# Statistical Methods and Inference

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

## Facts

| Field | Value |
| --- | --- |
| Citations | 1,902,310 |
| Description | This cluster of papers focuses on regularization and variable selection methods, particularly in the context of high-dimensional data analysis. It covers topics such as Lasso, model selection, sparse models, covariance estimation, survival analysis, random forests, and Bayesian methods. |
| Domain | Physical Sciences |
| Field | Mathematics |
| OpenAlex ID | https://openalex.org/T10136 |
| Works | 88,739 |

## Topic researchers

Showing 12 of 20.

- [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/)
- [John P. A. Ioannidis](https://scholariq.org/researchers/john-p-a-ioannidis/)
- [Karl Friston](https://scholariq.org/researchers/karl-friston/)
- [Donald B. Rubin](https://scholariq.org/researchers/donald-b-rubin/)
- [Trevor Hastie](https://scholariq.org/researchers/trevor-hastie/)
- [Jeremy Grimshaw](https://scholariq.org/researchers/jeremy-grimshaw/)
- [Stuart Pocock](https://scholariq.org/researchers/stuart-pocock/)
- [Patrick M. Bossuyt](https://scholariq.org/researchers/patrick-m-bossuyt/)

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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.