Søren Højsgaard

Søren Højsgaard

Aalborg Universitet

H-index: 33

Europe-Denmark

About Søren Højsgaard

Søren Højsgaard, With an exceptional h-index of 33 and a recent h-index of 21 (since 2020), a distinguished researcher at Aalborg Universitet, specializes in the field of statistics, machine learning, computational statistics, graphical models, life sciences.

His recent articles reflect a diverse array of research interests and contributions to the field:

Package ‘gRc’

Computer algebra systems in R

Package ‘gRbase’

jti and sparta: Time and Space Efficient Packages For Model Based Prediction in Large Bayesian Networks

Package ‘doBy’

Computer Algebra in R Bridges a Gap Between Mathematics and Data in the Teaching of Statistics and Data Science

Computer Algebra in R Bridges a Gap Between Symbolic Mathematics and Data in the Teaching of Statistics and Data Science

doBy: Groupwise statistics, LSmeans, linear estimates, utilities

Søren Højsgaard Information

University

Position

Associate professor in statistics

Citations(all)

7399

Citations(since 2020)

3580

Cited By

5766

hIndex(all)

33

hIndex(since 2020)

21

i10Index(all)

52

i10Index(since 2020)

33

Email

University Profile Page

Aalborg Universitet

Google Scholar

View Google Scholar Profile

Søren Højsgaard Skills & Research Interests

statistics

machine learning

computational statistics

graphical models

life sciences

Top articles of Søren Højsgaard

Title

Journal

Author(s)

Publication Date

Package ‘gRc’

Søren Højsgaard

Steffen L Lauritzen

Maintainer Søren Højsgaard

2024/3/28

Computer algebra systems in R

Mikkel Meyer Andersen

Søren Højsgaard

2023

Package ‘gRbase’

Søren Højsgaard

Maintainer Søren Højsgaard

2023/11/29

jti and sparta: Time and Space Efficient Packages For Model Based Prediction in Large Bayesian Networks

Journal of Statistical Software

Mads Lindskou

Torben Tvedebrink

Svante Eriksen

Søren Højsgaard

Niels Morling

2023

Package ‘doBy’

Søren Højsgaard

Ulrich Halekoh

Maintainer Søren Højsgaard

MASS Imports

2023/11/1

Computer Algebra in R Bridges a Gap Between Mathematics and Data in the Teaching of Statistics and Data Science

arXiv preprint arXiv:2301.13777

Mikkel Meyer Andersen

Søren Højsgaard

2023/1/31

Computer Algebra in R Bridges a Gap Between Symbolic Mathematics and Data in the Teaching of Statistics and Data Science

The R Journal

Mikkel Meyer Andersen

Søren Højsgaard

2023

doBy: Groupwise statistics, LSmeans, linear estimates, utilities

R package version

Søren Højsgaard

Ulrich Halekoh

2023

Unity Smoothing for Handling Inconsistent Evidence in Bayesian Networks and Unity Propagation for Faster Inference

arXiv preprint arXiv:2201.08659

Mads Lindskou

Torben Tvedebrink

Poul Svante Eriksen

Søren Højsgaard

Niels Morling

2022/1/21

sparta: Sparse Tables and their Algebra for use in High Dimensional Bayesian Networks

arXiv. org (e-prints)

Mads Lindskou

Søren Højsgaard

Svante Eriksen

Torben Tvedebrink

2021

Effect of maternal dietary redox levels on antioxidative status and immunity of the suckling off-spring

Antioxidants

Charlotte Lauridsen

Anna Amanda Schönherz

Søren Højsgaard

2021/3/17

Introduction to linear algebra in R

Søren Højsgaard

2021

sparta: Sparse tables and their algebra with a view towards high dimensional graphical models

arXiv preprint arXiv:2103.03647

Mads Lindskou

Søren Højsgaard

Poul Svante Eriksen

Torben Tvedebrink

2021/3/5

Aspects of Bayesian Networks: Presented for the Aalborg R user group

Søren Højsgaard

2021

Fast iterative proportional scaling for Gaussian graphical models

arXiv preprint arXiv:2112.10388

Søren Højsgaard

Steffen Lauritzen

2021/12/20

caracas: Computer Algebra in R

The Journal of Open Source Software

Mikkel Meyer Andersen

Søren Højsgaard

2021

On some algorithms for estimation in Gaussian graphical models

arXiv e-prints

Søren Højsgaard

Steffen Lauritzen

2021/12

Computer Algebra Systems in R with caracas

arXiv. org (e-prints)

Mikkel Meyer Andersen

Søren Højsgaard

2021

Computer Algebra in R with caracas

arXiv preprint arXiv:2104.05292

Mikkel Meyer Andersen

Søren Højsgaard

2021/4/12

Influence of fish oil on plasma phospholipid fatty acid composition in lung cancer patients

Clinical Nutrition ESPEN

Charlotte Lauridsen

Randi Tobberup

Søren Højsgaard

Henrik Højgaard Rasmussen

Erik Berg Schmidt

2020/12

See List of Professors in Søren Højsgaard University(Aalborg Universitet)