Search Results - "Models Statistical"

Reliability and estimation of the zero-inflated transmuted geometric distribution with applications and actuarial insights.

Authors: Sharma K Hazarika PJ Eliwa MS et al.

Source: Lifetime data analysis [Lifetime Data Anal] 2025 Dec 05; Vol. 32 (1), pp. 1. Date of Electronic Publication: 2025 Dec 05.

Publication Type: Journal Article

Journal Info: Publisher: Springer Country of Publication: United States NLM ID: 9516348 Publication Model: Electronic Cited Medium: Internet ISSN: 1572-9249 (Electronic) Linking ISSN: 13807870 NLM ISO Abbreviation: Lifetime Data Anal Subsets: MEDLINE

MeSH Terms: Models, Statistical*, Reproducibility of Results ; Likelihood Functions ; Computer Simulation ; Humans ; Data Interpretation, Statistical

A deep dive into statistical modeling of RNA splicing QTLs reveals variants that explain neurodegenerative disease.

Authors: Wang D Gazzara MR Jewell S et al.

Source: American journal of human genetics [Am J Hum Genet] 2025 Dec 04; Vol. 112 (12), pp. 3010-3029. Date of Electronic Publication: 2025 Nov 12.

Publication Type: Journal Article

Journal Info: Publisher: Cell Press Country of Publication: United States NLM ID: 0370475 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1537-6605 (Electronic) Linking ISSN: 00029297 NLM ISO Abbreviation: Am J Hum Genet Subsets: MEDLINE

MeSH Terms: Quantitative Trait Loci*/genetics , RNA Splicing*/genetics , Neurodegenerative Diseases*/genetics , Models, Statistical*, Humans ; Genome-Wide Association Study ; Polymorphism, Single Nucleotide/genetics ; Exons/genetics ; Alternative Splicing/genetics ; Genetic Predisposition to Disease ; Alzheimer Disease/genetics ; Models, Genetic

Frechet-power function distribution:Theory, properties and applications.

Authors: Aga MA; Department of Statistics, Salale University, Fiche, Oromia Region, Ethiopia.

Source: PloS one [PLoS One] 2025 Dec 02; Vol. 20 (12), pp. e0337823. Date of Electronic Publication: 2025 Dec 02 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

MeSH Terms: Models, Statistical* , Models, Theoretical*, Likelihood Functions ; Humans ; Computer Simulation ; Algorithms

Statistically Significant Association Does not Imply Improvement in Prediction of Clinical Outcomes.

Authors: Jiang S Rosner BA Colditz GA

Source: Cancer prevention research (Philadelphia, Pa.) [Cancer Prev Res (Phila)] 2025 Dec 02; Vol. 18 (12), pp. 727-733.

Publication Type: Journal Article

Journal Info: Publisher: American Association for Cancer Research Country of Publication: United States NLM ID: 101479409 Publication Model: Print Cited Medium: Internet ISSN: 1940-6215 (Electronic) Linking ISSN: 19406215 NLM ISO Abbreviation: Cancer Prev Res (Phila) Subsets: MEDLINE

MeSH Terms: Breast Neoplasms*/epidemiology , Breast Neoplasms*/diagnosis , Breast Neoplasms*/therapy , Precision Medicine*/methods , Models, Statistical*, Humans ; Female ; Prognosis

Pulling back the curtain: the road from statistical estimand to machine-learning-based estimator for epidemiologists (no wizard required).

Authors: Renson A Montoya L Goin DE et al.

Source: American journal of epidemiology [Am J Epidemiol] 2025 Dec 02; Vol. 194 (12), pp. 3566-3571.

Publication Type: Journal Article

Journal Info: Publisher: Oxford University Press Country of Publication: United States NLM ID: 7910653 Publication Model: Print Cited Medium: Internet ISSN: 1476-6256 (Electronic) Linking ISSN: 00029262 NLM ISO Abbreviation: Am J Epidemiol Subsets: MEDLINE

MeSH Terms: Machine Learning* , Models, Statistical* , Epidemiologists*, Humans ; Causality ; Epidemiologic Methods ; Data Interpretation, Statistical

Modeling the effect of longitudinal markers on left-truncated time-to-event outcomes in twin studies.

Authors: Muli A Rodriguez-Girondo M Houwing-Duistermaat J

Source: Statistical methods in medical research [Stat Methods Med Res] 2025 Dec; Vol. 34 (12), pp. 2313-2329. Date of Electronic Publication: 2025 Oct 14.

Publication Type: Journal Article

Journal Info: Publisher: SAGE Publications Country of Publication: England NLM ID: 9212457 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1477-0334 (Electronic) Linking ISSN: 09622802 NLM ISO Abbreviation: Stat Methods Med Res Subsets: MEDLINE

MeSH Terms: Biomarkers*/analysis , Models, Statistical* , Twin Studies as Topic*/statistics & numerical data, Humans ; Longitudinal Studies ; Bone Density ; Female ; Likelihood Functions ; Fractures, Bone/epidemiology ; Aged ; Survival Analysis ; Computer Simulation

An Augmented Likelihood Approach Incorporating Error-Prone Auxiliary Data Into a Survival Analysis.

Authors: Hyun N Boe L Shaw PA

Source: Statistics in medicine [Stat Med] 2025 Dec; Vol. 44 (28-30), pp. e70321.

Publication Type: Journal Article

Journal Info: Publisher: Wiley Country of Publication: England NLM ID: 8215016 Publication Model: Print Cited Medium: Internet ISSN: 1097-0258 (Electronic) Linking ISSN: 02776715 NLM ISO Abbreviation: Stat Med Subsets: MEDLINE

MeSH Terms: Models, Statistical* , Survival Analysis*, Humans ; Algorithms ; Computer Simulation ; Data Accuracy ; Diabetes Mellitus/ethnology ; Electronic Health Records ; Hispanic or Latino/statistics & numerical data ; Likelihood Functions ; Regression Analysis ; Risk Factors

Explaining Individualized Treatment Rules: Integrating LIME and SHAP With Xgboost in Precision Medicine.

Authors: Liu Z Huang X

Source: Statistics in medicine [Stat Med] 2025 Dec; Vol. 44 (28-30), pp. e70322.

Publication Type: Journal Article

Journal Info: Publisher: Wiley Country of Publication: England NLM ID: 8215016 Publication Model: Print Cited Medium: Internet ISSN: 1097-0258 (Electronic) Linking ISSN: 02776715 NLM ISO Abbreviation: Stat Med Subsets: MEDLINE

MeSH Terms: Precision Medicine*/methods , Precision Medicine*/statistics & numerical data , Models, Statistical*, Humans ; Computer Simulation ; Clinical Trials as Topic ; Boosting Machine Learning Algorithms

Bayesian Prediction of Event Times Using Mixture Model for Blinded Randomized Controlled Trials.

Authors: Fu J Zhao D Skanji D et al.

Source: Statistics in medicine [Stat Med] 2025 Dec; Vol. 44 (28-30), pp. e70310.

Publication Type: Journal Article

Journal Info: Publisher: Wiley Country of Publication: England NLM ID: 8215016 Publication Model: Print Cited Medium: Internet ISSN: 1097-0258 (Electronic) Linking ISSN: 02776715 NLM ISO Abbreviation: Stat Med Subsets: MEDLINE

MeSH Terms: Randomized Controlled Trials as Topic*/methods , Randomized Controlled Trials as Topic*/statistics & numerical data , Models, Statistical*, Bayes Theorem ; Humans ; Computer Simulation ; Time Factors ; Clinical Trials, Phase III as Topic/methods ; Clinical Trials, Phase III as Topic/statistics & numerical data

Systematic review and comparison of machine learning and conventional statistical models for predicting cardiovascular events in dialysis patients.

Authors: Lu Y Chen C Qiu J et al.

Source: Renal failure [Ren Fail] 2025 Dec; Vol. 47 (1), pp. 2587490. Date of Electronic Publication: 2025 Nov 19.

Publication Type: Journal Article; Systematic Review; Comparative Study; Review

Journal Info: Publisher: Informa Healthcare Country of Publication: England NLM ID: 8701128 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1525-6049 (Electronic) Linking ISSN: 0886022X NLM ISO Abbreviation: Ren Fail Subsets: MEDLINE

MeSH Terms: Renal Dialysis*/adverse effects , Machine Learning* , Cardiovascular Diseases*/etiology , Cardiovascular Diseases*/diagnosis , Cardiovascular Diseases*/epidemiology , Models, Statistical* , Kidney Failure, Chronic*/therapy , Kidney Failure, Chronic*/complications, Humans ; Risk Assessment/methods ; Deep Learning

Bayesian Structure Learning for Graphical Models With Symmetry Constraints.

Authors: Li Q Wang N Gao X et al.

Source: Biometrical journal. Biometrische Zeitschrift [Biom J] 2025 Dec; Vol. 67 (6), pp. e70091.

Publication Type: Journal Article

Journal Info: Publisher: Wiley-VCH Verlag GmbH & Co. KGaA Country of Publication: Germany NLM ID: 7708048 Publication Model: Print Cited Medium: Internet ISSN: 1521-4036 (Electronic) Linking ISSN: 03233847 NLM ISO Abbreviation: Biom J Subsets: MEDLINE

MeSH Terms: Biometry*/methods , Models, Statistical*, Bayes Theorem ; Humans ; Gene Expression Profiling ; Breast Neoplasms/genetics ; Markov Chains ; Algorithms

Pre-trained large language models outperform statistics and machine learning forecasting visits in the emergency departments.

Authors: Yen YC Wu CC Chen SH et al.

Source: The American journal of emergency medicine [Am J Emerg Med] 2025 Dec; Vol. 98, pp. 298-308. Date of Electronic Publication: 2025 Sep 06.

Publication Type: Journal Article

Journal Info: Publisher: W B Saunders Country of Publication: United States NLM ID: 8309942 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1532-8171 (Electronic) Linking ISSN: 07356757 NLM ISO Abbreviation: Am J Emerg Med Subsets: MEDLINE

MeSH Terms: Emergency Service, Hospital*/statistics & numerical data , Emergency Service, Hospital*/trends , Machine Learning* , COVID-19*/epidemiology , Models, Statistical*, Humans ; Taiwan/epidemiology ; Forecasting/methods ; SARS-CoV-2 ; Large Language Models

Prediction accuracy of femoral and tibial stress and strain using statistical shape and density model-based finite element models in paediatrics.

Authors: Xu Y Carman L Besier TF et al.

Source: Biomechanics and modeling in mechanobiology [Biomech Model Mechanobiol] 2025 Dec; Vol. 24 (6), pp. 2237-2249. Date of Electronic Publication: 2025 Oct 13.

Publication Type: Journal Article

Journal Info: Publisher: Springer Country of Publication: Germany NLM ID: 101135325 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1617-7940 (Electronic) Linking ISSN: 16177940 NLM ISO Abbreviation: Biomech Model Mechanobiol Subsets: MEDLINE

MeSH Terms: Finite Element Analysis* , Tibia*/physiology , Tibia*/diagnostic imaging , Femur*/physiology , Femur*/diagnostic imaging , Stress, Mechanical* , Models, Statistical* , Models, Biological*, Humans ; Child ; Adolescent ; Child, Preschool ; Male ; Female ; Tomography, X-Ray Computed ; Bone Density

Assessing spillover effects: Handling missing outcomes in network-based studies.

Authors: Lee T Buchanan AL Katenka N et al.

Source: Statistical methods in medical research [Stat Methods Med Res] 2025 Dec; Vol. 34 (12), pp. 2284-2301. Date of Electronic Publication: 2025 Oct 07.

Publication Type: Journal Article

Journal Info: Publisher: SAGE Publications Country of Publication: England NLM ID: 9212457 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1477-0334 (Electronic) Linking ISSN: 09622802 NLM ISO Abbreviation: Stat Methods Med Res Subsets: MEDLINE

MeSH Terms: Models, Statistical* , Probability*, Humans ; Causality ; Computer Simulation ; HIV Infections/transmission ; HIV Infections/prevention & control ; Risk-Taking ; Substance Abuse, Intravenous

Personalized Tibial Strain Prediction: Feasibility of a Novel Approach Using Markerless Motion Capture and Statistical Shape Models.

Authors: Kote VB Pant A Templin T et al.

Source: Journal of biomechanical engineering [J Biomech Eng] 2025 Dec 01; Vol. 147 (12).

Publication Type: Journal Article

Journal Info: Publisher: American Society Of Mechanical Engineers Country of Publication: United States NLM ID: 7909584 Publication Model: Print Cited Medium: Internet ISSN: 1528-8951 (Electronic) Linking ISSN: 01480731 NLM ISO Abbreviation: J Biomech Eng Subsets: MEDLINE

MeSH Terms: Tibia*/physiology , Tibia*/anatomy & histology , Stress, Mechanical* , Models, Statistical* , Models, Biological*, Humans ; Finite Element Analysis ; Feasibility Studies ; Male ; Biomechanical Phenomena ; Adult ; Movement ; Principal Component Analysis ; Young Adult ; Motion Capture

What are the mathematical bounds for coefficient α?

Authors: Waller N Revelle W

Source: Psychological methods [Psychol Methods] 2025 Dec; Vol. 30 (6), pp. 1385-1390. Date of Electronic Publication: 2023 May 25.

Publication Type: Journal Article

Journal Info: Publisher: American Psychological Association Country of Publication: United States NLM ID: 9606928 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1939-1463 (Electronic) Linking ISSN: 1082989X NLM ISO Abbreviation: Psychol Methods Subsets: MEDLINE

MeSH Terms: Psychology*/methods , Psychology*/standards , Models, Statistical* , Psychometrics*/methods , Algorithms*, Humans ; Reproducibility of Results ; Data Interpretation, Statistical

On identification and estimation for sufficient cause interaction through a quasi-instrumental variable.

Authors: Hsia PH Tai AS Fu SC et al.

Source: Statistical methods in medical research [Stat Methods Med Res] 2025 Dec; Vol. 34 (12), pp. 2237-2248. Date of Electronic Publication: 2025 Sep 30.

Publication Type: Journal Article

Journal Info: Publisher: SAGE Publications Country of Publication: England NLM ID: 9212457 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1477-0334 (Electronic) Linking ISSN: 09622802 NLM ISO Abbreviation: Stat Methods Med Res Subsets: MEDLINE

MeSH Terms: Models, Statistical* , Causality*, Humans ; Parkinson Disease/microbiology ; Parkinson Disease/etiology ; Gastrointestinal Microbiome ; Probability

On estimating the frequency of a target behavior from time-constrained yes/no survey questions: A parametric approach based on the Poisson process.

Authors: Iberl B Ulrich R

Source: Psychological methods [Psychol Methods] 2025 Dec; Vol. 30 (6), pp. 1185-1197. Date of Electronic Publication: 2023 Jul 20.

Publication Type: Journal Article

Journal Info: Publisher: American Psychological Association Country of Publication: United States NLM ID: 9606928 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1939-1463 (Electronic) Linking ISSN: 1082989X NLM ISO Abbreviation: Psychol Methods Subsets: MEDLINE

MeSH Terms: Psychology*/methods , Models, Statistical*, Humans ; Poisson Distribution ; Data Interpretation, Statistical ; Surveys and Questionnaires

Thinking clearly about time-invariant confounders in cross-lagged panel models: A guide for choosing a statistical model from a causal inference perspective.

Authors: Murayama K Gfrörer T

Source: Psychological methods [Psychol Methods] 2025 Dec; Vol. 30 (6), pp. 1311-1325. Date of Electronic Publication: 2024 Sep 19.

Publication Type: Journal Article

Journal Info: Publisher: American Psychological Association Country of Publication: United States NLM ID: 9606928 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1939-1463 (Electronic) Linking ISSN: 1082989X NLM ISO Abbreviation: Psychol Methods Subsets: MEDLINE

MeSH Terms: Models, Statistical* , Causality* , Psychology*/methods, Humans ; Data Interpretation, Statistical

An EZ Bayesian hierarchical drift diffusion model for response time and accuracy.

Authors: Chávez De la Peña AF Vandekerckhove J

Source: Psychonomic bulletin & review [Psychon Bull Rev] 2025 Dec; Vol. 32 (6), pp. 3067-3087. Date of Electronic Publication: 2025 Jul 25.

Publication Type: Journal Article

Journal Info: Publisher: Springer] Country of Publication: United States NLM ID: 9502924 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1531-5320 (Electronic) Linking ISSN: 10699384 NLM ISO Abbreviation: Psychon Bull Rev Subsets: MEDLINE

MeSH Terms: Reaction Time*/physiology , Models, Statistical* , Psychometrics*/methods, Bayes Theorem ; Humans