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 |
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
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