Complex sentence: In the latter case, at least some of the pseudocounts may need to be very large; they are not always small, and thereby soon outweighed by actual observations, as is often assumed.
Split into simpler sentences: In the latter case, at least some of the pseudocounts may need to be very large. They are not always small, and thereby soon outweighed by actual observations, as is often assumed.