sotnkMUB iShares National Muni Bond ETF
- Last close
- 104.91
- 504-day return
- +4.74%
- Median $/day
- $438.8M
- Significant pairs
- 858
- Leader rank
- #148
MUB vs VTEB
Both indexed to 100 at 2026-05-11.
Catch up to MUB
These tend to repeat MUB's moves the next trading day.
| Follower | $/day | Lag | ρ | Holdout ρ | Stability | q | Tier |
|---|---|---|---|---|---|---|---|
| TSEC Touchstone Securitized Income ETF | $120k | 1d | +0.38 | +0.26 | 100% | <1e-15 | robust |
Moves with MUB
Same-day co-movement.
| Symbol | $/day | Lag | ρ | Holdout ρ | Stability | q | Tier |
|---|---|---|---|---|---|---|---|
| VTEB Vanguard Tax-Exempt Bond Index Fund | $314.1M | 0d | +0.95 | +0.97 | 100% | <1e-15 | robust |
| FMB First Trust Exchange-Traded Fund III First Trust Managed Municipal ETF | $8.0M | 0d | +0.92 | +0.94 | 100% | <1e-15 | robust |
| JMUB JPMorgan Municipal ETF | $34.6M | 0d | +0.91 | +0.95 | 100% | <1e-15 | robust |
| TFI State Street SPDR Nuveen ICE Municipal Bond ETF | $22.8M | 0d | +0.91 | +0.95 | 100% | <1e-15 | robust |
| CMF iShares California Muni Bond ETF | $25.7M | 0d | +0.90 | +0.95 | 100% | <1e-15 | robust |
| MUNI PIMCO Intermediate Municipal Bond Active Exchange-Traded Fund | $15.6M | 0d | +0.89 | +0.93 | 100% | <1e-15 | robust |
| NYF iShares New York Muni Bond ETF | $6.2M | 0d | +0.89 | +0.95 | 100% | <1e-15 | robust |
| BSMY Invesco Exchange-Traded Self-Indexed Fund Trust Invesco BulletShares 2034 Municipal Bond ETF | $312k | 0d | +0.89 | +0.87 | 100% | <1e-15 | robust |
| ITM VanEck Intermediate Muni ETF | $11.1M | 0d | +0.87 | +0.93 | 100% | <1e-15 | robust |
| PZA Invesco National AMT-Free Municipal Bond ETF | $25.6M | 0d | +0.87 | +0.90 | 100% | <1e-15 | robust |
| RMOP Rockefeller Opportunistic Municipal Bond ETF | $1.1M | 0d | +0.86 | +0.87 | 100% | <1e-15 | robust |
| HYMB State Street SPDR Nuveen ICE High Yield Municipal Bond ETF | $23.2M | 0d | +0.86 | +0.90 | 100% | <1e-15 | robust |
| MFSM MFS Active Intermediate Muni Bond ETF | $193k | 0d | +0.85 | +0.92 | 100% | <1e-15 | robust |
| SCMB Schwab Municipal Bond ETF | $17.9M | 0d | +0.85 | +0.89 | 100% | <1e-15 | robust |
| VCRM Vanguard Core Tax-Exempt Bond ETF | $9.3M | 0d | +0.85 | +0.94 | 100% | <1e-15 | robust |
Moves against MUB
| Symbol | $/day | Lag | ρ | Holdout ρ | Stability | q | Tier |
|---|---|---|---|---|---|---|---|
| PFIX Simplify Interest Rate Hedge ETF | $11.4M | 0d | -0.64 | -0.56 | 100% | <1e-15 | robust |
| RINF ProShares Inflation Expectations ETF | $101k | 0d | -0.41 | -0.37 | 100% | <1e-15 | robust |
| RISR FolioBeyond Alternative Income and Interest Rate Hedge ETF | $1.5M | 0d | -0.32 | -0.36 | 100% | 9e-13 | robust |
| HDGE AdvisorShares Active Bear ETF | $1.1M | 0d | -0.31 | -0.51 | 88% | 6e-12 | robust |