The statement that best explains the change over time in military spending from 1980 to 1990 for the United States is:
The Reagan administration believed in “peace through strength” and undertook an arms buildup.
This aligns with the historical context of the Reagan administration, which significantly increased military spending during the 1980s as part of its defense strategy.