Display events that appear at certain venue
When using an Entries field, you're "relating" the entry to other entries.
The ElementCriteriaModel parameter to filter by related entries is the relatedTo parameter.

Something like this should do the trick:

{% set params = {
    section: 'events',
    order: 'eventShowtime desc',
    relatedTo: venueId
} %}