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EIM vs MHD: Correlation

Eaton Vance Municipal Bond Fund (EIM) and Blackrock MuniHoldings Fund, Inc. (MHD) show a strong relationship: their 3-year correlation of weekly returns is 0.79.

Data as of 2026-08-27 · refreshed every trading day · weekly returns · methodology

Correlation (3Y)
0.79
strong
Correlation (1Y)
0.63
last 12 months
Correlation (5Y)
0.82
long-run
Ann. covariance
99.1
%² · weekly, annualized

How correlated are EIM and MHD?

On 3 years of weekly data the EIM/MHD correlation comes out at 0.79, strong. The link has loosened recently: the 1-year correlation (0.63) runs below the 3-year figure (0.79). The 5-year figure is 0.82, and annualized covariance runs at 99.1 %².

Few assets follow EIM as closely as MHD, which ranks #1 of 11 tracked partners. On 12-month performance MHD holds a 5.3-point edge, +4.9% against +10.2%.

How is this computed?

Pearson correlation on weekly returns: ρ(A,B) = cov(rA, rB) / (σA · σB), over windows of 52, 156 and 260 weeks. Covariance is annualized (×52) and expressed in %². Full definitions on the methodology page.

EIM vs MHD: side by side

EIM (Eaton Vance Municipal Bond Fund)MHD (Blackrock MuniHoldings Fund, Inc.)
1-year return+4.9%+10.2%
5-year return-9.2%-12.7%
Volatility (ann.)10.8%11.7%
Beta vs S&P 5000.250.26
Max drawdown (3Y)-11.6%-13.2%
Market cap$0.5B
P/E (trailing)42.037.0
Dividend yield6.30%6.23%
Sector / categoryUS ListedUS Listed
Lower P/E: MHD 37.0 vs 42.0Higher yield: EIM 6.30% vs 6.23%Smaller drawdown: EIM -11.6% vs -13.2%Higher 5y return: EIM -9.2% vs -12.7%
-4%0%+10%2025-09-052026-08-27
Price paths over the last 12 months, both indexed to 100 at the start (weekly closes). EIM · MHD

Year-by-year returns

YearEIMMHD
2022-19.8%-23.7%
2023+1.6%+2.1%
2024+8.2%+3.4%
2025-0.1%+7.1%
2026+3.6%+1.8%

Calendar-year price returns; the current year is year-to-date as of the data date above.

Are EIM and MHD good diversifiers for each other?

Only partially. A correlation of 0.79 means EIM and MHD share most of their swings. Pairing them dampens volatility somewhat, but it will not protect against a common drawdown.

FAQ

What is the correlation between EIM and MHD?

Using weekly returns as of 2026-08-27: 0.79 over 3 years, with 0.63 over the last year and 0.82 over 5 years.

Is MHD a good diversifier for EIM?

Only partially. A correlation of 0.79 means EIM and MHD share most of their swings. Pairing them dampens volatility somewhat, but it will not protect against a common drawdown.

What does a correlation of 0.79 mean?

A reading of 0.79 sits on a scale from −1 (opposite moves) through 0 (unrelated) to +1 (identical moves). Correlation captures direction, not magnitude or performance.

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EIM vs MHD: 3-year weekly correlation 0.79EIM vs MHD0.79

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Hubs: EIM correlations · MHD correlations