In many applications, we collect samples from multiple interconnected populations. These population distributions share some latent structure, so it is advantageous to jointly analyze the make efficient inferences on and their functionals. One effective way connect density ratio model (DRM). A key ingredient of DRM that log ratios are linear combinations prespecified functions; vector formed by...