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treatment effect estimation and, more generally, in matching problems. RRP is a Monte Carlo procedure that randomly generates …
Persistent link: https://www.econbiz.de/10014057923
A new matching method is proposed for the estimation of the average treatment effect of social policy interventions (e … effect is estimated in each tree by matching treated and untreated in the same terminal nodes. The final estimator of the …
Persistent link: https://www.econbiz.de/10014068505
Infra-monthly time series have increasingly appeared on the radar of official statistics in recent years, mostly as a consequence of a general digital transformation process and the outbreak of the COVID-19 pandemic in 2020. Many of those series are seasonal and thus in need for seasonal...
Persistent link: https://www.econbiz.de/10014077815
This paper provides a survey of the recent literature dealing with I(2) variables in economic time series, that is, processes that require to be differenced twice in order to become stationary. With reference to particular models intuition is provided of why I(2) and polynomial cointegration are...
Persistent link: https://www.econbiz.de/10014112218
We show how using censored regressors leads to expansion bias, or estimated effects that are proportionally too large. We show the necessity of this effect in bivariate regression and illustrate the bias using results for normal regressors. We study the bias when there is a censored regressor...
Persistent link: https://www.econbiz.de/10014029676
We derive the asymptotic sampling distribution of various estimators frequently used to order distributions in terms of poverty, welfare and inequality. This includes estimators of most of the poverty indices currently in use, as well as estimators of the curves used to infer stochastic...
Persistent link: https://www.econbiz.de/10014065360
Estimated labor supply functions are important tools when designing an optimal income tax or calculating the effect of tax reforms. It is therefore of large importance to use estimation methods that give reliable results and to know their properties. In this paper Monte Carlo simulations are...
Persistent link: https://www.econbiz.de/10014444063
In this paper we use structured population models to study the evolution of the abundance of a deep-sea shark stock of the Spiny dog fish species, Squalus acanthias. We only consider the female population divided into three length classes based on the characteristics of the species' development....
Persistent link: https://www.econbiz.de/10014189364
Analysts associated with the Cowles Commission attached great importance to the distinction between structural and reduced-form models: in their view structural models, but not reduced-form models, allow the analysis of causal relations. They did not present clear justification for this view....
Persistent link: https://www.econbiz.de/10012177106
The paper provides probability estimates of the state of the GDP growth. A regime-switching model defines the probability of the Greek GDP being in boom or recession. Then probit models extract the predictive information of a set of explanatory (economic and financial) variables regarding the...
Persistent link: https://www.econbiz.de/10011312197