A long time ago I observed the moon high in the sky and at the horizon comparing its image to a coin. I held the coin at arm's length and observed the relative size and coverage. To my surprise and in accordance with what I read about this subject, the size of the moon was unchanged. Blocking it with the same coin held at arm's length affirmed that the size of the moon's image is the same high in the sky and at the horizon.
Nothing at all to debate here. The image appearing larger at the horizon has already been correctly explained. We perceive the sky as a canopy with a low height, but the horizon seems far away. At the horizon the size is the same as high in the sky. But because we think the horizon is further away than the sky canopy, our mind falsely concludes that the horizon image is larger.
The coin affirms positively that the images are both the same size. Trust measurements more than your senses.
Claude