专题:Statistical Methods and Bayesian Inference

This cluster of papers focuses on various statistical methods and models for handling missing data in research, including multiple imputation, Bayesian modeling, generalized linear models, longitudinal data analysis, and sensitivity analysis. It covers topics such as model complexity, simulation studies, and the application of these methods in different fields. The cluster also discusses the challenges and best practices for analyzing datasets with missing values.
最新文献
Machine learning to optimize precision in the analysis of randomized trials: A journey in pre-specified, yet data-adaptive learning

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New flexible versions of the extended generalized Pareto distribution for count data

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Per-Trial Non-Vanishing Likelihood Divergence Under Objective Channel Reduction in Drift–Diffusion Models

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Estimation and inference for fixed center effects on panel count data

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Generalized win-odds regression models for composite endpoints

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Best linear unbiased prediction in the two-way error components model with AR (1) error processes

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A Tutorial on Optimal Dynamic Treatment Regimes

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Inverse probability weighted estimation of dynamic treatment regimen means in sequential multiple assignment randomised trials with missing data: a simulation study

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sdmTMB : An R Package for Fast, Flexible, and User-Friendly Generalized Linear Mixed Effects Models with Spatial and Spatiotemporal Random Fields

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Parameters Estimation in a Non-Homogeneous Poisson Process with Fuzzy Data Through a Modified Fuzzy Maximum Likelihood Approach Using Artificial Intelligence

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近5年高被引文献
Root-mean-square error (RMSE) or mean absolute error (MAE): when to use them or not

article Full Text OpenAlex 1539 FWCI349.2538

Journal of the Royal Statistical Society: Series C (Applied Statistics)

paratext Full Text OpenAlex 1185 FWCI0

Journal of the Royal Statistical Society: Series B (Statistical Methodology)

paratext Full Text OpenAlex 811 FWCI0

Elastic Net Regularization Paths for All Generalized Linear Models

article Full Text OpenAlex 549 FWCI189.2556

A Crash Course in Good and Bad Controls

article Full Text OpenAlex 536 FWCI118.1445

A review on longitudinal data analysis with random forest

review Full Text OpenAlex 520 FWCI179.9831

Statistical power for cluster analysis

article Full Text OpenAlex 495 FWCI62.0291

Journal of the Royal Statistical Society: Series D (The Statistician)

paratext Full Text OpenAlex 399 FWCI0

Cross-Validation: What Does It Estimate and How Well Does It Do It?

article Full Text OpenAlex 338 FWCI111.8871

Sample size determination: A practical guide for health researchers

review Full Text OpenAlex 305 FWCI48.6172