Average derivative estimates for the effect of HSI on housing price returns and volatility for the USA using monthly data: 2004:01–2021:01
Quantile
HR
HR2
0.10
0.8934
0.0637
0.20
0.8667
0.1696
0.30
0.7906
0.1680
0.40
0.7151
0.2372
0.50
0.7775
0.2351
0.60
0.7213
0.2635
0.70
0.6685
0.2758
0.80
0.6361
0.2767
0.90
0.5778
0.2175
Quantile
HR
HR2
0.10
0.8934
0.0637
0.20
0.8667
0.1696
0.30
0.7906
0.1680
0.40
0.7151
0.2372
0.50
0.7775
0.2351
0.60
0.7213
0.2635
0.70
0.6685
0.2758
0.80
0.6361
0.2767
0.90
0.5778
0.2175
Notes:
Entries correspond to average derivative (AD) estimates of the sign of the effect of HSI on to housing price returns (HR) and its volatility (HR2) at a particular quantile