Before revision:  In two applications on money and income and on volatility spillovers we find evidence that causal relationships become clearer in high-dimensional compared to standard low-dimensional VARs.
After revision:  We apply our testing procedure to find networks of volatility spillovers and we find evidence that causal relationships become clearer in high-dimensional compared to standard low-dimensional VARs.