Implications for Food Security and Policy written by Matthias Kalkuhl and published by Springer. This book was released on 2016-04-12 with total page 620 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides fresh insights into concepts, methods and new research findings on the causes of excessive food price volatility. It also discusses the implications for food security and policy responses to mitigate excessive volatility. The approaches applied by the contributors range from on-the-ground surveys, to panel econometrics and innovative high-frequency time series analysis as well as computational economics methods. It offers policy analysts and decision-makers guidance on dealing with extreme volatility.

Volatility and Correlation

Author : Riccardo Rebonato
Publisher : John Wiley & Sons
ISBN 13 : 0470091401
Total Pages : 864 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Volatility and Correlation by : Riccardo Rebonato

Download or read book Volatility and Correlation written by Riccardo Rebonato and published by John Wiley & Sons. This book was released on 2005-07-08 with total page 864 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Volatility and Correlation 2nd edition: The Perfect Hedger and the Fox, Rebonato looks at derivatives pricing from the angle of volatility and correlation. With both practical and theoretical applications, this is a thorough update of the highly successful Volatility & Correlation – with over 80% new or fully reworked material and is a must have both for practitioners and for students. The new and updated material includes a critical examination of the ‘perfect-replication’ approach to derivatives pricing, with special attention given to exotic options; a thorough analysis of the role of quadratic variation in derivatives pricing and hedging; a discussion of the informational efficiency of markets in commonly-used calibration and hedging practices. Treatment of new models including Variance Gamma, displaced diffusion, stochastic volatility for interest-rate smiles and equity/FX options. The book is split into four parts. Part I deals with a Black world without smiles, sets out the author’s ‘philosophical’ approach and covers deterministic volatility. Part II looks at smiles in equity and FX worlds. It begins with a review of relevant empirical information about smiles, and provides coverage of local-stochastic-volatility, general-stochastic-volatility, jump-diffusion and Variance-Gamma processes. Part II concludes with an important chapter that discusses if and to what extent one can dispense with an explicit specification of a model, and can directly prescribe the dynamics of the smile surface. Part III focusses on interest rates when the volatility is deterministic. Part IV extends this setting in order to account for smiles in a financially motivated and computationally tractable manner. In this final part the author deals with CEV processes, with diffusive stochastic volatility and with Markov-chain processes. Praise for the First Edition: “In this book, Dr Rebonato brings his penetrating eye to bear on option pricing and hedging.... The book is a must-read for those who already know the basics of options and are looking for an edge in applying the more sophisticated approaches that have recently been developed.” —Professor Ian Cooper, London Business School “Volatility and correlation are at the very core of all option pricing and hedging. In this book, Riccardo Rebonato presents the subject in his characteristically elegant and simple fashion...A rare combination of intellectual insight and practical common sense.” —Anthony Neuberger, London Business School

Big Data for Twenty-First-Century Economic Statistics

Author : Katharine G. Abraham
Publisher : University of Chicago Press
ISBN 13 : 022680125X
Total Pages : 502 pages
Book Rating : 4.2/5 (268 download)

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Book Synopsis Big Data for Twenty-First-Century Economic Statistics by : Katharine G. Abraham

Download or read book Big Data for Twenty-First-Century Economic Statistics written by Katharine G. Abraham and published by University of Chicago Press. This book was released on 2022-03-11 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction.Big data for twenty-first-century economic statistics: the future is now /Katharine G. Abraham, Ron S. Jarmin, Brian C. Moyer, and Matthew D. Shapiro --Toward comprehensive use of big data in economic statistics.Reengineering key national economic indicators /Gabriel Ehrlich, John Haltiwanger, Ron S. Jarmin, David Johnson, and Matthew D. Shapiro ;Big data in the US consumer price index: experiences and plans /Crystal G. Konny, Brendan K. Williams, and David M. Friedman ;Improving retail trade data products using alternative data sources /Rebecca J. Hutchinson ;From transaction data to economic statistics: constructing real-time, high-frequency, geographic measures of consumer spending /Aditya Aladangady, Shifrah Aron-Dine, Wendy Dunn, Laura Feiveson, Paul Lengermann, and Claudia Sahm ;Improving the accuracy of economic measurement with multiple data sources: the case of payroll employment data /Tomaz Cajner, Leland D. Crane, Ryan A. Decker, Adrian Hamins-Puertolas, and Christopher Kurz --Uses of big data for classification.Transforming naturally occurring text data into economic statistics: the case of online job vacancy postings /Arthur Turrell, Bradley Speigner, Jyldyz Djumalieva, David Copple, and James Thurgood ;Automating response evaluation for franchising questions on the 2017 economic census /Joseph Staudt, Yifang Wei, Lisa Singh, Shawn Klimek, J. Bradford Jensen, and Andrew Baer ;Using public data to generate industrial classification codes /John Cuffe, Sudip Bhattacharjee, Ugochukwu Etudo, Justin C. Smith, Nevada Basdeo, Nathaniel Burbank, and Shawn R. Roberts --Uses of big data for sectoral measurement.Nowcasting the local economy: using Yelp data to measure economic activity /Edward L. Glaeser, Hyunjin Kim, and Michael Luca ;Unit values for import and export price indexes: a proof of concept /Don A. Fast and Susan E. Fleck ;Quantifying productivity growth in the delivery of important episodes of care within the Medicare program using insurance claims and administrative data /John A. Romley, Abe Dunn, Dana Goldman, and Neeraj Sood ;Valuing housing services in the era of big data: a user cost approach leveraging Zillow microdata /Marina Gindelsky, Jeremy G. Moulton, and Scott A. Wentland --Methodological challenges and advances.Off to the races: a comparison of machine learning and alternative data for predicting economic indicators /Jeffrey C. Chen, Abe Dunn, Kyle Hood, Alexander Driessen, and Andrea Batch ;A machine learning analysis of seasonal and cyclical sales in weekly scanner data /Rishab Guha and Serena Ng ;Estimating the benefits of new products /W. Erwin Diewert and Robert C. Feenstra.

Tax Policy and the Economy, Volume 37

Author : Robert A. Moffitt
Publisher : University of Chicago Press
ISBN 13 : 0226828263
Total Pages : 241 pages
Book Rating : 4.2/5 (268 download)

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Book Synopsis Tax Policy and the Economy, Volume 37 by : Robert A. Moffitt

Download or read book Tax Policy and the Economy, Volume 37 written by Robert A. Moffitt and published by University of Chicago Press. This book was released on 2023-06-19 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: Timely and authoritative research on the latest issues in tax policy. Tax Policy and the Economy publishes current academic research on taxation and government spending with both immediate bearing on policy debates and longer-term interest. This volume of Tax Policy and the Economy presents new research on important issues concerning US taxation and transfers. First, Edward L. Glaeser, Caitlin S. Gorback, and James M. Poterba examine the distribution of burdens associated with taxes on transportation. Replacing the gasoline tax with a vehicle-miles-traveled (VMT) tax would increase the burden on higher-income households, who drive more fuel-efficient cars and are more likely to own electric vehicles. User charges for airports, subways, and commuter rail are progressive, while the burden of bus fees is larger for lower-income households than for their higher-income counterparts. Next, Katarzyna Bilicka, Michael Devereux, and Irem Güçeri investigate tax shifting by multinational companies (MNCs) and the implications of a potential Global Minimum Tax (GMT). They find that MNCs shift intellectual property to tax havens, and that a large share of patenting activity takes place in tax havens where little or no R&D occurs. Tax havens are particularly important for MNCs with large subsidiary networks; such firms would likely be subject to a GMT. Mark Duggan, Audrey Guo, and Andrew C. Johnston study the role of experience rating in the Unemployment Insurance (UI) system and find that the current structure stabilizes the labor market because it penalizes firms with high rates of UI-eligible layoffs. In the fourth paper, David Altig, Laurence J. Kotlikoff, and Victor Yifan Ye calculate how retiring at different ages will affect Social Security benefit amounts, taking into account taxation and other benefits. They find that virtually all individuals aged 45 to 62 should wait until age 65 or later to maximize their Social Security benefits. Indeed, 90 percent would benefit from waiting until age 70, but only 10 percent do so. Finally, Jonathan Meer and Joshua Witter examine the potential impact of the Earned Income Tax Credit on the labor force decisions of childless adults who are eligible for a small credit after they reach age 25. Comparing labor force attachment changes just before and after this age suggests that the EITC has little impact on the labor force participation of this group.

Labor Markets and Business Cycles

Author : Robert Shimer
Publisher : Princeton University Press
ISBN 13 : 1400835232
Total Pages : 189 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis Labor Markets and Business Cycles by : Robert Shimer

Download or read book Labor Markets and Business Cycles written by Robert Shimer and published by Princeton University Press. This book was released on 2010-04-12 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: Labor Markets and Business Cycles integrates search and matching theory with the neoclassical growth model to better understand labor market outcomes. Robert Shimer shows analytically and quantitatively that rigid wages are important for explaining the volatile behavior of the unemployment rate in business cycles. The book focuses on the labor wedge that arises when the marginal rate of substitution between consumption and leisure does not equal the marginal product of labor. According to competitive models of the labor market, the labor wedge should be constant and equal to the labor income tax rate. But in U.S. data, the wedge is strongly countercyclical, making it seem as if recessions are periods when workers are dissuaded from working and firms are dissuaded from hiring because of an increase in the labor income tax rate. When job searches are time consuming and wages are flexible, search frictions--the cost of a job search--act like labor adjustment costs, further exacerbating inconsistencies between the competitive model and data. The book shows that wage rigidities can reconcile the search model with the data, providing a quantitatively more accurate depiction of labor markets, consumption, and investment dynamics. Developing detailed search and matching models, Labor Markets and Business Cycles will be the main reference for those interested in the intersection of labor market dynamics and business cycle research.

The Economics of Food Price Volatility

Author : Jean-Paul Chavas
Publisher : University of Chicago Press
ISBN 13 : 022612892X
Total Pages : 394 pages
Book Rating : 4.2/5 (261 download)

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Book Synopsis The Economics of Food Price Volatility by : Jean-Paul Chavas

Download or read book The Economics of Food Price Volatility written by Jean-Paul Chavas and published by University of Chicago Press. This book was released on 2014-10-14 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The conference was organized by the three editors of this book and took place on August 15-16, 2012 in Seattle."--Preface.

Means-Tested Transfer Programs in the United States

Author : National Bureau of Economic Research
Publisher : University of Chicago Press
ISBN 13 : 9780226533568
Total Pages : 224 pages
Book Rating : 4.5/5 (335 download)

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Book Synopsis Means-Tested Transfer Programs in the United States by : National Bureau of Economic Research

Download or read book Means-Tested Transfer Programs in the United States written by National Bureau of Economic Research and published by University of Chicago Press. This book was released on 2003-10-15 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Few United States government programs are as controversial as those designed to aid the poor. From tax credits to medical assistance, aid to needy families is surrounded by debate—on what benefits should be offered, what forms they should take, and how they should be administered. The past few decades, in fact, have seen this debate lead to broad transformations of aid programs themselves, with Aid to Families with Dependent Children replaced by Temporary Assistance to Needy Families, the Earned Income Tax Credit growing from a minor program to one of the most important for low-income families, and Medicaid greatly expanding its eligibility. This volume provides a remarkable overview of how such programs actually work, offering an impressive wealth of information on the nation's nine largest "means-tested" programs—that is, those in which some test of income forms the basis for participation. For each program, contributors describe origins and goals, summarize policy histories and current rules, and discuss the recipient's characteristics as well as the different types of benefits they receive. Each chapter then provides an overview of scholarly research on each program, bringing together the results of the field's most rigorous statistical examinations. The result is a fascinating portrayal of the evolution and current state of means-tested programs, one that charts a number of shifts in emphasis—the decline of cash assistance, for instance, and the increasing emphasis on work. This exemplary portrait of the nation's safety net will be an invaluable reference for anyone interested in American social policy.

Technological Diversification

Author : Miklós Koren
Publisher :
ISBN 13 :
Total Pages : 45 pages
Book Rating : 4.:/5 (183 download)

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Book Synopsis Technological Diversification by : Miklós Koren

Download or read book Technological Diversification written by Miklós Koren and published by . This book was released on 2007 with total page 45 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Trades, Quotes and Prices

Author : Jean-Philippe Bouchaud
Publisher : Cambridge University Press
ISBN 13 : 1108639062
Total Pages : 464 pages
Book Rating : 4.1/5 (86 download)

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Book Synopsis Trades, Quotes and Prices by : Jean-Philippe Bouchaud

Download or read book Trades, Quotes and Prices written by Jean-Philippe Bouchaud and published by Cambridge University Press. This book was released on 2018-03-22 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: The widespread availability of high-quality, high-frequency data has revolutionised the study of financial markets. By describing not only asset prices, but also market participants' actions and interactions, this wealth of information offers a new window into the inner workings of the financial ecosystem. In this original text, the authors discuss empirical facts of financial markets and introduce a wide range of models, from the micro-scale mechanics of individual order arrivals to the emergent, macro-scale issues of market stability. Throughout this journey, data is king. All discussions are firmly rooted in the empirical behaviour of real stocks, and all models are calibrated and evaluated using recent data from Nasdaq. By confronting theory with empirical facts, this book for practitioners, researchers and advanced students provides a fresh, new, and often surprising perspective on topics as diverse as optimal trading, price impact, the fragile nature of liquidity, and even the reasons why people trade at all.

Man Out

Author : Andrew L. Yarrow
Publisher : Brookings Institution Press
ISBN 13 : 0815732759
Total Pages : 340 pages
Book Rating : 4.8/5 (157 download)

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Book Synopsis Man Out by : Andrew L. Yarrow

Download or read book Man Out written by Andrew L. Yarrow and published by Brookings Institution Press. This book was released on 2018-09-11 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: The story of men who are hurting—and hurting America by their absence Man Out describes the millions of men on the sidelines of life in the United States. Many of them have been pushed out of the mainstream because of an economy and society where the odds are stacked against them; others have chosen to be on the outskirts of twenty-first-century America. These men are disconnected from work, personal relationships, family and children, and civic and community life. They may be angry at government, employers, women, and "the system" in general—and millions of them have done time in prison and have cast aside many social norms. Sadly, too many of these men are unsure what it means to be a man in contemporary society. Wives or partners reject them; children are estranged from them; and family, friends, and neighbors are embarrassed by them. Many have disappeared into a netherworld of drugs, alcohol, poor health, loneliness, misogyny, economic insecurity, online gaming, pornography, other off-the-grid corners of the internet, and a fantasy world of starting their own business or even writing the Great American novel. Most of the men described in this book are poorly educated, with low incomes and often with very few prospects for rewarding employment. They are also disproportionately found among millennials, those over 50, and African American men. Increasingly, however, these lost men are discovered even in tony suburbs and throughout the nation. It is a myth that men on the outer corners of society are only lower-middle-class white men dislocated by technology and globalization. Unlike those who primarily blame an unjust economy, government policies, or a culture sanctioning "laziness," Man Out explores the complex interplay between economics and culture. It rejects the politically charged dichotomy of seeing such men as either victims or culprits. These men are hurting, and in turn they are hurting families and hurting America. It is essential to address their problems. Man Out draws on a wide range of data and existing research as well as interviews with several hundred men, women, and a wide variety of economists and other social scientists, social service providers and physicians, and with employers, through a national online survey and in-depth fieldwork in several communities.

Factor Investing and Asset Allocation: A Business Cycle Perspective

Author : Vasant Naik
Publisher : CFA Institute Research Foundation
ISBN 13 : 1944960155
Total Pages : 192 pages
Book Rating : 4.9/5 (449 download)

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Book Synopsis Factor Investing and Asset Allocation: A Business Cycle Perspective by : Vasant Naik

Download or read book Factor Investing and Asset Allocation: A Business Cycle Perspective written by Vasant Naik and published by CFA Institute Research Foundation. This book was released on 2016-12-30 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Reconciliation After Violent Conflict

Author : David Bloomfield
Publisher :
ISBN 13 :
Total Pages : 188 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Reconciliation After Violent Conflict by : David Bloomfield

Download or read book Reconciliation After Violent Conflict written by David Bloomfield and published by . This book was released on 2003 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: How does a newly democratized nation constructively address the past to move from a divided history to a shared future? How do people rebuild coexistence after violence? The International IDEA Handbook on Reconciliation after Violent Conflict presents a range of tools that can be, and have been, employed in the design and implementation of reconciliation processes. Most of them draw on the experience of people grappling with the problems of past violence and injustice. There is no "right answer" to the challenge of reconciliation, and so the Handbook prescribes no single approach. Instead, it presents the options and methods, with their strengths and weaknesses evaluated, so that practitioners and policy-makers can adopt or adapt them, as best suits each specific context. Also available in a French language version.

Valuation Approaches and Metrics

Author : Aswath Damodaran
Publisher : Now Publishers Inc
ISBN 13 : 1601980140
Total Pages : 102 pages
Book Rating : 4.6/5 (19 download)

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Book Synopsis Valuation Approaches and Metrics by : Aswath Damodaran

Download or read book Valuation Approaches and Metrics written by Aswath Damodaran and published by Now Publishers Inc. This book was released on 2005 with total page 102 pages. Available in PDF, EPUB and Kindle. Book excerpt: Valuation lies at the heart of much of what we do in finance, whether it is the study of market efficiency and questions about corporate governance or the comparison of different investment decision rules in capital budgeting. In this paper, we consider the theory and evidence on valuation approaches. We begin by surveying the literature on discounted cash flow valuation models, ranging from the first mentions of the dividend discount model to value stocks to the use of excess return models in more recent years. In the second part of the paper, we examine relative valuation models and, in particular, the use of multiples and comparables in valuation and evaluate whether relative valuation models yield more or less precise estimates of value than discounted cash flow models. In the final part of the paper, we set the stage for further research in valuation by noting the estimation challenges we face as companies globalize and become exposed to risk in multiple countries.