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High breakdown-point regression estimators protect against large errors and data con- tamination. We generalize the concept of trimming used by many of these robust estima- tors, such as the least trimmed squares and maximum trimmed likelihood, and propose a general trimmed estimator, which...
Persistent link: https://www.econbiz.de/10011090581
High breakdown-point regression estimators protect against large errors and data con- tamination. Motivated by some { the least trimmed squares and maximum trimmed like- lihood estimators { we propose a general trimmed estimator, which unifies and extends many existing robust procedures. We...
Persistent link: https://www.econbiz.de/10011092408
This paper analyzes the differences on the proportion of temporary employees in the Spanish manufacturing sector according to firm ownership nationality. Standard censored Tobit and Heckman sample selection models are estimated using data from the Survey on Managerial Strategies (ESSE) in the...
Persistent link: https://www.econbiz.de/10004991554
The least squares estimator is probably the most frequently used estimation method in regression analysis. Unfortunately, it is also quite sensitive to data contamination and model misspecification. Although there are several robust estimators designed for parametric regression models that can...
Persistent link: https://www.econbiz.de/10005738164
The least squares estimator is probably the most frequently used estimation method in regression analysis. Unfortunately, it is also quite sensitive to data contamination and model misspecification. Although there are several robust estimators designed for parametric regression models that can...
Persistent link: https://www.econbiz.de/10005119143
Persistent link: https://www.econbiz.de/10005178802
Bergin and Lipman (1996) show that the refinement effect from the random mutations in the adaptive dynamics in Kandori, Mailath and Rob (1993) and Young (1993) is due to restrictions on how these mutation rates vary across population states. We here model these mutation rates as endogenously...
Persistent link: https://www.econbiz.de/10005670119
The author estimates the relationship between the provincial credit ratimgs, as assessed by Standard & Poor' and a number of economic variables, using the ordered probit methodology.
Persistent link: https://www.econbiz.de/10005673291
In this paper, we study maximum likelihood estimation and Lagrange multiplier testing of a one-way error components regression model suitable for incomplete panel and including parametrically specified variance functions for both individual-specific and general error disturbances.
Persistent link: https://www.econbiz.de/10005478910
International trade is a principle transmission mechanism by which developments in one country can have repercussions in others and how it is modelled is an important part of any multi-country model. This paper describes recent estimation work carried out by the OECD, which respecifies and...
Persistent link: https://www.econbiz.de/10005046180