Statistical Methods and Inference

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.

Journals publishing in this area

1

Journal of the American Statistical Association

Journal of the American Statistical Association

ISSN 0162-14593,975 articles in this topic

648h-index

1.61Impact

28KArticles

2.5MCitations

2

Statistics in Medicine

ISSN 0277-67153,624 articles in this topic

305h-index

1.51Impact

14.8KArticles

669.2KCitations

3

Annals of Statistics

The Annals of Statistics

ISSN 0090-53643,120 articles in this topic

318h-index

2.58Impact

6.3KArticles

624.7KCitations

4

Biometrika

ISSN 0006-34442,989 articles in this topic

361h-index

1.41Impact

13.4KArticles

893.4KCitations

5

Biometrics

ISSN 0006-341X2,585 articles in this topic

404h-index

1.15Impact

11.3KArticles

1.1MCitations

6

Journal of Econometrics

ISSN 0304-40761,510 articles in this topic

329h-index

2.51Impact

6.4KArticles

679.8KCitations

7

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

ISSN 1369-74121,128 articles in this topic

307h-index

1.61Impact

4.2KArticles

739.3KCitations

8

Technometrics

ISSN 0040-1706741 articles in this topic

500h-index

1.29Impact

12.2KArticles

1.5MCitations

9

Econometrica

ISSN 0012-9682421 articles in this topic

528h-index

6.11Impact

7.3KArticles

1.6MCitations

10

Machine Learning

Machine Learning

ISSN 0885-6125128 articles in this topic

260h-index

2.73Impact

3.9KArticles

620.6KCitations