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

Συγγραφείς: Ye, Zikun¹ (AUTHOR) zikunye@uw.edu, Zhang, Zhiqi² (AUTHOR) z.zhiqi@wustl.edu, Zhang, Dennis J.² (AUTHOR) denniszhang@wustl.edu, Zhang, Heng³ (AUTHOR) hengzhang24@asu.edu, Zhang, Renyu⁴ (AUTHOR) philipzhang@cuhk.edu.hk

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

Θεματικοί όροι: *Digital platforms, *Multivariable testing, Deep learning, Causal inference

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

Συγγραφείς: Chen, Hongyu¹ (AUTHOR) chenhy@mit.edu, Simchi-Levi, David¹ (AUTHOR) dslevi@mit.edu

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

Θεματικοί όροι: *Statistical hypothesis testing, Experimental design, Causal inference, Mathematical variables, Sampling methods

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

Συγγραφείς: Shi, Bowen¹ (AUTHOR) sbw22@mails.tsinghua.edu.cn, Mao, Xiaojie¹ (AUTHOR) maoxj@sem.tsinghua.edu.cn, Yang, Mochen² (AUTHOR) yang3653@umn.edu, Li, Bo¹ (AUTHOR) libo@sem.tsinghua.edu.cn

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

Θεματικοί όροι: *Empirical research, *Mathematical statistics, Machine learning, Causal inference, Inferential statistics, Statistical learning, Instrumental variables (Statistics)

EXPERIMENTATION IN ORGANIZATIONS: AN INTEGRATIVE REVIEW.

Συγγραφείς: CORBO, LEONARDO¹ leonardo.corbo@unibo.it, KATILA, RIITTA² rkatila@stanford.edu, VLACIĆ, BOŽIDAR^3,4 bvlacic@ucp.pt

Πηγή: Academy of Management Annals. Jul2026, Vol. 20 Issue 2, p562-594. 33p. 5 Color Photographs, 3 Charts.

Θεματικοί όροι: *Organizational learning, *Decision making, *Empirical research, *Organizational research, Causal inference, Experimental design

Proxy-Aided Demand Learning with an Application to Various Pricing Problems.

Συγγραφείς: Shen, Tao¹ (AUTHOR) shent_stats@hotmail.com, Cui, Yifan¹ (AUTHOR) cuiyf@zju.edu.cn

Πηγή: Operations Research. Mar/Apr2026, Vol. 74 Issue 2, p770-787. 18p.

Θεματικοί όροι: *Endogeneity (Econometrics), *Electronic commerce, Causal inference, Demand forecasting, Instrumental variables (Statistics)

Synthetic Interventions: Extending Synthetic Controls to Multiple Treatments.

Συγγραφείς: Agarwal, Anish¹ (AUTHOR) aa5194@columbia.edu, Shah, Devavrat² (AUTHOR) devavrat@mit.edu, Shen, Dennis³ (AUTHOR) dennis.shen@marshall.usc.edu

Πηγή: Operations Research. Mar/Apr2026, Vol. 74 Issue 2, p840-859. 20p.

Θεματικοί όροι: Causal inference, Counterfactuals (Logic), Policy analysis, Inferential statistics

Essays in Macroeconometrics and Firm Dynamics

Συγγραφείς: Wojciechowski, Robert

Thesis Advisors: Brownlees, Christian, Caggese, Andrea, Debortoli, Davide

Πηγή: TDX (Tesis Doctorals en Xarxa)

Θεματικοί όροι: Econometria, Econometrics, Econometría, Macroeconomia, Macroeconomics, Macroeconomía, Regressió Quantílica, Quantile Regression, Regresión Cuantílica, Productivitat, Productivity, Productividad, Inferència Causal, Causal Inference, Inferencia Causal, Política Pública, Public Policy, Dinàmica Empresarial, Firm Dynamics, Dinámica Empresarial, Macroeconometria, Macroeconometrics, Macroeconometría

Περιγραφή αρχείου: application/pdf

Σύνδεσμος πρόσβασης: https://hdl.handle.net/10803/698175

The Role of Conflict Processing in Multisensory Perception: Spatial and Temporal Dimensions

Συγγραφείς: Marly Pèlach, Adrià

Thesis Advisors: Soto Faraco, Salvador

Πηγή: TDX (Tesis Doctorals en Xarxa)

Θεματικοί όροι: Percepció, Perception, Percepción, Multisensorial, Multisensory, Electroencefalografia, Electroencephalography, Electroencefalografía, EEG, Control cognitiu, Cognitive control, Control cognitivo, Monitorització del conflicte, Conflict monitoring, Monitorización del conflicto, Inferència causal bayesiana, Bayesian causal inference, Inferencia causal bayesiana, Onda theta, Theta power, Temps de reacció, Reaction Time, Tiempo de reacción, RT, Ventrilòquia, Ventriloquist illusion, Ventriloquía, Percepció del ritme, Rate perception, Percepción del ritmo

Time: 616.8

Περιγραφή αρχείου: application/pdf

Σύνδεσμος πρόσβασης: https://hdl.handle.net/10803/697296

Host genetics shapes crypt niche colonisation by keystone gut bacteria, influencing metabolic health

Συγγραφείς: Morillo Sanz Dias, Felipe

Thesis Advisors: Baud, Amelie

Πηγή: TDX (Tesis Doctorals en Xarxa)

Θεματικοί όροι: Microbioma, Microbiome, Microbiota, Rata, Rat, Budell, Gut, Intestino, Bacteris, Bacteria, Bacterias, Bioinformàtica, Bioinformatics, Bioinformática, Heretabilitat, Heritability, 383,656, Genètica, Genetics, Genética, Inferència causal, Causal inference, Inferencia causal, Efectes poligènics, Polygenic effects, Efectos poligénicos, Gremis de co-abundància, Co-abundance guilds, Gremios de coabundancia, Xarxa, Network, Redes, Diversity, Diversidad, Anàlisi de la mediació, Mediation analysis, Análisis de mediación, Aleatorització mendeliana, Mendelian randomization, Aleatorización mendeliana, Efectes genètics agregats, Aggregate genetic effects, Efectos genéticos agregados, Cec, Caecum, Intestino ciego, Genètica de poblacions, Population genetics, Genética de poblaciones, Genètica quantitativa, Quantitative genetics, Genética cuantitativa

Περιγραφή αρχείου: application/pdf

Σύνδεσμος πρόσβασης: https://hdl.handle.net/10803/696724

Early Life Exposure to Environmental Chemicals and Neurodevelopment through Childhood and Adolescence

Συγγραφείς: Fabbri, Lorenzo

Thesis Advisors: Maitre, Léa, Vrijheid, Martine

Πηγή: TDX (Tesis Doctorals en Xarxa)

Θεματικοί όροι: Disruptors endocrins, Endocrine disruptors, Disruptores endocrinos, Cohort de naixements, Birth cohort, Cohorte de nacimiento, Neurodesenvolupament, Neurodevelopment, Desarrollo neurológico, Inferència causal, Causal inference, Inferencia causal, Multiòmica, Multi-omics, Multiómica

Περιγραφή αρχείου: application/pdf

Σύνδεσμος πρόσβασης: http://hdl.handle.net/10803/696358

Optimization of Prices and Promotions for an FMCG Distributor: Double Machine Learning and Decision-Focused Learning

Συγγραφείς: Rabimov, Nodir, Akhatov, Akmal, Xamidov, Munis M.

Πηγή: 2026 International Russian Automation Conference (RusAutoCon) Russian Automation Conference (RusAutoCon), 2026 International. :510-515 Sep, 2026

Relation: 2026 International Russian Automation Conference (RusAutoCon)

Randomised Controlled Evaluation of Incentive Mechanisms for Route-Choice Pricing in Mobile Urban Sensing

Συγγραφείς: Daniel, Mutembesa, Goncalves de Almeida, Filipe Miguel

Πηγή: 2026 IEEE 13th International Conference on Intelligent Systems (IS) Intelligent Systems (IS), 2026 IEEE 13th International Conference on. :1-7 Sep, 2026

Relation: 2026 IEEE 13th International Conference on Intelligent Systems (IS)

Bridging the Explainability Gap In Digital Marketing: A Structural Equation Model for Transparent Media Mix Modeling

Συγγραφείς: Novilla, Ashner Gerald, Vassileva, Julita

Πηγή: 2026 IEEE 13th International Conference on Intelligent Systems (IS) Intelligent Systems (IS), 2026 IEEE 13th International Conference on. :1-8 Sep, 2026

Relation: 2026 IEEE 13th International Conference on Intelligent Systems (IS)

A Causally Informed CNN-Ensemble Fusion Framework for Reddit-Based Mental Health Using Textual, Temporal, and Metadata Features

Συγγραφείς: Nazir, Umber, Kamarudin, Nur Shazwani, Majid, Mazlina Abdul, Moraffah, Raha, Ismail, Nur Hafieza, Nafis, Nur Syafiqah Mohd

Πηγή: 2026 IEEE 1st International Conference on Artificial Intelligence Implementation & Applications (ICAIIA) Artificial Intelligence Implementation & Applications (ICAIIA), 2026 IEEE 1st International Conference on. :208-213 Sep, 2026

Relation: 2026 IEEE 1st International Conference on Artificial Intelligence Implementation & Applications (ICAIIA)

Threshold-Gated Causal AI for Autonomous Stabilization of Acoustic Signals in Hearing-Aid Systems: A Dynamic, Interventional Formulation

Συγγραφείς: K, Sreenivasa, Rajapandiyan, Karthick

Πηγή: 2026 International Conference on Smart Systems for Electrical, Electronics, Communication and Computer Engineering (ICSSEECC) Smart Systems for Electrical, Electronics, Communication and Computer Engineering (ICSSEECC), 2026 International Conference on. :1-6 Aug, 2026

Relation: 2026 International Conference on Smart Systems for Electrical, Electronics, Communication and Computer Engineering (ICSSEECC)

Neuro Symbolic Trust Reasoning Model for Secure and Explainable Internet of Things Routing

Συγγραφείς: Gopalakrishnan, Vimal Girish, Dinesh, M., Simla, A.Jerrin, Balaji, T N, Vijayalakshmi, S., R, Ramachandran.

Πηγή: 2026 International Conference on Science Technology Engineering and Management (ICSTEM) Science Technology Engineering and Management (ICSTEM), 2026 International Conference on. :1-9 Aug, 2026

Relation: 2026 International Conference on Science Technology Engineering and Management (ICSTEM)

Causal Hypergraph Reinforcement Learning for Trust-Calibrated Intrusion Detection in 6G Networks

Συγγραφείς: Raj, M.Mohan, Bharathi, P Shyamala

Πηγή: 2026 International Conference on Science Technology Engineering and Management (ICSTEM) Science Technology Engineering and Management (ICSTEM), 2026 International Conference on. :1-8 Aug, 2026

Relation: 2026 International Conference on Science Technology Engineering and Management (ICSTEM)

Machine Generated Operational Knowledge Discovery from Large Scale Industrial Internet Eco Systems

Συγγραφείς: Basha, Sk. Rabbani, Prasanth, B. Venkata, Al-Qerem, Ahmad, Sahitya, Pinnamaraju, Swaraj, P.Prathibha, Sunasundram, Siva

Πηγή: 2026 International Conference on Science Technology Engineering and Management (ICSTEM) Science Technology Engineering and Management (ICSTEM), 2026 International Conference on. :01-09 Aug, 2026

Relation: 2026 International Conference on Science Technology Engineering and Management (ICSTEM)

Discovering Hidden Pathophysiological Relationships Through Multimodal Medical Causal Inference

Συγγραφείς: K, Ashokkumar, Varalakshmi, K., Zaid, Ali Hussein Ali Abu, Santoso, Alexander Halim, Reddy, P Chandra Sekhar, Kumar, ATA Kishore

Πηγή: 2026 International Conference on Science Technology Engineering and Management (ICSTEM) Science Technology Engineering and Management (ICSTEM), 2026 International Conference on. :1-9 Aug, 2026

Relation: 2026 International Conference on Science Technology Engineering and Management (ICSTEM)

CAL-IoT: A Causal Attention Framework for Robust and Explainable Intrusion Detection in IoT Networks

Συγγραφείς: Sun, Liming, Li, Jie, Li, Mengting, Ma, JinLi, Sun, Runze, Sun, Haiyang, Wang, Xingwei

Πηγή: 2026 IEEE International Conference on Smart Internet of Things (SmartIoT) SMARTIOT Smart Internet of Things (SmartIoT), 2026 IEEE International Conference on. :363-370 Aug, 2026

Relation: 2026 IEEE International Conference on Smart Internet of Things (SmartIoT)