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EU Merger Policy Predictability Using Random Forests

https://doi.org/10.2139/ssrn.3374371
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1 of 18 checkable references need attention · checked 2026-08-28

At the dated check, the references listed below either did not resolve in Crossref or DataCite, or carried a retraction notice. Each one is shown with the registry record that put it there.

13 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.

References needing attention

does not resolve to a known work10.1007/b94608_8
The 17 checked references that resolve
resolves10.2139/ssrn.2844402
Does Merger Policy Converge after the 2004 European Union Reforms
resolves10.1007/s11151-010-9254-8
Comparing Merger Policies in the European Union and the United States
resolves10.1016/j.ijindorg.2005.08.006
An econometric analysis of the European Commission's merger decisions
resolves10.2139/ssrn.2611775
Behavior Revealed in Mobile Phone Usage Predicts Loan Repayment
resolves10.1111/jels.12176
Is E.U. Merger Control Used for Protectionism? An Empirical Analysis
resolves10.1023/A:1010933404324
Random Forests
resolves10.1257/aer.p20161029
Productivity and Selection of Human Capital with Machine Learning
resolves10.1111/ecoj.12081
An Empirical Assessment of the 2004 EU Merger Policy Reform
resolves10.1016/j.euroecorev.2011.04.003
How effective is European merger control?
resolves10.1086/519812
The Political Economy of European Merger Control: Evidence using Stock Market Data
resolves10.3386/w23180
Human Decisions and Machine Predictions
resolves10.1257/aer.p20151023
Prediction Policy Problems
resolves10.18637/jss.v028.i05
Building Predictive Models in <i>R</i> Using the <b>caret</b> Package
resolves10.1111/j.1467-9396.2004.00447.x
Reform of European Merger Policy
resolves10.1007/s11151-018-9645-9
Fifty is the New Forty: EU Merger Policy Permits Higher Market Shares After the 2004 Reform
resolves10.1016/j.ijindorg.2012.08.002
Investigating transatlantic merger policy convergence
resolves10.7717/peerj.4352/table-3
Table 3: ROC AUC values from the leave one out cross validation ROC AUC for assessing TdeP risk only across all data-sets for all models considered.
The 13 references without a DOI — listed, not checked
no DOI — not checkedDIW Berlin Data Documentation 95
no DOI — not checkedref2
no DOI — not checkedref10
no DOI — not checkedA Decade of Ex-post Merger Policy Evaluations: A Progress Report
no DOI — not checkedThe Need for Certainty and Predictability in the Application of the Merger Law
no DOI — not checkedSearching for a Modernized Voice: Economics, Institutions, and Predictability in European Competition Law
no DOI — not checkedDoes Merger Control Work? A Retrospective on U.S. Enforcement Actions and Merger Outcomes
no DOI — not checkedClassification and Regression by randomForest
no DOI — not checkedIs EU Merger Policy Less Stringent After Its 2004 Reform?
no DOI — not checkedref25
no DOI — not checkedTransatlantic Divergence in GE/Honeywell: Causes and Lessons
no DOI — not checkedref28
no DOI — not checkedPrecedent, Public Policy and Predictability
What this badge says. CiteStamped means the CHECKABLE references of this work were clean at the dated check: each resolved to a known work in a public registry, and none carried a retraction notice at that time. It says nothing about the quality, findings, or importance of the work itself, and nothing about references deposited without a DOI.

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