Search Results for author: Jan Hannig

Found 7 papers, 3 papers with code

A New String Edit Distance and Applications

no code implementations11 Mar 2022 Taylor Petty, Jan Hannig, Tunde I Huszar, Hari Iyer

To adapt the Levenshtein distance to be suitable for forensic applications where DNA sequence similarity is of interest, a generalized string edit distance is defined that accommodates the addition or deletion of whole motifs in addition to single-nucleotide edits.

DNA analysis Spelling Correction

Measure of Strength of Evidence for Visually Observed Differences between Subpopulations

1 code implementation2 Jan 2021 Xi Yang, Jan Hannig, Katherine A. Hoadley, Iain Carmichael, J. S. Marron

For measuring the strength of visually-observed subpopulation differences, the Population Difference Criterion is proposed to assess the statistical significance of visually observed subpopulation differences.

Deep Fiducial Inference

no code implementations8 Jul 2020 Gang Li, Jan Hannig

Since the mid-2000s, there has been a resurrection of interest in modern modifications of fiducial inference.

Uncertainty Quantification in Ensembles of Honest Regression Trees using Generalized Fiducial Inference

no code implementations14 Nov 2019 Suofei Wu, Jan Hannig, Thomas C. M. Lee

The main contribution is a new method that quantifies the uncertainties of the estimates and predictions produced by honest random forests.

Prediction Intervals regression +1

A Note on Optimal Sampling Strategy for Structural Variant Detection Using Optical Mapping

no code implementations4 Oct 2019 Weiwei Li, Jan Hannig, Corbin Jones

Structural variants compose the majority of human genetic variation, but are difficult to assess using current genomic sequencing technologies.

Subspace Clustering through Sub-Clusters

1 code implementation15 Nov 2018 Weiwei Li, Jan Hannig, Sayan Mukherjee

The problem of dimension reduction is of increasing importance in modern data analysis.

Clustering Dimensionality Reduction

Angle-Based Joint and Individual Variation Explained

5 code implementations7 Apr 2017 Qing Feng, Meilei Jiang, Jan Hannig, J. S. Marron

Integrative analysis of disparate data blocks measured on a common set of experimental subjects is a major challenge in modern data analysis.

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