Final answer:
The correct pronoun is 'my' in the possessive case.
Step-by-step explanation:
The correct pronoun for the sentence "Would you like to come to my birthday party?" is my.
This pronoun is in the possessive case as it shows ownership.
Example: Would you like to come to my house for dinner?