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NMS vs RFM: Correlation

How closely do Nuveen Minnesota Quality Municipal Income Fund (NMS) and RiverNorth Flexible Municipal Income Fund, Inc. (RFM) trade together? Their weekly returns over three years give a correlation of 0.62, which is strong.

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

Correlation (3Y)
0.62
strong
Correlation (1Y)
0.49
last 12 months
Correlation (5Y)
0.41
long-run
Ann. covariance
87.4
%² · weekly, annualized

How correlated are NMS and RFM?

On 3 years of weekly data the NMS/RFM correlation comes out at 0.62, strong. The link has loosened recently: the 1-year correlation (0.49) runs below the 3-year figure (0.62). The 5-year figure is 0.41, and annualized covariance runs at 87.4 %².

By 3-year correlation, RFM places #5 of the 11 assets tracked against NMS. The trailing year gives RFM the advantage: +4.1% versus +12.8%, a 8.7-point spread.

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.

NMS vs RFM: side by side

NMS (Nuveen Minnesota Quality Municipal Income Fund)RFM (RiverNorth Flexible Municipal Income Fund, Inc.)
1-year return+4.1%+12.8%
5-year return-9.9%-7.4%
Volatility (ann.)11.7%12.0%
Beta vs S&P 5000.230.38
Max drawdown (3Y)-12.8%-16.0%
Market cap$0.1B$0.1B
P/E (trailing)9.5159.2
Dividend yield0.00%0.00%
Sector / categoryUS ListedUS Listed
Lower P/E: NMS 9.5 vs 159.2Smaller drawdown: NMS -12.8% vs -16.0%Higher 5y return: RFM -7.4% vs -9.9%
0%+15%2025-09-052026-08-27
Both assets over the last year, indexed to 100 at the starting week. NMS · RFM

Year-by-year returns

YearNMSRFM
2022-21.9%-22.9%
2023+1.6%+9.3%
2024+19.6%+3.2%
2025+2.2%+1.6%
2026-2.2%+7.7%

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

Are NMS and RFM good diversifiers for each other?

Only partially. A correlation of 0.62 means NMS and RFM 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 NMS and RFM?

As of 2026-08-27, the correlation of weekly returns between NMS and RFM is 0.62 over 3 years, 0.49 over 1 year and 0.41 over 5 years.

Is RFM a good diversifier for NMS?

Only partially. A correlation of 0.62 means NMS and RFM share most of their swings. Pairing them dampens volatility somewhat, but it will not protect against a common drawdown.

What does a correlation of 0.62 mean?

Correlation ranges from −1 to +1. Values near +1 mean two assets move together, near 0 that they move independently, and negative values that they tend to move in opposite directions. It measures co-movement, not performance.

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NMS vs RFM: 3-year weekly correlation 0.62NMS vs RFM0.62

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Hubs: NMS correlations · RFM correlations