Pretty interesting chart here from The Stocks Traders Almanac and Barry Ritholtz. In essence, the argument can be broken down into this:
1) Stock markets become depressed due to economic downturnInteresting….
2) Wars result during times of economic downturn
3) Government spending via war and stimulus support the economy
4) Inflation results
Source: The Big Picture