In this paper, we investigate the short-run and the long-run relationship among the financial assets of the money market funds, the commercial paper, and the repurchase agreement markets by undertaking a cointegration analysis of quarterly data over the 1985-2017 period. The evidence suggests that there exists a common long-term cointegrating trend among these three components of the shadow banking system. Any disequilibrium in this long-run relationship among these variables is corrected by movement in the financial assets of the money market funds. The Beveridge-Nelson decomposition from the estimated cointegrating relationship shows that the cyclical component in the money market funds is large and captures the huge swings in these markets...