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Statistical Methods and Inference

TopicLeading institutions, researchers & key papers

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

What is known about Statistical Methods and Inference?

PICO Portalrecord summary

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.

How many works does Statistical Methods and Inference have?

PICO Portalindexed works

Statistical Methods and Inference has 97 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 Inference?

PICO Portalopenalex

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

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

PICO Portalmost cited works
Regression Shrinkage and Selection Via the Lasso
Robert Tibshirani
Journal of the Royal Statistical Society Series B (Statistical Methodology). 199652,325 Citations
An Introduction to the Bootstrap
Bradley Efron, Robert Tibshirani
199439,875 Citations
Regression modelling strategies for improved prognostic prediction
Frank E. Harrell, Kerry L. Lee, Robert M. Califf, David B. Pryor, Robert A. Rosati
Statistics in Medicine. 19841,845 Citations
Youden Index and Optimal Cut‐Point Estimated from Observations Affected by a Lower Limit of Detection
Marcus D. Ruopp, Neil J. Perkins, Brian W. Whitcomb, Enrique F. Schisterman
Biometrical Journal. 20081,314 CitationsOPEN ACCESS
Robust anisotropic diffusion
Michael J. Black, Guillermo Sapiro, David H. Marimont, David J. Heeger
IEEE Transactions on Image Processing. 19981,296 Citations

Where is Statistical Methods and 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 Inference is open access?

PICO Portalopen access share
40%OPEN ACCESS
Gold
7%
Green
27%
Hybrid
0%
Bronze
7%
Closed
60%

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