Výsledky vyhledávání - "causal inference"

CAUSAL INFERENCE GROUNDED IN CAUSAL DIAGRAMS: BENEFITS, LIMITATIONS, AND OPPORTUNITIES FOR THE INFORMATION SYSTEMS FIELD.

Autoři: Tafti, Ali Shmueli, Galit

Zdroj: MIS Quarterly. Jun2025, Vol. 49 Issue 2, p409-428. 20p. 6 Color Photographs.

Témata: *ECONOMETRICS, *STATISTICAL correlation, CAUSAL inference, DIRECTED acyclic graphs, RESEARCH in information science

Causal inference methods for generating evidence on the effects of health interventions

Autoři: Velasco Regulez, Borja

Thesis Advisors: Cerquides Bueno, Jesús

Zdroj: TDX (Tesis Doctorals en Xarxa)

Témata: Inferència causal en salut, Causal inference in health, Inferencia causal en salud, Avaluació tecnologia sanitaria, Health technology assessment, Evaluación tecnología sanitari, Ciències Experimentals

Popis souboru: application/pdf

Přístupová URL adresa: http://hdl.handle.net/10803/693844

A Structural Change Detection Method Integrating Causal Inference and Deep Learning.

Autoři: Liu, Tong Liu, Hualin

Zdroj: International Journal of Pattern Recognition & Artificial Intelligence. Dec2025, Vol. 39 Issue 16, p1-19. 19p.

Témata: *SYSTEM analysis, CAUSAL inference, DEEP learning, GRAPH neural networks, CAUSAL models, CHANGE-point problems

Semiparametric localized principal stratification analysis with continuous strata Open Access.

Autoři: Zhang, Yichi Yang, Shu

Zdroj: Journal of the Royal Statistical Society: Series B (Statistical Methodology). Nov2025, Vol. 87 Issue 5, p1655-1677. 23p.

Témata: *ESTIMATION theory, CAUSAL inference, COPULA functions, CAUSAL models

Metrics methods for scholarship on teaching and learning in economics.

Autoři: Stock, Wendy A.¹ (AUTHOR) wstock@montana.edu

Zdroj: Journal of Economic Education. Nov2025, p1-9. 9p.

Témata: *ECONOMETRICS, *ECONOMICS education, *REGRESSION discontinuity design, CAUSAL inference, CAUSAL models, INSTRUMENTAL variables (Statistics), COMPARATIVE studies, SCHOLARLY method

Two-stage approach to causality analysis-based quality problem solving for discrete manufacturing systems.

Autoři: Wang, Haonan Xu, Yuming Peng, Tao a další

Zdroj: Journal of Engineering Design. Nov2025, Vol. 36 Issue 11, p1879-1903. 25p.

Témata: *PROBLEM solving, *TECHNOLOGICAL complexity, *MANUFACTURING processes, *MANUFACTURING industries, *BAYESIAN analysis, CAUSAL inference, CAUSATION (Philosophy)

Pre-trends matter for estimating the causal effect of the WTO on bilateral trade.

Autoři: Shepherd, Ben Shingal, Anirudh

Zdroj: Applied Economics Letters. Nov2025, p1-5. 5p. 1 Illustration.

Témata: *BILATERAL trade, *GRAVITY model (Social sciences), *TRADE regulation, CAUSAL inference, CAUSATION (Philosophy), BORDER crossing

Korporace: WORLD Trade Organization

What to do with a mediating and confounding variable that is partly a mediator and partly a confounder in causal inference.

Autoři: Takahashi, Masayoshi¹ (AUTHOR) mtakahashi615@g.chuo-u.ac.jp

Zdroj: Communications in Statistics: Simulation & Computation. Oct2025, p1-24. 24p. 8 Illustrations.

Témata: *EMPIRICAL research, *MONTE Carlo method, CAUSAL inference, CONFOUNDING variables, STATISTICAL bias, MULTIPLE imputation (Statistics)

Breaking the Loop: Causal Learning to Mitigate Echo Chambers in Social Networks.

Autoři: Yu, Dianer Li, Qian Huo, Huan a další

Zdroj: ACM Transactions on Information Systems. Nov2025, Vol. 43 Issue 6, p1-27. 27p.

Témata: *SOCIAL networks, *RECOMMENDER systems, SEQUENTIAL learning, CAUSAL inference, INFORMATION dissemination

Causal Inference for Multi-Criteria Rating Recommender Systems.

Autoři: Guo, Zhihao Song, Peng Feng, Chenjiao a další

Zdroj: ACM Transactions on Information Systems. Nov2025, Vol. 43 Issue 6, p1-30. 30p.

Témata: CAUSAL inference, REPRESENTATIONS of graphs, STRUCTURAL models, PREDICTION models, HETEROGENEITY

Causal Variational Inference for Deconfounded Multi-Behavior Recommendation.

Autoři: Chen, Yuzhe Cao, Jie Wang, Youquan a další

Zdroj: ACM Transactions on Information Systems. Nov2025, Vol. 43 Issue 6, p1-26. 26p.

Témata: CAUSAL inference, AUTOENCODERS, SOCIAL influence, COMMON variable immunodeficiency, PREDICTION models

Causality-Inspired Fair Representation Learning for Multimodal Recommendation.

Autoři: Chen, Weixin Chen, Li Ni, Yongxin a další

Zdroj: ACM Transactions on Information Systems. Nov2025, Vol. 43 Issue 6, p1-29. 29p.

Témata: *RECOMMENDER systems, CAUSAL inference, SOURCE code, CAUSATION (Philosophy), CAUSAL models

Debiased Recommendation via Wasserstein Causal Balancing.

Autoři: Wang, Hao Chen, Zhichao Zhang, Honglei a další

Zdroj: ACM Transactions on Information Systems. Nov2025, Vol. 43 Issue 6, p1-24. 24p.

Témata: CAUSAL inference, USER experience, DIGITAL technology

Inference with a Single Treated Cluster.

Autoři: Hagemann, Andreas¹ (AUTHOR)

Zdroj: Review of Economic Studies. Nov2025, Vol. 92 Issue 6, p3968-3994. 27p.

Témata: *EMPIRICAL research, *MATHEMATICAL statistics, *STATISTICAL hypothesis testing, INFERENTIAL statistics, CAUSAL inference, INFERENCE (Logic), ROBUST statistics

Investigating lived ostracism: valid causal inference requires articulating the causal estimand.

Autoři: Ren, Dongning Stavrova, Olga van Beest, Ilja a další

Zdroj: Journal of Social Psychology. Oct2025, p1-8. 8p.

Témata: *DATA analysis, CAUSAL inference, RESEARCH methodology, CAUSATION (Philosophy), SOCIAL isolation, SOLITUDE

Testing for average treatment effects in choice-based samples.

Autoři: Akashi, Kentaro Horie, Tetsushi

Zdroj: Econometric Reviews. Oct2025, p1-24. 24p. 3 Illustrations.

Témata: *SUBSIDIES, *NONPROBABILITY sampling, CAUSAL inference, ECONOMIC conditions in China, PROPENSITY score matching, TREATMENT effectiveness

Geografický termín: CHINA

A general framework on conditions for constraint‐based causal learning.

Autoři: Teh, Kai Z. Sadeghi, Kayvan Soo, Terry

Zdroj: Scandinavian Journal of Statistics. Dec2025, Vol. 52 Issue 4, p2209-2241. 33p.

Témata: *MARKOV processes, CAUSAL inference, CONSTRAINT satisfaction

An Undergraduate Course on the Statistical Principles of Research Study Design.

Autoři: Kennedy-Shaffer, Lee^1,2 (AUTHOR) Lee.kennedy-shaffer@yale.edu

Zdroj: American Statistician. Nov2025, Vol. 79 Issue 4, p520-528. 9p.

Témata: *EMPIRICAL research, *STATISTICAL sampling, EXPERIMENTAL design, CAUSAL inference, SCIENTIFIC observation, UNDERGRADUATE education, STATISTICAL literacy

High Dimensional Discrete Choice Models With Interactive Fixed Effects Applied to Causal Inference.

Autoři: Chen, Ye Miao, Ke Su, Liangjun

Zdroj: Journal of Applied Econometrics. Oct2025, p1. 19p. 2 Illustrations.

Témata: *DISCRETE choice models, *SIMULATION methods & models, CAUSAL inference, COUNTERFACTUALS (Logic)

The Impact of Data Element Marketization on Labor Income Share: Quasi-Natural Experiment Evidence from the Establishment of Data Trading Platforms in China.

Autoři: Li, Baoqi Zheng, Jie Jiang, Jing

Zdroj: Emerging Markets Finance & Trade. Nov2025, p1-18. 18p. 7 Illustrations.

Témata: *INCOME distribution, *CORPORATE power, *INFORMATION economy, CAUSAL inference, DATA brokers, SCIENTIFIC observation

Geografický termín: CHINA