FIG. 1.

An example result produced by the GPTwoSample temporal test. (Bottom) Dashed lines represent replicates of gene expression measurements for control (green) and treatment (red). Thick solid lines represent Gaussian process mean predictions of the latent process traces; ±2 standard deviation error bars are indicated by shaded areas. (Top) Hinton diagrams illustrate the probability of differential expression for different time points. Size of upper bars indicates the probability of the genes being differentially expressed, size of lower bars that of being non-differentially expressed.