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Methodology & Statistics — Research Papers | Faculti

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Methodology & Statistics

Research methods, study designs, and statistical techniques for data analysis.

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94,125Articles

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Public Health & Epidemiology Chronic & Non-Communicable Diseases Mental & Behavioral Health Artificial Intelligence & Machine Learning Epidemiology & Public Health Maternal & Child Health Clinical Research & Trials Machine Learning Methods

structural equation modellingstructural equation modelfactor analysisexploratory factor analysislatent class analysispath analysismultilevel analysislongitudinal analysistime series analysisjoinpoint regressionpoisson regressionrestricted cubic splinegeneralized method of momentssensitivity analysissimulation study

Articles published on Methodology & Statistics

94,125 results

8 Mar 2026|10.1515/lingty-2025-0050

Over-representation of phonological features in basic vocabulary doesn't replicate when controlling for spatial and phylogenetic effects

Frederic Blum2025·arXiv Preprint

27 Dec 2025|10.1093/jnci/djaf379

Making human derived data FAIR: feedback from NCI office of data sharing workshop.

Medicine

Ghosh; Mousumi; Huang; Ying; Basehore + 8 more2025·Journal of the National Cancer Institute

11 Jan 2026|arxiv:2507.11764

AI Wizards at CheckThat! 2025: Enhancing Transformer-Based Embeddings with Sentiment for Subjectivity Detection in News Articles

Matteo Fasulo; Luca Babboni; Luca Tedeschini2025·arXiv Preprint

13 Jan 2026|arxiv:2507.21119

Pre-, In-, and Post-Processing Class Imbalance Mitigation Techniques for Failure Detection in Optical Networks

Yousuf Moiz Ali; Jaroslaw E. Prilepsky; Nicola Sambo; João Pedro; Mohammad M. Hosseini; Antonio Napoli; Sergei K. Turitsyn; Pedro Freire2025·arXiv Preprint

30 Dec 2025|10.3389/fpsyt.2025.1681673

Perinatal compassion focused therapy for mothers with mental health difficulties: a study protocol for a multisite and mixed methods feasibility and acceptability study.

Medicine

Millard-Brewer; Leah A; Smith; Debbie M; Wan + 2 more2025·Frontiers in psychiatryTier 2

25 Feb 2026|arxiv:2509.06977

Toward Reproducible Cross-Backend Compatibility for Deep Learning: A Configuration-First Framework with Three-Tier Verification

Zehua Li2025·arXiv Preprint

3 Apr 2026|10.3390/s25010205

Issues and Limitations on the Road to Fair and Inclusive AI Solutions for Biomedical Challenges

Oliver Faust; Massimo Salvi; Prabal Datta Barua et al.2025·SensorsTier 1

6 Mar 2026|arxiv:2503.04556

Compositional Causal Reasoning Evaluation in Language Models

Jacqueline R. M. A. Maasch; Alihan Hüyük; Xinnuo Xu; Aditya V. Nori; Javier Gonzalez2025·arXiv Preprint

15 Jan 2026|arxiv:2507.14664

Mangosteen: An Open Thai Corpus for Language Model Pretraining

Wannaphong Phatthiyaphaibun; Can Udomcharoenchaikit; Pakpoom Singkorapoom; Kunat Pipatanakul; Ekapol Chuangsuwanich; Peerat Limkonchotiwat; Sarana Nutanong2025·arXiv Preprint

23 Mar 2026|10.1145/3731599.3767356

Experience Deploying Containerized GenAI Services at an HPC Center

Angel M. Beltre; Jeff Ogden; Kevin Pedretti2025·arXiv Preprint

24 Jan 2026|arxiv:2507.21023

On Using the Shapley Value for Anomaly Localization: A Statistical Investigation

Rick S. Blum; Franziska Freytag2025·arXiv Preprint

12 Jan 2026|10.1038/s41598-025-13734-5

Understanding patient needs and preferences for joint protection in hand osteoarthritis through mixed methods patient co-design.

Pouliopoulou; Dimitra V; MacDermid; Joy C; Billias + 5 more2025·Scientific reportsTier 2

12 Jan 2026|10.1136/jech-2025-224411

Helmet use among cyclists and motorcyclists involved in media-reported road traffic crashes after implementation of the national 'One Helmet, One Belt' campaign in China.

Zhao; Min; Yang; Lei; Cheng + 9 more2025·Journal of epidemiology and community healthTier 1

2 Mar 2026|arxiv:2509.03260

HyPV-LEAD: Proactive Early-Warning of Cryptocurrency Anomalies through Data-Driven Structural-Temporal Modeling

Minjung Park; Gyuyeon Na; Soyoun Kim; Sunyoung Moon; HyeonJeong Cha; Sangmi Chai2025·arXiv Preprint

31 Jan 2026|arxiv:2508.02812

Uncertainty Sets for Distributionally Robust Bandits Using Structural Equation Models

Katherine Avery; Chinmay Pendse; David Jensen2025·arXiv Preprint

11 Jan 2026|10.1186/s12889-025-24019-x

Active involvement of children aged 11-12 years in the development of a healthy nutrition intervention - a qualitative evaluation from researchers' and children's perspectives.

Jilani; Hannah; Schilling; Imke; Gerhardus + 2 more2025·BMC public healthTier 1

11 Jan 2026|10.1016/j.annepidem.2025.06.011

Quantifying the primary care workforce in the U.S.: A validation study with and without an imperfectly measured referent standard.

Rafalko; Nicole; Siegel; Scott; Yerkes + 4 more2025·Annals of epidemiologyTier 1

3 Apr 2026|10.1016/j.jbusres.2025.115407

Dark sides of algorithmic control in app-based gig work: An objectification perspective

Yihao Yang; Ming Chi; Xinhua Bi et al.2025·Journal of Business Research

4 Jan 2026|10.70848/cnj.v2i3.63

The Birds and the Bees: A Phenomenological Inquiry on Parental Sex Education

Moctar Macalipat; Blaise B. Nieve2025·Celebes Nursing Journal.

17 Jan 2026|10.1609/aaai.v39i14.33639

Temporal Causal Reasoning with (Non-Recursive) Structural Equation Models

Maksim Gladyshev; Natasha Alechina; Mehdi Dastani; Dragan Doder; Brian Logan2025·arXiv Preprint

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