HMOP Hartford Municipal Opportunities ETF
- Last close
- 38.48
- 504-day return
- +6.36%
- Median $/day
- $2.7M
- Significant pairs
- 516
- Leader rank
- #219
HMOP vs JMUB
Both indexed to 100 at 2026-05-11.
Catch up to HMOP
These tend to repeat HMOP's moves the next trading day.
| Follower | $/day | Lag | ρ | Holdout ρ | Stability | q | Tier |
|---|---|---|---|---|---|---|---|
| TSEC Touchstone Securitized Income ETF | $120k | 1d | +0.30 | +0.29 | 75% | 4e-11 | robust |
Moves with HMOP
Same-day co-movement.
| Symbol | $/day | Lag | ρ | Holdout ρ | Stability | q | Tier |
|---|---|---|---|---|---|---|---|
| JMUB JPMorgan Municipal ETF | $34.6M | 0d | +0.75 | +0.76 | 100% | <1e-15 | robust |
| MUB iShares National Muni Bond ETF | $438.8M | 0d | +0.73 | +0.79 | 100% | <1e-15 | robust |
| TFI State Street SPDR Nuveen ICE Municipal Bond ETF | $22.8M | 0d | +0.72 | +0.77 | 100% | <1e-15 | robust |
| VTEB Vanguard Tax-Exempt Bond Index Fund | $314.1M | 0d | +0.72 | +0.79 | 100% | <1e-15 | robust |
| VTEI Vanguard Intermediate-Term Tax-Exempt Bond ETF | $6.6M | 0d | +0.72 | +0.80 | 100% | <1e-15 | robust |
| FMB First Trust Exchange-Traded Fund III First Trust Managed Municipal ETF | $8.0M | 0d | +0.72 | +0.81 | 100% | <1e-15 | robust |
| MUNI PIMCO Intermediate Municipal Bond Active Exchange-Traded Fund | $15.6M | 0d | +0.71 | +0.77 | 100% | <1e-15 | robust |
| MINO PIMCO Municipal Income Opportunities Active ETF | $3.3M | 0d | +0.71 | +0.77 | 100% | <1e-15 | robust |
| VCRM Vanguard Core Tax-Exempt Bond ETF | $9.3M | 0d | +0.70 | +0.79 | 100% | <1e-15 | robust |
| EVIM Eaton Vance Intermediate Municipal Income ETF | $773k | 0d | +0.70 | +0.76 | 100% | <1e-15 | robust |
| HYD VanEck High Yield Muni ETF | $34.0M | 0d | +0.70 | +0.75 | 100% | <1e-15 | robust |
| PZA Invesco National AMT-Free Municipal Bond ETF | $25.6M | 0d | +0.70 | +0.78 | 100% | <1e-15 | robust |
| CMF iShares California Muni Bond ETF | $25.7M | 0d | +0.70 | +0.77 | 100% | <1e-15 | robust |
| VTEC Vanguard California Tax-Exempt Bond ETF | $15.8M | 0d | +0.69 | +0.79 | 100% | <1e-15 | robust |
| NYF iShares New York Muni Bond ETF | $6.2M | 0d | +0.69 | +0.80 | 100% | <1e-15 | robust |