Search Results - subject:"observational data"

Estimating causal effects with observational data: Guidelines for agricultural and applied economists

Henningsen, Arne; Low, Guy; Wuepper, David; Dalhaus, Tobias - 2024

empirical studies in agricultural and applied economics use observational data. However, estimating causal effects with … observational data requires appropriate research designs and convincing identification strategies, which are usually very difficult … agricultural and applied economics to estimate causal effects with observational data. It then provides advice and guidelines for …

Persistent link: https://www.econbiz.de/10015165791

Mitigating estimation risk: A datadriven fusion of experimental and observational data

Blasques, Francisco; Gorgi, Paolo; Koopman, Siem Jan; … - 2024

accumulate observational data which oftentimes cannot be used to measure causal effects of marketing campaigns due to endogeneity … instrument-free exogeneity test designed to assess whether the observational data is significantly endogenous and experimentation …

Persistent link: https://www.econbiz.de/10015165818

Estimating causal effects with observational data guidelines for agricultural and applied economists

Henningsen, Arne; Low, Guy; Wuepper, David; Dalhaus, Tobias - 2024

Persistent link: https://www.econbiz.de/10015162983

Mitigating estimation risk : a datadriven fusion of experimental and observational data

Blasques, Francisco; Gorgi, Paolo; Koopman, Siem Jan; … - 2024

Persistent link: https://www.econbiz.de/10015133676

War violence, nationalism, and party support: Evidence from Italy

Lemoli, Giacomo; Gennaro, Gloria - 2023

Under what conditions can legacies of past violence shape political behaviour? We propose a theory of how war victimization defines attitudes over the long run, and how these can be activated by changes in the political environment. We argue that exposure to violence by members of a different...

Persistent link: https://www.econbiz.de/10014477518

War violence, nationalism, and party support : evidence from Italy

Lemoli, Giacomo; Gennaro, Gloria - 2023

Persistent link: https://www.econbiz.de/10013548944

Assessing real-world effectiveness of therapies: What is the impact of incretin-based treatments on hospital use for patients with type 2 diabetes?

Bussiere, Clémence; Chauvin, Pauline; Josselin, Jean-Michel - In: Health Economics Review 12 (2022) 1, pp. 1-9

Background: Managing type 2 diabetes represents a major public health concern due to its important and increasing prevalence. Our study investigates the impact of taking incretin-based medication on the risk of being hospitalized and the length of hospital stay for individuals with type 2...

Persistent link: https://www.econbiz.de/10014489785

Simple yet sharp sensitivity analysis for unmeasured confounding

Peña, Jose M. - In: Journal of Causal Inference 10 (2022) 1, pp. 1-17

Abstract We present a method for assessing the sensitivity of the true causal effect to unmeasured confounding. The method requires the analyst to set two intuitive parameters. Otherwise, the method is assumption free. The method returns an interval that contains the true causal effect and whose...

Persistent link: https://www.econbiz.de/10014610920

Assessing real-world effectiveness of therapies : what is the impact of incretin-based treatments on hospital use for patients with type 2 diabetes?

Bussiere, Clémence; Chauvin, Pauline; Josselin, Jean-Michel - In: Health economics review 12 (2022) 1, pp. 1-9

Background Managing type 2 diabetes represents a major public health concern due to its important and increasing prevalence. Our study investigates the impact of taking incretin-based medication on the risk of being hospitalized and the length of hospital stay for individuals with type 2...

Persistent link: https://www.econbiz.de/10013491000

Ambiguous dynamic treatment regimes : a reinforcement learning approach

Saghafian, Soroush - 2021 - Version: December 8, 2021

A main research goal in various studies is to use an observational data set and provide a new set of counterfactual …

Persistent link: https://www.econbiz.de/10012803079