sotnkFMB First Trust Exchange-Traded Fund III First Trust Managed Municipal ETF
- Last close
- 49.89
- 504-day return
- +4.72%
- Median $/day
- $8.0M
- Significant pairs
- 595
- Leader rank
- #144
FMB vs MUB
Both indexed to 100 at 2026-05-11.
Catch up to FMB
These tend to repeat FMB's moves the next trading day.
| Follower | $/day | Lag | ρ | Holdout ρ | Stability | q | Tier |
|---|---|---|---|---|---|---|---|
| TSEC Touchstone Securitized Income ETF | $120k | 1d | +0.38 | +0.28 | 100% | <1e-15 | robust |
Moves with FMB
Same-day co-movement.
| Symbol | $/day | Lag | ρ | Holdout ρ | Stability | q | Tier |
|---|---|---|---|---|---|---|---|
| MUB iShares National Muni Bond ETF | $438.8M | 0d | +0.92 | +0.94 | 100% | <1e-15 | robust |
| VTEB Vanguard Tax-Exempt Bond Index Fund | $314.1M | 0d | +0.92 | +0.95 | 100% | <1e-15 | robust |
| TFI State Street SPDR Nuveen ICE Municipal Bond ETF | $22.8M | 0d | +0.90 | +0.93 | 100% | <1e-15 | robust |
| JMUB JPMorgan Municipal ETF | $34.6M | 0d | +0.90 | +0.93 | 100% | <1e-15 | robust |
| CMF iShares California Muni Bond ETF | $25.7M | 0d | +0.89 | +0.93 | 100% | <1e-15 | robust |
| MUNI PIMCO Intermediate Municipal Bond Active Exchange-Traded Fund | $15.6M | 0d | +0.88 | +0.92 | 100% | <1e-15 | robust |
| BSMY Invesco Exchange-Traded Self-Indexed Fund Trust Invesco BulletShares 2034 Municipal Bond ETF | $312k | 0d | +0.88 | +0.88 | 100% | <1e-15 | robust |
| PZA Invesco National AMT-Free Municipal Bond ETF | $25.6M | 0d | +0.88 | +0.91 | 100% | <1e-15 | robust |
| NYF iShares New York Muni Bond ETF | $6.2M | 0d | +0.88 | +0.95 | 100% | <1e-15 | robust |
| ITM VanEck Intermediate Muni ETF | $11.1M | 0d | +0.87 | +0.92 | 100% | <1e-15 | robust |
| SCMB Schwab Municipal Bond ETF | $17.9M | 0d | +0.86 | +0.90 | 100% | <1e-15 | robust |
| CGHM Capital Group Municipal High-Income ETF | $6.7M | 0d | +0.86 | +0.93 | 100% | <1e-15 | robust |
| FMHI First Trust Exchange-Traded Fund III First Trust Municipal High Income ETF | $4.2M | 0d | +0.85 | +0.94 | 100% | <1e-15 | robust |
| HYMB State Street SPDR Nuveen ICE High Yield Municipal Bond ETF | $23.2M | 0d | +0.85 | +0.89 | 100% | <1e-15 | robust |
| VTEI Vanguard Intermediate-Term Tax-Exempt Bond ETF | $6.6M | 0d | +0.85 | +0.94 | 100% | <1e-15 | robust |