Marginalized planet-to-star radius ratio posteriors for low-SNR transiting planets via dimensionality reduction

Occurrence rate estimates of small long-period planets rely on the radii of low signal-to-noise ratio transit candidates whose posteriors should be propagated into the population inference. These posteriors should include the error budget from all latent parameters and account for the effects of the