sotnkMAMB Monarch Ambassador Income Index ETF
- Last close
- 23.63
- 504-day return
- +10.06%
- Median $/day
- $473k
- Significant pairs
- 1652
- Leader rank
- #162
MAMB vs AGG
Both indexed to 100 at 2026-05-11.
Catch up to MAMB
These tend to repeat MAMB'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 | 88% | <1e-15 | robust |
Moves with MAMB
Same-day co-movement.
| Symbol | $/day | Lag | ρ | Holdout ρ | Stability | q | Tier |
|---|---|---|---|---|---|---|---|
| AGG iShares Core U.S. Aggregate Bond ETF | $775.0M | 0d | +0.86 | +0.92 | 100% | <1e-15 | robust |
| FIXD First Trust Exchange-Traded Fund VIII First Trust Smith Opportunistic Fixed Income ETF | $16.5M | 0d | +0.85 | +0.90 | 100% | <1e-15 | robust |
| BBAG JPMorgan BetaBuilders U.S. Aggregate Bond ETF | $2.2M | 0d | +0.85 | +0.90 | 100% | <1e-15 | robust |
| AGGY WisdomTree Yield Enhanced U.S. Aggregate Bond Fund | $3.0M | 0d | +0.85 | +0.90 | 100% | <1e-15 | robust |
| HTRB Hartford Total Return Bond ETF | $6.2M | 0d | +0.85 | +0.91 | 100% | <1e-15 | robust |
| PAB PGIM Active Aggregate Bond ETF | $268k | 0d | +0.85 | +0.87 | 100% | <1e-15 | robust |
| GTO Invesco Total Return Bond ETF | $8.6M | 0d | +0.84 | +0.91 | 100% | <1e-15 | robust |
| BNDI NEOS Enhanced Income Aggregate Bond ETF | $744k | 0d | +0.84 | +0.91 | 100% | <1e-15 | robust |
| MBB iShares MBS ETF | $221.8M | 0d | +0.84 | +0.91 | 100% | <1e-15 | robust |
| JBND JPMorgan Active Bond ETF | $29.7M | 0d | +0.84 | +0.90 | 100% | <1e-15 | robust |
| EUSB iShares ESG Advanced Universal USD Bond ETF | $1.6M | 0d | +0.84 | +0.90 | 100% | <1e-15 | robust |
| HISF First Trust Exchange-Traded Fund IV First Trust High Income Strategic Focus ETF | $160k | 0d | +0.84 | +0.91 | 100% | <1e-15 | robust |
| HCRB Hartford Core Bond ETF | $469k | 0d | +0.84 | +0.88 | 100% | <1e-15 | robust |
| CGCP Capital Group Core Plus Income ETF | $26.6M | 0d | +0.84 | +0.90 | 100% | <1e-15 | robust |
| BNDW Vanguard Scottsdale Funds Vanguard Total World Bond ETF | $6.3M | 0d | +0.84 | +0.90 | 100% | <1e-15 | robust |
Moves against MAMB
| Symbol | $/day | Lag | ρ | Holdout ρ | Stability | q | Tier |
|---|---|---|---|---|---|---|---|
| PFIX Simplify Interest Rate Hedge ETF | $11.4M | 0d | -0.67 | -0.62 | 100% | <1e-15 | robust |
| RINF ProShares Inflation Expectations ETF | $101k | 0d | -0.43 | -0.33 | 100% | <1e-15 | robust |
| UUP Invesco DB US Dollar Index Bullish Fund | $34.1M | 0d | -0.44 | -0.52 | 88% | <1e-15 | robust |
| USDU WisdomTree Bloomberg U.S. Dollar Bullish Fund | $5.1M | 0d | -0.44 | -0.50 | 88% | <1e-15 | robust |
| RISR FolioBeyond Alternative Income and Interest Rate Hedge ETF | $1.5M | 0d | -0.33 | -0.41 | 100% | 2e-13 | robust |
| HDGE AdvisorShares Active Bear ETF | $1.1M | 0d | -0.32 | -0.53 | 75% | 1e-12 | robust |