Liquidity Preference Theory, proposed by John Maynard Keynes, suggests that interest rates are determined by the supply and demand for money, where individuals prefer to hold liquid assets for transactions, precautionary, and speculative motives. This theory highlights the relationship between money supply, interest rates, and economic activity, emphasizing the role of central banks in influencing liquidity to stabilize economies.