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Table 4 Synthetic study: root-mean-squared error for branching time estimation

From: BGP: identifying gene-specific branching dynamics from single-cell data with a branching Gaussian process

Noise

BEAM

BGP

  

No prior

prior

0.001

0.12

0.03

0.03

0.01

0.11

0.04

0.05

0.03

0.13

0.06

0.07

0.08

0.20

0.14

0.09

0.1

0.23

0.12

0.09

0.2

0.23

0.15

0.08

  1. Only performed on branching genes
  2. BEAM branch expression analysis modelling, BGP branching Gaussian process