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The 32-year-old, who is widely expected to captain Australia in the showpiece event in the US and West Indies, sat out Delhi's last two IPL games against Mumbai Indians and Lucknow Super Giants.
When asked if he would do it again, Marsh said 'Yeah probably, to be honest.'
Marsh has been ruled out of Australia’s clash against England at the Narendra Modi Stadium after flying home to Perth for personal reasons, with no timeline for his return to the tournament.
Everything that could go wrong did so for Marsh in Australia's World Cup opener against India.
England made 68/3 at stumps after bowling out Australia for 263.
Zampa picked four wickets in the 21-run win for the visitors at Chennai.
The 31-year-old cited the example of white-ball world champions England.
Pat Cummins, who also flew home from India after the drubbing in Delhi because of a family illness, will captain the team in a series that will help Australia prepare for the World Cup in India later this year.
Marsh smashed the only half-century of the match as Delhi defended a modest 159/7 against Punjab to record their first back-to-back victories this season.
Marsh will need to isolate for at least a week so will miss at least the games against the Punjab Kings on Wednesday and Saturday's clash with the Rajasthan Royals.