"But at home, to win a title in front of your own fans on the last day of the season, that's how the [Celtic] players and manager would want to do it," Brown said.
Former Celtic player Darren O'Dea predicted a close contest but backed his former club to succeed.
"I don't think Celtic will blow Hearts away but I do think they will get the job done," O'Dea said.
O'Dea pointed to the stadium's environment as a decisive factor for the match.
"The energy from the crowd will be through the roof," he said.
Despite his anger regarding the penalty decision, McInnes expressed excitement for the upcoming game.
"We're delighted to be part of it," McInnes said.
McInnes acknowledged the challenge ahead to secure the championship.
"To do it, we're going to have to go and get a positive result. What a game it's going to be," he said.
Concurrently, the Scottish Professional Football League launched a disciplinary investigation into the final match between Celtic and Hearts, which involved a pitch invasion.
The league body confirmed it is investigating five recent matches under SPFL Rules H36 and H37.
"There is a continuing need for all stakeholders to work together to address the challenges of unacceptable conduct at matches, including pitch encroachments and pyrotechnic use," read a statement from the SPFL.
The league is currently awaiting the next steps from the Scottish Government regarding football banning orders.
>>> Pep Guardiola Reflects on Emotional Final Press Conference at Manchester City
"The SPFL has engaged fully in the Scottish Government's consultation on football banning orders and awaits the next steps in that process," the statement added.