Online tool for the discrimination of equi-distributions
Thorsten Poeschel, Cornelius Froemmel, Christoph Gille
Abstract
For many applications one wishes to decide whether a certain set of numbers originates from an equiprobability distribution or whether they are unequally distributed. Distributions of relative frequencies may deviate significantly from the corresponding probability distributions due to finite sample effects. Hence, it is not trivial to discriminate between an equiprobability distribution and non-equally distributed probabilities when knowing only frequencies. Based on analytical results we provide a software tool which allows to decide whether data correspond to an equiprobability distribution. The tool is available at http://bioinf.charite.de/equifreq/. Its application is demonstrated for the distribution of point mutations in coding genes.
Create a lesson
Related papers
Large Language Model Agents for Evidence Based Genetic Disease Severity Classification
Tohid Ghasemnejad, Ahmadreza Argha, Mark Grosser et al.
STUART: Sequence Triage and qUAntification of Read Transcripts for Rapid Ionizing Radiation Exposure Assessment
Tomasz Strzoda, Lourdes Cruz-Garcia, Mustafa Najim et al.
PlainMap: a lightweight, restartable mapping pipeline for ancient and modern DNA
Michael V. Westbury
Democratizing Clinical Tumor Whole Genome Sequencing: 18-hour End-to-end Analysis via Trillion-parameter Large Language Models Locally Deployed on Consumer-grade Hardware
Rui Xiao, Yili Xu
Structure is not mechanism: high-gain gated-FFN rows across text and genomic foundation models
Alexandros Tzanakakis, Aris Karatzikos, Ilias Georgakopoulos-Soares
RAGCell: Retrieval-Augmented Generation as Supervision for Versatile Single-cell Analysis
Tianyu Liu, Fan Zhang, Jiayuan Chen et al.