question: Beginning in July 2004 , what did the Fed do to make ARM rates more expensive for homeowners ?
answer: raised the Fed funds rate
turker_answer: ARM rates were more expensive for homeowners because the Fed raised the Fed funds rate .
rule-based: Beginning in July 2004 , the Fed raised the Fed funds rate to make ARM rates more expensive for homeowners .