FLARE2: Local ancestry inference with poorly-matched reference panels

The original FLARE method provides computationally efficient and highly accurate local ancestry inference in cases where a closely-matched reference panel is available for each ancestry. In this work, we extend FLARE to incorporate a haplotype clustering algorithm that enables accurate local ancestry inference in scenarios where one or more ancestries do not have a closely-matched reference. This method retains the computational efficiency and accuracy of the original FLARE method while greatly extending its applicability. We apply the new method to data from the Mozabite population from the Human Genome Diversity Project. On the autosomes, we find that the Mozabite samples derive 67% of their ancestry from a population related to European and Middle Eastern populations, with the other 33% of their ancestry coming from a population related to West African populations, with an admixture time 48 generations ago. In contrast, on the X chromosome, we find that the individuals have 76% of th..., , # Data from: FLARE2: Local ancestry inference with poorly-matched reference panels

Dataset DOI: [10.5061/dryad.bk3j9kdrk](https://doi.org/10.5061/dryad.bk3j9kdrk)

## Description of the data and file structure

This dataset contains data used in the manuscript \"Local ancestry inference with poorly-matched reference panels\" by SR Browning, SD Temple, and BL Browning (2025/2026). This dataset includes data underlying the figures, phased genotype data, and scripts used to generate the results.

Simulated genotype data were created, local ancestry was called, and MDS plots were made. HGDP Mozabite genotype data were phased, local ancestry was called, and MDS plots were made.

The preprint for the paper is located at: [https://www.biorxiv.org/content/10.1101/2025.10.13.681993](https://www.biorxiv.org/content/10.1101/2025.10.13.681993)

### Files and variables

#### File: data_for_fig3a.tsv

**Description:** Data plotted in Figure 3A of paper

##### Variables

* POP/ANC: Reference population..., ,