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We distinguish between three types of outliers in a one-way random effects model. These are formally described in terms of their position relative to the main part of the observations. We propose simple rules for identifying such outliers and give an example which involves median-based statistics.
Persistent link: https://www.econbiz.de/10009783015
Persistent link: https://www.econbiz.de/10012288433
Many studies use matched employer-employee data to estimate a statistical model of earnings determination where log-earnings are expressed as the sum of worker effects, firm effects, covariates, and idiosyncratic error terms. Estimates based on this model have produced two influential yet...
Persistent link: https://www.econbiz.de/10013394334
This paper focuses on the effect of experience within an industry on wages. I use a correlated random effects simultaneous equation model that allows individual and match heterogeneity to affect wages, job tenure and industry experience. I estimate my model separately for men and women using a...
Persistent link: https://www.econbiz.de/10010312158
In many fields of applications, test statistics are obtained by combining estimates from several experiments, studies or centres of a multicentre trial. The commonly used test procedure to judge the evidence of a common overall effect can result in a considerable overestimation of the...
Persistent link: https://www.econbiz.de/10010316638
We distinguish between three types of outliers in a one-way random effects model. These are formally described in terms of their position relative to the main part of the observations. We propose simple rules for identifying such outliers and give an example which involves median-based statistics.
Persistent link: https://www.econbiz.de/10010316701
Price indices for heterogenous goods such as real estate or fine art constitute crucial information for institutional or private investors considering alternative investments in times of financial markets turmoil. Classical mean-variance analysis of alternative investments has been hampered by...
Persistent link: https://www.econbiz.de/10010318789
External corporate financing typically involves contracts presenting a majority of the financial risks of the entrepreneurial activity on the entrepreneur. In academic literature, this one-sided risk allocation is usually justified by the informational advantages and unobservable actions of the...
Persistent link: https://www.econbiz.de/10010319298
In survival analysis, Cox?s name is associated with the partial likelihood technique that allows consistent estimation of proportional hazard scale parameters without specifying a duration dependence baseline. In discrete choice analysis, McFadden?s name is associated with the generalized...
Persistent link: https://www.econbiz.de/10010260876
We formulate an empirical model of promotion with dynamic self-selection where the current promotion probability depends on the hierarchical level in the firm, individual human capital, unobserved (to the econometrician) individual specific attributes, time varying firm specific variables (firm...
Persistent link: https://www.econbiz.de/10010261773