Quantitative measurements in investment advising include Return on Investment (ROI), which measures profitability, Standard Deviation, which indicates investment volatility, the Sharpe Ratio, which quantifies risk-adjusted returns, and Alpha and Beta, which measure an investment's excess return and market sensitivity respectively.