Search Results - "Inference"

Deep Learning-Based Causal Inference for Large-Scale Combinatorial Experiments: Theory and Empirical Evidence.

Authors: Ye, Zikun Zhang, Zhiqi Zhang, Dennis J. et al.

Source: Management Science (INFORMS). Jul2026, Vol. 72 Issue 7, p5611-5634. 24p.

What, Why, and How: An Empiricist's Guide to Double/Debiased Machine Learning.

Authors: Shi, Bowen Mao, Xiaojie Yang, Mochen et al.

Source: Information Systems Research (INFORMS). Jun2026, Vol. 37 Issue 2, p1259-1275. 17p.

Experimentation in Organizations: An Integrative Review.

Authors: Corbo, Leonardo Katila, Riitta VlaČiĆ, Božidar

Source: Academy of Management Annals. May2026, p1-33. 33p.

Efficient Switchback Experiments with Surrogate Variables: Estimation and Experimental Design.

Authors: Chen, Hongyu Simchi-Levi, David

Source: Management Science (INFORMS). Jun2026, Vol. 72 Issue 6, p4854-4870. 17p.

Toward Replication-Robust Analytics Markets.

Authors: Falconer, Thomas Kazempour, Jalal Pinson, Pierre

Source: INFORMS Journal on Data Science. Apr/May2026, Vol. 5 Issue 2, p155-170. 16p.

Inference in Higher Order Undirected Graphical Models and Binary Polynomial Optimization.

Authors: Khajavirad, Aida Wang, Yakun

Source: INFORMS Journal on Computing. Jan/Feb2026, Vol. 38 Issue 1, p295-314. 20p.

The Causal Inference Problem: When Can Managers Use Data to Inform Decisions and How Can Organization Design Help Them?

Authors: Ryall, Michael D. Sorenson, Olav

Source: Academy of Management Review. Oct2025, p1-25. 25p.

An Evaluation of Difference-in-Differences Methods Using Placebo Event Studies.

Authors: Coglianese, John Fang, Jade A.

Source: Working Papers: U.S. Federal Reserve Board's Finance & Economic Discussion Series. Jun2026, p1-33. 34p.

When to Use Counterfactuals in Causal Historiography: Methods for Semantics and Inference.

Authors: Jeong, Tay¹ (AUTHOR) tay.jeong@mail.mcgill.ca

Source: Sociological Methods & Research. May2026, Vol. 55 Issue 2, p375-404. 30p.

Cause-effect discovery in hydrometeorological systems: evaluation of causal discovery methods.

Authors: Yadav, Vivek Kumar Peel, Murray C. Fowler, Keirnan et al.

Source: Hydrology & Earth System Sciences. 2026, Vol. 30 Issue 11, p3455-3496. 42p.

Subject Terms: *Causal inference, *Hydrometeorology, *Climatic zones, *Forecasting, *Machine learning

Alarm Event Prediction Based on Structural Causal Model in Smart Substation.

Authors: Lu, Xiang Chen, Youwei Fu, Yijia et al.

Source: Energies (19961073). May2026, Vol. 19 Issue 10, p2296. 21p.

Subject Terms: *Causal inference, *Situational awareness, *Causal models, *Condition-based maintenance, *Deep learning, *Electric substations, *Fault diagnosis

Unraveling the time-varying asymmetric impact of fossil fuel price volatility on high cleantech investments.

Authors: Özkan, Oktay Adebayo, Tomiwa Sunday

Source: Environment, Development & Sustainability. May2026, Vol. 28 Issue 5, p11525-11548. 24p.

Subject Terms: *Clean energy investment, *Causal inference, *Government policy, *Quantile regression, *Energy economics, *Energy industries

The Impact of Uncertainty on Foreign Direct Investment: A Time-Varying Causality Analysis.

Alternate Title: Belirsizliğin Doğrudan Yabancı Yatırımlar Üzerindeki Etkisi: Zamanla Değişen Nedensellik Analizi.

Authors: AVCI, Bağdat Sıla¹ bsilaavci@gmail.com

Source: Kafkas University, Journal of Economics & Administrative Sciences Faculty / Kafkas Üniversitesi Iktisadi ve Idari Bilimler Fakültesi Dergisi. Jun2026, Vol. 17 Issue 33, p294-316. 23p.

Measuring the Return to Online Advertising: Estimation and Inference of Endogenous Treatment Effects.

Authors: Khan, Shakeeb Nekipelov, Denis Rao, Justin

Source: Econometrics (2225-1146). Jun2026, Vol. 14 Issue 2, p24. 21p.

Why Randomized HR Evaluations May Mislead Managers: The Role of Treatment–Trait Interactions in Outcome Construction.

Authors: Hamori, Shigeyuki^1,2 (AUTHOR)

Source: Businesses. Jun2026, Vol. 6 Issue 2, p23. 14p.

Counterfactual multi-agent reinforcement learning for causal defect analysis in manufacturing environments.

Authors: Srivastava, Sudhanshu Aqlan, Faisal Parikh, Pratik J. et al.

Source: International Journal of Production Research. Jul2026, p1-22. 22p. 9 Illustrations.

Unveiling Human Bias in Sequential Decision Making: A Causal Inference Approach for Stochastic Service Systems.

Authors: Cochran, Amy L. David, Juan C. Zayas-Cabán, Gabriel

Source: Stochastic Systems (INFORMS). Jun2026, Vol. 16 Issue 2, p186-209. 24p.

Double/debiased machine learning for causal inference on survival function: an application to the role of e-learning programme on unemployment duration.

Authors: Kabata, Daijiro Shintani, Mototsugu

Source: Applied Economics Letters. May2026, p1-9. 9p. 3 Illustrations.

Meat taxation and the export margin: evidence from Denmark’s fat tax.

Authors: Ji, Jeong Hun Lee, Sang Hyeon

Source: Applied Economics. May2026, p1-18. 18p. 4 Illustrations.

Data marketization, monetary policy uncertainty, and enterprise total factor productivity.

Authors: Sun, Guanglin Chen, Ying Liu, Xiaofeng

Source: Applied Economics. May2026, p1-17. 17p. 2 Illustrations.