Do rich people on average have the vast majority of their wealth invested or they have lots of liquid cash/no productive properties?
The Federal Reserve has two statistical programs that I believe might address your question. The first is the Survey of Consumer Finances (SCF) and the second is the Flow of Funds (FoF). You should be able to find the data on the Fed's website.