q1. yes, volume and volatility are positively correlated.
q2. yes, volume is autocorrelated.
q3. same as (q2) above.
q4. yes, volatility is autocorrelated.
despite these relationships, their predictive value, which you are trying to figure out, is not easy to establish, at least not...