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Sequential Matching Estimation of Dynamic Causal Models

Lechner, Michael - 2021

This paper proposes sequential matching and inverse selection probability weighting to estimate dynamic causal effects …. The sequential matching estimators extend simple, matching estimators based on propensity scores for static causal … estimators perform well in small and medium size samples. Based on the application of the sequential matching estimators to an …

Persistent link: https://www.econbiz.de/10013319454

Identification and estimation of causal effects of multiple treatments under the conditional independence assumption

Lechner, Michael - 1999

the approach retains its basic simplicity. The paper also outlines a matching estimator potentially suitable in that …

Persistent link: https://www.econbiz.de/10011317474

Identification and Estimation of Causal Effects of Multiple Treatments Under the Conditional Independence Assumption

Lechner, Michael - 1999

approach retains its basic simplicity. The paper also outlines a matching estimator potentially suitable in that framework …

Persistent link: https://www.econbiz.de/10014185533

Adaptive Intelligent Behavior and Causal Entropy Maximization as a Basis for Microeconomic Information Recovery

Judge, George - 2014

In this paper we emphasize the connection between adaptive intelligent behavior, causal entropy maximization and self-organized equilibrium seeking behavior in an open dynamic micro economic systems. This entropy based causal adaptive behavior framework permits the use of information theoretic...

Persistent link: https://www.econbiz.de/10014144114

Intellectual property rights protection, foreign direct investment and economic growth in Malaysia : an ARDL bound test approach

Rozilee Asid; Mori Kogid; Dullah Mulok; Jaratin Lily - In: Asian Journal of Empirical Research 2 (2012) 2, pp. 9-19

The main objective of present study is to investigate the implications of intellectual property rights (IPR) protection on foreign direct investment and economic growth in Malaysia. We used the ARDL bounds testing approach to cointegration for long run relationship between the variables....

Persistent link: https://www.econbiz.de/10009721099

Linkages between investment flows and financial development : causality evidence from selected African countries

Asongu, Simplice A. - 2012

Purpose - This paper introduces previously missing financial components(efficiency, activity and size) in the assessment of the finance-investment nexus. Design/methodology/approach - VAR models in the perspectives of VECM and short-run Granger causality are employed. Usage of optimally...

Persistent link: https://www.econbiz.de/10011410059

Machine Learning and Causality : The Impact of Financial Crises on Growth

Tiffin, Andrew - 2019

Machine learning tools are well known for their success in prediction. But prediction is not causation, and causal discovery is at the core of most questions concerning economic policy. Recently, however, the literature has focused more on issues of causality. This paper gently introduces some...

Persistent link: https://www.econbiz.de/10012858391

Linear and Non-Linear Granger Causality between Oil Spot and Futures Prices : A Wavelet Based Test

Alzahrani, Mohammed - 2014

This study is the first attempt to investigate both the linear and non-linear Granger causality between wavelet transformed spot and futures oil prices. Our findings consistently indicate bidirectional causality between the spot and futures oil markets at different time scales, under linear and...

Persistent link: https://www.econbiz.de/10013051470

The impact of macroeconomic factors on food price inflation : an evidence from India

Samal, Asharani; Ummalla, Mallesh; Goyari, Phanindra - In: Future Business Journal 8 (2022), pp. 1-14

The present study investigates the impact of macroeconomic factors on food price inflation in India utilizing the monthly time series during January 2006-March 2019. The long-run relationship is confirmed among the variables using the ARDL bounds testing approach to cointegration. The...

Persistent link: https://www.econbiz.de/10013273751

Linkages between Investment Flows and Financial Development : Causality Evidence from Selected African Countries

Asongu, Simplice - 2015

Purpose - This paper introduces previously missing financial components (efficiency, activity and size) in the assessment of the finance-investment nexus. Design/Methodology/Approach - VAR models in the perspectives of VECM and short-run Granger causality are employed. Usage of optimally...

Persistent link: https://www.econbiz.de/10013032577

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