Research

I come from more of a software engineering background, but have taken a detour through the world of bayesian statistics recently. Let's hope I won't continue adding new fields...

2022

Some models are useful, but how do we know which ones? Towards a unified Bayesian model taxonomy

arXiv

Type: Preprint

Authors: Paul-Christian Bürkner, Maximilian Scholz, Stefan T. Radev

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Prediction can be safely used as a proxy for explanation in causally consistent Bayesian generalized linear models

arXiv

Type: Preprint

Authors: Maximilian Scholz, Paul-Christian Bürkner

pdf code data doi

2021

An empirical study of Linespots: A novel past-fault algorithm

Software Testing, Verification and Reliability (STVR)

Type: Journal

Authors: Maximilian Scholz, Richard Torkar

pdf code doi

2019

An Analysis of Linespots and its Utility in Realistic Scenarios

Master's Thesis, Chalmers University of Technology

Type: Thesis

Authors: Maximilian Scholz

code

2016

A Line Based Approach for Bugspots

Bachelor's Thesis, Hamburg University of Technology

Type: Thesis

Authors: Maximilian Scholz

code