I'll agree on the first timer bias, VC's are probably less likely to invest in new entrepreneurs because the don't have a well known team and VC contacts. That's their prerogative though, it probably comes down to their appetite for risk.
Don't agree with the young part though, I've seen VC's say they prefer to fund younger founders.