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Hello! 👋

I am a PhD student at the Department of Statistics at Lund University. My research focuses on sparse generalized linear models, such as the lasso and SLOPE, in particular algorithms with which to optimize the performance of these models in high-dimensional settings.

Please check out my personal webpage at https://larssonjohan.com/ where I occasionally blog about my research and software that I'm working on.

Johan Larsson's Projects

renv icon renv

renv: Project environments for R.

rticles icon rticles

LaTeX Journal Article Templates for R Markdown

sgdnet icon sgdnet

Fast Sparse Linear Models for Big Data with SAGA

skglm icon skglm

Fast and modular sklearn replacement for generalized linear models

slope icon slope

Sorted L1 Penalized Estimation

sortedl1 icon sortedl1

Python package for Sorted L-One Penalized Estimation (SLOPE)

splinets icon splinets

Algebra and calculus of functional splines; spline support sets; orthogonal spline bases

stat-learning icon stat-learning

Notes and exercise attempts for "An Introduction to Statistical Learning"

tactile icon tactile

New and Extended Plots, Methods, and Panel Functions for Lattice

talks icon talks

An archive of slides from my talks

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