PICO Portalanswers from OpenAlex
Advanced Statistical Methods and Models
TopicLeading institutions, researchers & key papers
Advanced Statistical Methods and Models is a topic indexed in PICO Portal from OpenAlex.
What is known about Advanced Statistical Methods and Models?
PICO Portalrecord 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?
PICO Portalindexed works
Advanced Statistical Methods and Models has 55 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 Advanced Statistical Methods and Models?
PICO Portalopenalex
The OpenAlex for Advanced Statistical Methods and Models is on the source record.
What are the most-cited papers on Advanced Statistical Methods and Models?
PICO Portalmost cited works
Regression Modeling Strategies
Frank E. Harrell
The Importance of the Normality Assumption in Large Public Health Data Sets
Thomas Lumley, Paula Diehr, Scott S. Emerson, Lu Chen
Subset Selection in Regression
Alan Miller
Discarding or downweighting high-noise variables in factor analytic models
Pentti Paatero, Philip K. Hopke
A Framework for Robust Subspace Learning
Fernando De la Torre, Michael J. Black
Where is Advanced Statistical Methods and Models research published, and who funds it?
PICO Portalvenues & funding sources
TOP JOURNALS
TOP FUNDERS
National Science Foundation—
NIH—
Wellcome Trust—
European Research Council—
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How much of the research on Advanced Statistical Methods and Models is open access?
PICO Portalopen access share
20%OPEN ACCESS