Testing for Volatility Changes in U.S. Macroeconomic Time Series
检验了1959-1999年间214个美国宏观经济时间序列的波动性变化，发现约80%的序列存在无条件波动性断点，且波动性下降主要源于条件波动性变化，而非均值变化。
We test for a change in the volatility of 214 U.S. macroeconomic time series over the period 1959-1999. We find that approximately 80% of these series have experienced a break in unconditional volatility during this period. Even though more than half of the series experienced a break in conditional mean, most of the reduction in volatility appears to be due to changes in conditional volatility. Our results are robust to controlling for business cycle nonlinearity in both mean and variance. Volatility changes are more appropriately characterized as instantaneous breaks than as gradual changes. Nominal variables such as inflation and interest rates experienced multiple volatility breaks and witnessed temporary increases in volatility during the 1970s. On this evidence, we conclude that the increased stability of economic fluctuations is widespread. © 2004 President and Fellows of Harvard College and the Massachusetts Institute of Technology.