TY - JOUR AU - Amerio, A. AU - Calore, F. AU - Serpico, P. D. AU - Zaldivar, B. PY - 2024 DA - 2024// TI - Deepening gamma-ray point-source catalogues with sub-threshold information T2 - J. Cosmol. Astropart. Phys. JO - Journal of Cosmology and Astroparticle Physics SP - 055 EP - 18pp VL - 03 IS - 3 PB - IOP Publishing Ltd KW - gamma ray theory KW - Frequentist statistics AB - We propose a novel statistical method to extend Fermi-LAT catalogues of highlatitude -y-ray sources below their nominal threshold. To do so, we rely on the determination of the differential source -count distribution of sub -threshold sources which only provides the statistical flux distribution of faint sources. By simulating ensembles of synthetic skies, we assess quantitatively the likelihood for pixels in the sky with relatively low -test statistics to be due to sources, therefore complementing the source -count distribution with spatial information. Besides being useful to orient efforts towards multi -messenger and multi -wavelength identification of new -y-ray sources, we expect the results to be especially advantageous for statistical applications such as cross -correlation analyses. SN - 1475-7516 UR - https://arxiv.org/abs/2306.16483 UR - https://doi.org/10.1088/1475-7516/2024/03/055 DO - 10.1088/1475-7516/2024/03/055 LA - English N1 - WOS:001194945600003 ID - Amerio_etal2024 ER -