Towards Unrestricted Public Use Business Microdata: The Synthetic Longitudinal Business Database
John M. Abowd, Ron S. Jarmin, Satkartar K. Kinney, Javier Miranda, Jerome P. Reiter, Arnold P. Reznek
International Statistical Review,
No. 3,
2011
Abstract
In most countries, national statistical agencies do not release establishment-level business microdata, because doing so represents too large a risk to establishments’ confidentiality. One approach with the potential for overcoming these risks is to release synthetic data; that is, the released establishment data are simulated from statistical models designed to mimic the distributions of the underlying real microdata. In this article, we describe an application of this strategy to create a public use file for the Longitudinal Business Database, an annual economic census of establishments in the United States comprising more than 20 million records dating back to 1976. The U.S. Bureau of the Census and the Internal Revenue Service recently approved the release of these synthetic microdata for public use, making the synthetic Longitudinal Business Database the first-ever business microdata set publicly released in the United States. We describe how we created the synthetic data, evaluated analytical validity, and assessed disclosure risk.
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Old Age Poverty and Satisfaction with Living Conditions in East and West Germany, 1995 and 2009
L. J. Zhu, Anja Weißenborn, Herbert S. Buscher
Wirtschaft im Wandel,
No. 7,
2011
Abstract
The current contribution presents poverty indicators for West and East Germany for the years 1995 and 2009. The analysis is based on the two corresponding waves of the GSOEP. We only consider households with at least one senior citizen aged 65 or above. Furthermore, we distinguish between male and female pensioners. In the first part the weighted equivalized household income is calculated as well as various statistical measures such as the 20%- and 80%-percentile, the 80/20-ratio and the 90/10-ratio of the income distribution of senior citizen households. In an additional step we also present and discuss the main sources of income such households have. In the second part of the contribution we focus on social indicators with respect to the satisfaction with income and the current living conditions as well as the expected situation in five years. As the results show, old age poverty has increased in both parts in Germany with East German women being an exception. With respect to the future, most elder people look optimistically into the future.
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The Great Risk Shift? Income Volatility in an International Perspective
Claudia M. Buch
CESifo Working Paper No. 2465,
2008
Abstract
Weakening bargaining power of unions and the increasing integration of the world economy may affect the volatility of capital and labor incomes. This paper documents and explains changes in income volatility. Using a theoretical framework which builds distribution risk into a real business cycle model, hypotheses on the determinants of the relative volatility of capital and labor are derived. The model is tested using industry-level data. The data cover 11 industrialized countries, 22 manufacturing and services industries, and a maximum of 35 years. The paper has four main findings. First, the unconditional volatility of labor and capital incomes has declined, reflecting the decline in macroeconomic volatility. Second, the idiosyncratic component of income volatility has hardly changed over time. Third, crosssectional heterogeneity in the evolution of relative income volatilities is substantial. If anything, the labor incomes of high- and low-skilled workers have become more volatile in relative terms. Fourth, income volatility is related to variables measuring the bargaining power of workers. Trade openness has no significant impact.
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Vergleich der Kreditrisikobewertung bei Berücksichtigung von Schätzunsicherheit und Korrelation – Welche Risikokomponente Sollten Unternehmen bei der Bewertung von Forderungsportfoliorisiken wann berücksichtigen?
Henry Dannenberg
Die Unternehmung Swiss Journal of Business Research and Practice,
2008
Abstract
The use of probability of default estimates to assess the risks of a credit portfolio should not ignore estimation uncertainty. The latter can be quantified by confidence intervals. But assumptions about dependencies of these intervals are inconsistent with assumptions of conventional credit portfolio models. Based on simulation studies this paper shows that a model which includes estimation uncertainty but ignores default correlation might estimate the real credit risk more correctly than a model that implicates default correlation but ignore estimation uncertainty. The latter is a trait of conventional credit portfolio models. In this paper quantifying of estimation uncertainty based on the idea of confidence intervals and the underlying probability distributions of these intervals.
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Risk-factor competition law infringement
Henry Dannenberg, Nicole Steinat
Risk, Fraud & Compliance ZRFC,
No. 1,
2008
Abstract
During the last couple of years the European Commission increased the fines for competition law infringements. Regardless whether an infringement was only negligent or intended it can result in enormous financial risks for companies. The following article shows a distribution of the financial risk of cartel law infringements in Europe. The potential fine - which can amount to a multiple of annual sales in the relevant market - should sensitize managers to check their own undertaking whether they are involved in such violations.
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Schätzunsicherheit oder Korrelation, Welche Risikokomponente sollten Unternehmen bei der Bewertung von Kreditportfoliorisiken wann berücksichtigen?
Henry Dannenberg
IWH Discussion Papers,
No. 5,
2007
Abstract
The use of probability of default estimates to assess the risks of a credit portfolio should not ignore estimation uncertainty. The latter can be quantified by confidence intervals. But assumptions about dependencies of these intervals are inconsistent with assumptions of conventional credit portfolio models. Based on simulation studies this paper shows, that a model which include estimation uncertainty but ignore default correlation might estimate the real credit risk more correctly than a model that implicates default correlation but ignore estimation uncertainty. The latter is a trait of conventional credit portfolio models. In this paper quantifying of estimation uncertainty based on the idea of confidence intervals and the underlying probability distributions of these intervals.
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Prekäre Einkommenslagen ind Deutschland - ein Ost-West-Vergleich 1996-2002
Herbert S. Buscher, Juliane Parys
Allgemeines Statistisches Archiv,
No. 4,
2006
Abstract
The paper investigates the distribution of equivalence-weighted net household income for West and East Germany, covering the period from 1996 to 2002. The data set used is the annual cross section data set “Mikrozensus”. The main issues of the paper are twofold. First, we analyze standard measures of income distributions as well as measures of inequality. Second, we set up a Logit model to explain relative poorness in East and West Germany using Mikrozensus data to capture household characteristics. The main focus in this section deals with the question how different types of forms of living and the number of children will affect the risk of falling into precarious income situations. The results show that the risk of getting poor is higher for families with children as well as for single persons with children.
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The Loss Distribution of the Entrepreneurial Bad Debt Risk – a Simulation-based Model
Henry Dannenberg
IWH Discussion Papers,
No. 10,
2006
Abstract
The risk of bad debt losses evolves for companies which grant payment targets. Possible losses have to be covered by these companies equity and liquidity reserves. The question of how to quantify the level of risk of bad debt losses will be discussed in this paper. Input values of this risk are the probability of default, exposure at default and loss given default. It is shown how companies can derive probability functions to describe uncertainty and variability for each input value. Based on these probability functions a simulation model is developed to quantify the risk of bad debt losses. Based on an empirical study probability functions for probability of default and loss given default are presented.
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Management von Mitarbeiterrisiken in Unternehmen
Henry Dannenberg
Risikomanagement im Unternehmen Praxisratgeber für die Einführung und Umsetzung, Kapitel 12-7,
2006
Abstract
The paper shows how to quantify the risk of loosing employees. Firstly, reasons will be determined that explain the loss of an employee. Dependent on these reasons, it is shown how to quantify the probability of losing an employee and possible losses that follow an employee loss. Based on these components of risks, a simulation based model is developed which aggregates the risk of all employees of a company to the distribution of the employees risk for the whole company. Finally, a tool for an easy calculating of this risk is presented.
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Prekäre Einkommenslagen in Deutschland: Ein Ost-West-Vergleich 1996 bis 2002
Herbert S. Buscher, Juliane Parys
IWH Discussion Papers,
No. 2,
2006
Abstract
The paper investigates the distribution of equivalence-weighted net household income for West and East Germany, covering the period from 1996 to 2002. The data set used is the annual cross section data set “Mikrozensus”. The main issues of the paper are twofold. First, we analyze standard measures of income distributions as well as measures of inequality. Second, we set up a Logit model to explain relative poorness in East and West Germany using Mikrozensus data to capture household characteristics. The main focus in this section deals with the question how different types of forms of living and the number of children will affect the risk of falling into precarious income situations. The results show that the risk of getting poor is higher for families with children as well as for single persons with children.
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