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Statistical Methods and Bayesian Inference

TopicLeading institutions, researchers & key papers

Statistical Methods and Bayesian Inference is a topic indexed in PICO Portal from OpenAlex.

What is known about Statistical Methods and Bayesian Inference?

PICO Portalrecord summary

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.

How many works does Statistical Methods and Bayesian Inference have?

PICO Portalindexed works

Statistical Methods and Bayesian Inference has 138 works in the PICO Portal index. The count is the OpenAlex total, not the number of papers listed on this page.

What is the OpenAlex record for Statistical Methods and Bayesian Inference?

PICO Portalopenalex

The OpenAlex for Statistical Methods and Bayesian Inference is on the source record.

What are the most-cited papers on Statistical Methods and Bayesian Inference?

PICO Portalmost cited works
Internal validation of predictive models
Ewout W. Steyerberg, Frank E. Harrell, Gerard Borsboom, Marinus J.C. Eijkemans, Yvonne Vergouwe, J. Dik F. Habbema
Journal of Clinical Epidemiology. 20012,664 Citations
Practitioner’s Guide to Latent Class Analysis: Methodological Considerations and Common Pitfalls
Pratik Sinha, Carolyn S. Calfee, Kevin Delucchi
Critical Care Medicine. 20201,129 CitationsOPEN ACCESS
The JASP guidelines for conducting and reporting a Bayesian analysis
Johnny van Doorn, Don van den Bergh, Udo Böhm, Fabian Dablander, Koen Derks, Tim Draws, Alexander Etz, Nathan J. Evans, Quentin F. Gronau, Julia M. Haaf, Max Hinne, Šimon Kucharský, Alexander Ly, Maarten Marsman, Dóra Matzke, Akash Gupta, Alexandra Sarafoglou, Angelika Marlene Stefan, Jan G. Voelkel, Eric‐Jan Wagenmakers
Psychonomic Bulletin & Review. 20201,095 CitationsOPEN ACCESS
The proportion of missing data should not be used to guide decisions on multiple imputation
Paul Madley‐Dowd, Rachael A. Hughes, Kate Tilling, Jon Heron
Journal of Clinical Epidemiology. 20191,066 CitationsOPEN ACCESS
Simple sample size calculation for cluster-randomized trials
Richard Hayes, S. Bennett
International Journal of Epidemiology. 1999848 CitationsOPEN ACCESS

Where is Statistical Methods and Bayesian Inference research published, and who funds it?

PICO Portalvenues & funding sources

TOP FUNDERS

National Science Foundation—
NIH—
Wellcome Trust—
European Research Council—
Funder breakdown is a member featureSign up free to unlock

How much of the research on Statistical Methods and Bayesian Inference is open access?

PICO Portalopen access share
53%OPEN ACCESS
Gold
7%
Green
20%
Hybrid
20%
Bronze
7%
Closed
47%

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