# Statistical Methods and Bayesian Inference

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/statistical-methods-and-bayesian-inference-2/

## Facts

| Field | Value |
| --- | --- |
| Citations | 1,520,399 |
| Description | 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. |
| Domain | Physical Sciences |
| Field | Mathematics |
| OpenAlex ID | https://openalex.org/T10243 |
| Works | 60,720 |

## Topic researchers

Showing 12 of 20.

- [David Moher](https://scholariq.org/researchers/david-moher/)
- [Douglas G. Altman](https://scholariq.org/researchers/douglas-g-altman/)
- [Geoffrey E. Hinton](https://scholariq.org/researchers/geoffrey-e-hinton/)
- [George Davey Smith](https://scholariq.org/researchers/george-davey-smith/)
- [Walter C. Willett](https://scholariq.org/researchers/walter-c-willett/)
- [Robert Tibshirani](https://scholariq.org/researchers/robert-tibshirani/)
- [Julian P. T. Higgins](https://scholariq.org/researchers/julian-p-t-higgins/)
- [Ronald C. Kessler](https://scholariq.org/researchers/ronald-c-kessler/)
- [Matthias Egger](https://scholariq.org/researchers/matthias-egger/)
- [John P. A. Ioannidis](https://scholariq.org/researchers/john-p-a-ioannidis/)
- [Gordon Guyatt](https://scholariq.org/researchers/gordon-guyatt/)
- [Karl Friston](https://scholariq.org/researchers/karl-friston/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.