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Advanced Statistical Methods and Models

TopicLeading institutions, researchers & key papers

Advanced Statistical Methods and Models is a topic indexed in ScholarIQ from OpenAlex.

What is known about Advanced Statistical Methods and Models?

ScholarIQrecord summary

This cluster of papers focuses on the detection, impact, and handling of multicollinearity in regression analysis. It discusses methods for identifying outliers, robust estimation techniques, variance inflation factors, and the use of depth functions in analyzing data. The cluster also explores the relative importance of predictors, principal component analysis, and the application of these concepts to functional data.

How many works does Advanced Statistical Methods and Models have?

ScholarIQindexed works

Advanced Statistical Methods and Models has 98,312 works in the ScholarIQ index. The count is the OpenAlex total, not the number of papers listed on this page.

How many citations does Advanced Statistical Methods and Models have?

ScholarIQcitation count

Advanced Statistical Methods and Models has 3,225,865 citations in the OpenAlex counts ScholarIQ stores.

What is the OpenAlex record for Advanced Statistical Methods and Models?

ScholarIQopenalex

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

Who are the most-cited researchers behind Advanced Statistical Methods and Models?

ScholarIQtop researchers by citations
1
Douglas G. Altman · Meta-analysis and systematic reviews
954 works850,975 citations
2
Robert Tibshirani · Statistical Methods and Inference
1,037 works392,382 citations
3
Donald B. Rubin · Statistical Methods and Bayesian Inference
660 works299,342 citations
4
Trevor Hastie · Statistical Methods and Inference
656 works297,993 citations
5
Eugene F. Fama · Financial Markets and Investment Strategies
240 works260,639 citations

Where is Advanced Statistical Methods and Models research published, and who funds it?

ScholarIQvenues & funding sources

TOP JOURNALS

No journal data available yet.

TOP FUNDERS

National Science Foundation—
NIH—
Wellcome Trust—
European Research Council—
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