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The randomized controlled trial (RCT) has been a heavily utilized research tool in medicine for over 60 years. Since the early 2000's, large-scale RCTs have been used in increasingly large numbers in the social sciences to evaluate questions of both policy and theory. The early economics...
Persistent link: https://www.econbiz.de/10010692132
The official statistics faces multiple challenges in the current economic and social context, influenced by significant factors such as globalization, knowledge, climatic changes, data-related considerations, information needs of various user groups.
Persistent link: https://www.econbiz.de/10010633855
The standard mixed estimation method allows the incorporation of linear stochastic constraints into the estimation of a … linear regression model. The present paper shows how the method can be adapted and extended to accommodate nonlinearities in …
Persistent link: https://www.econbiz.de/10005763404
Persistent link: https://www.econbiz.de/10009725302
partial identification to deal with the biases that currently plague the estimation of realized covariance and correlation. …
Persistent link: https://www.econbiz.de/10010200953
The paper focuses on establishing causation in regression analysis in observational settings. Simple static regression analysis cannot establish causality in the absence of a priori theory on possible causal mechanisms or controlled and randomized experiments. However, two regression based...
Persistent link: https://www.econbiz.de/10013113540
The problem of estimation of realized correlation, which is analogous to realized covariance, is compounded by effects …
Persistent link: https://www.econbiz.de/10013082359
In this study we present a closed form solution to the moments and, in particular, correlation of two log-normally distributed random variables, when the underlying log-normal distribution is potentially truncated or censored at both tails. The closed form solution that we derive also covers the...
Persistent link: https://www.econbiz.de/10013075564
The purpose of the paper is to discuss ten things potential users should know about the limits of the Dynamic Conditional Correlation (DCC) representation for estimating and forecasting time-varying conditional correlations. The reasons given for caution about the use of DCC include the...
Persistent link: https://www.econbiz.de/10009776381
Outliers can have a considerable influence on the conventional measure of covariance, which may lead to a misleading … conventional measure of covariance can be heavily influenced in the presence of outliers. This paper proposes an intuitively … appealing and easily computable robust measure of covariance based on the median and compares it with some existing robust …
Persistent link: https://www.econbiz.de/10010595304