Deconvolution analysis of spatial transcriptomics by multiplicative-additive Poisson-gamma models

DOI10.1214/24-aoas1953MaRDI QIDQ6665544

Ruzong Fan, Christopher Albanese, Joan E. Bailey-Wilson, Yutong Luo

Publication date: 17 January 2025

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

zbMATH Keywords

scRNA-seqdeconvolution analysiscell type expression patternsmixed effect multiplicative-additive Poisson-gamma modelsspatial transcriptomicsls

Mathematics Subject Classification ID

Applications of statistics (62Pxx)

Cites Work

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• Geographically weighted negative binomial regression -- incorporating overdispersion
• Two moments suffice for Poisson approximations: The Chen-Stein method
• Poisson approximation and the Chen-Stein method. With comments and a rejoinder by the authors
• Small-sample estimation of negative binomial dispersion, with applications to SAGE data
• Numerical Analysis for Statisticians
• Negative binomial and mixed poisson regression
• A mixed poisson–inverse‐gaussian regression model

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