The Numbers

Week of May 1 to May 8, 2026. Universe: 363 funds.

• BUY: +1.19% (n=81, hit rate 69.1%)

• WATCH: +1.98% (n=11)

• HOLD: +0.80% (n=269)

• SELL: +4.45% (n=2, noise on a tiny sample)

• Universe: +0.94% (n=363)

BUY signals beat the universe by +0.24 pts on a total-return basis. 56 of 81 BUY-rated funds finished positive for the week (a 69.1% hit rate). BUY total return was +1.19% vs universe +0.94%.

What the Market Did This Week

Asia and emerging markets ripped. Asian Equity Funds posted +4.67% on 8 names, Emerging Market Equity +6.41% on 3 names, Latin American Equity +2.91% on 2 names. The Korea Fund (KF) led the entire universe at +18.61%. EMF added +9.03%.

Precious metals and commodities kept moving. Commodities Funds averaged +4.00%. PSLV finished +7.29%, CEF +5.05%. These are mostly metal trusts riding a broader move in the underlying.

CLOs and converts had a quiet but solid week. Collateralized Loan Obligations averaged +3.73% (n=9), Convertibles +2.46% (n=10). Both categories tend to lead when credit risk appetite turns up.

Munis held steady. National Municipal averaged +1.64% (n=40), Muni High Yield +1.23% (n=14). Nothing dramatic, but a positive week across the largest single category in the universe.

MLPs got hit. MLP Funds averaged -4.18% on 5 names. Energy Natural Resources, by contrast, finished flat at +0.01%. The data tells us MLP funds dropped while broader energy CEFs did not. The data does not tell us why; possible drivers include distribution timing or specific fund flows rather than a sector-wide energy move.

Credit lagged. High Yield Bond Funds -0.34%, Multisector Bond Funds -0.40%, Loan Participation -0.23%, Global Income -0.49%. Income-heavy credit was the soft spot of the week.

What the CEF Data Is Telling Us

Discounts narrowed on BUY funds. Average discount for BUY-rated funds tightened by 32 bps over the week. WATCH and SELL discounts widened (WATCH +208 bps, SELL +411 bps on n=2). When the system flags a fund BUY and the discount then tightens, price is doing more work than NAV. That is the pattern the model is designed to catch.

Price outran NAV at the universe level. Universe price total return was +0.94%; NAV change was +0.74%. Roughly 20 bps of the weekly move came from discount compression rather than fundamentals. Modest but in the right direction for income investors.

Defensive posture is still the modal stance. 269 of 363 funds (74%) carried HOLD ratings going into the week. The model is not aggressively long the universe; it is selective about where it puts BUY weight.

Top BUY Winners and Why

• KF +18.61% Korea Fund, riding the broader Korean equity move.

• NMI +9.26% Nuveen Muni Income, outsized on a single-name basis for a muni fund.

• EMF +9.03% Templeton Emerging Markets, EM equity tailwind.

• PSLV +7.29% Sprott Silver, metal trust.

• CEF +5.05% Sprott Physical Gold and Silver, metal trust.

These five drove a meaningful share of the BUY bucket’s outperformance. The pattern is consistent: international equity exposure plus precious metals.

Where BUY Trailed

• CFND -7.20% small fund, name-specific move.

• PEO -5.84% Adams Natural Resources, energy weakness on this name despite Energy NatRes finishing flat as a category.

• BGR -5.61% BlackRock Energy and Resources Trust, similar story.

Two of the three are energy names where the broader category was flat, which is a tell that these are fund-specific moves, not a sector call going wrong.

Signal Stability

70.4% of BUY-rated funds held their BUY rating week over week (57 of 81). HOLD held at 74.7%. This is below the 90% target for a normal week. The Timing model rotated more than usual this week, which is consistent with the kind of category divergence we saw (EM and Asia up, credit and MLP down).

Portfolio Health

Deterioration monitoring as of May 8:

• CLEAR: 210 funds

• MONITOR: 140 funds

• WATCHLIST: 11 funds

• INSUFFICIENT_DATA: 2 funds

No funds hit REDUCE_EXIT this week. The 11 WATCHLIST names are flagged for elevated risk on coverage, ROC, or leverage spread, but none crossed into exit territory.

Four Weeks In

• Apr 10 to Apr 17: BUY +2.89% vs Universe +1.81% = +1.07 pts alpha (hit rate 88.0%, n=117)

• Apr 17 to Apr 24: BUY +0.02% vs Universe -0.49% = +0.51 pts alpha (hit rate 33.8%, n=80)

• Apr 24 to May 1: BUY +1.10% vs Universe +0.95% = +0.15 pts alpha (hit rate 78.8%, n=80)

• May 1 to May 8: BUY +1.19% vs Universe +0.94% = +0.24 pts alpha (hit rate 69.1%, n=81)

Sum: +1.97 pts alpha over four weeks. Average: +0.49 pts/week. Four weeks, four positive alpha numbers. The Apr 17 to Apr 24 row is the honest one: a 33.8% hit rate while still squeezing out +0.51 pts of alpha because BUY funds fell less than the universe. That is a week when capital preservation showed up before total return did.

What to Watch Next Week

This is observation, not prediction.

Discount compression on BUY funds. 32 bps of tightening in a single week is meaningful. If that continues, the BUY bucket carries a tailwind into the following week. If it reverses, the prior week’s outperformance gives back some ground.

EM and Asia leadership. The funds that drove the BUY bucket this week were international equity and metals. Those moves rarely persist for 4 to 6 weeks in a row without a pause. The system does not care about the macro story; it will reweight as discounts move.

Credit category weakness. HY Bond, Multisector Bond, Loan Participation, Global Income all finished negative. If that continues, signals in those buckets will rotate from HOLD into WATCH and AVOID. Income investors weighted heavily to credit-driven CEFs are the ones who feel that move first.

Distribution timing. Most CEFs go ex-dividend in the first week of the month. Mid-month windows like May 8 to May 15 typically have lighter distribution flow, which means next week’s total-return numbers will lean more heavily on price action.

What This Means for Income Investors

The income-plus-capital-preservation thesis lived through one more week. BUY funds out-earned the universe on a total-return basis with a 69% hit rate. Discounts tightened where the model said they should. No funds in the universe crossed into exit territory.

A 70% BUY stability rate is lower than we want to see in a normal week, and that means the model is rotating. For an income investor, the takeaway is not “follow every BUY signal” but “if your held positions are still in the BUY or HOLD buckets and their discount is tightening, the system says the thesis still holds.”

Bottom Line

Four weeks of total-return scorecards, four weeks of positive BUY alpha. Average +0.49 pts/week, no negative weeks. This is the income-investing edge we set out to prove: outperform the universe on price plus distributions, with capital preservation as the prerequisite.

Subscribe free to follow along. A new scorecard drops every weekend.

Returns shown are 7-day total returns (price change plus ex-dividend distributions inside the window, matched by ex-dividend date). Signal categories are BUY, HOLD, WATCH, AVOID, SELL. Deterioration alert levels are CLEAR, MONITOR, WATCHLIST, REDUCE_EXIT.

Past performance is not investment advice. CEF Scout publishes systematic income-investing research and does not provide individualized investment recommendations.

After two weeks of clean alpha (+1.42 pts, then +0.95 pts), this is the first negative reading. It will not be the last. This scorecard publishes every week, not just the good ones.

The Numbers

Week of Apr 24 to May 1, 2026. Universe: 363 funds (3 funds delisted from the prior universe). Consensus BUYs: 17.

Signal performance breakdown (7-day price-only returns):

• HOLD: 121 funds, +1.22%

• WATCH: 33 funds, +0.93%

• Universe: 363 funds, +0.92%

• Consensus BUY: 17 funds, +0.88%

• AVOID: 183 funds, +0.68%

• SELL: 9 funds, +1.84%

Two things to call out honestly.

First, BUY trailed. The Consensus BUY group lost 0.04 pts to the universe. This was a broad rally (everything was up), and the BUYs participated less than the average fund. Hit rate stayed solid at 65% (11 of 17 positive), so it was not a wipeout, just a flat result.

Second, SELL bounced. The 9 SELL-rated funds returned +1.84%, the highest of any bucket. On a 9-fund sample over one week, that is mean reversion in deeply oversold names rather than a system failure. Small samples in single weeks are noisy.

The discrimination the system maintained: HOLD funds returned +1.22% while AVOID funds returned +0.68%, a 0.54 pt spread between owned-quality and not-owned-junk. That separation is intact even when BUY does not lead.

Signal Stability

12 of 17 Consensus BUY signals held their rating through Friday (71% stability). Five BUYs got downgraded to HOLD. Stability typically tightens after a soft week, which is exactly what happened. Across all 363 funds, 92% held their rating week over week.

Portfolio Health

Deterioration monitoring as of May 1:

• 211 funds CLEAR (healthy distributions, stable NAV)

• 138 funds MONITOR (elevated but not critical)

• 12 funds WATCHLIST (active deterioration concerns)

• 2 funds with insufficient data

WATCHLIST count is steady at 12. CLEAR ticked up by one. No new fund failures this week.

Three Weeks In

This is the third weekly scorecard. The running tally:

• Apr 10 to Apr 17: +1.42 pts of alpha (up week)

• Apr 17 to Apr 24: +0.95 pts of alpha (down week)

• Apr 24 to May 1: -0.04 pts of alpha (flat week)

• 3-week sum: +2.33 pts of alpha

• 3-week average: +0.78 pts per week

Three weeks is too short to draw conclusions. A hundred weeks is closer to the right sample. The point of publishing every Saturday is to build that record in public, regardless of whether the week is flattering.

What This Means for Income Investors

A systematic income system that produces alpha every single week does not exist. Anyone selling you that is either lying or drawing on too short a sample. What a real system does is produce alpha on average over time, while telling you honestly what happened each week.

This week the system was flat. Subscribers got the data, the methodology, and the longer view. That is the deal.

Bottom Line

Publishing the bad weeks is the entire point. If the running record is honest, the eventual numbers are believable. If it is curated to only show wins, the numbers mean nothing.

Subscribe free to follow along. A new scorecard drops every weekend, including this one.

Methodology: Returns shown are 7-day price-only returns and do not include distributions paid during the window. Consensus BUYs require all three signal layers (Timing, Academic, Health) to agree on BUY. Distribution-adjusted total returns will be added in a future release.

Disclaimer: Past performance is not indicative of future results. This is not investment advice. Signals are generated by a systematic model and are presented for educational purposes only. Margin amplifies gains and losses.

The Numbers

Week of Apr 17 to Apr 24, 2026. Universe size: 366 funds. Consensus BUYs: 19 (where Timing, Academic, and Health checks all agree).

Signal performance breakdown (7-day price-only returns):

• Consensus BUY: 19 funds, +0.24% (only group positive)

• HOLD: 124 funds, -0.39%

• AVOID: 186 funds, -0.88%

• WATCH: 29 funds, -0.92%

• SELL: 8 funds, -2.94% (worst, by design)

• Universe average: 366 funds, -0.70%

The Consensus BUY signals beat the universe by +0.95 percentage points in a down market. Last week the BUYs captured more upside in a rally; this week they were the only group still standing in a drawdown. That symmetry is the capital preservation thesis in action.

The SELL bucket is the receipt at the other extreme. SELL signals dropped -2.94%, more than 4x the universe loss. Avoiding those funds is the most valuable thing a signal can do in a down market.

Signal stability remained high. 15 of 19 Consensus BUY signals held their rating through Friday (79% stability, narrower than usual because the consensus bar is set high). Across all 366 funds, 93% held their rating week over week.

Portfolio Health

Deterioration monitoring as of Apr 24:

• 207 funds CLEAR (healthy distributions, stable NAV)

• 146 funds MONITOR (elevated but not critical)

• 11 funds WATCHLIST (active deterioration concerns)

• 2 funds with insufficient data

WATCHLIST count rose from 9 to 11 this week. Two additional funds tripped enough deterioration flags to graduate from MONITOR. Worth tracking whether that becomes a trend.

What This Means for Income Investors

A down week is when the difference between income investing and yield chasing becomes visible. When the tide goes out, the funds with weak coverage, eroding NAV, and compressed leverage spreads give back gains first. SELL funds dropped 2.94%, the kind of move that compounds into permanent capital impairment if held through repeated drawdowns.

The Consensus BUYs are the system’s tightest filter. Only 19 of 366 funds clear all three checks (Timing, Academic, Health). The reward for that strictness is what just happened: a positive number in a week where the average fund lost money.

Bottom Line

The same alpha is generated whether the market rises or falls. Up weeks produce alpha by capturing more upside. Down weeks produce alpha by losing less, or in this case, by being one of the few groups still positive. Across enough weeks, this compounds into the kind of return that survives 2022.

Subscribe free to follow along. A new scorecard drops every weekend.

Methodology: Returns shown are 7-day price-only returns and do not include distributions paid during the window. Consensus BUYs require all three signal layers (Timing, Academic, Health) to agree on BUY. Distribution-adjusted total returns will be added in a future release.

Disclaimer: Past performance is not indicative of future results. This is not investment advice. Signals are generated by a systematic model and are presented for educational purposes only. Margin amplifies gains and losses.

How Yield Traps Work

A high yield is a number, not a verdict. There are exactly two ways for a fund’s yield to go up: the distribution rises, or the price falls. The second is far more common, and far more dangerous.

When the price of a fund drops, the yield mathematically rises. Same dollar distribution divided by a smaller price. The screener now ranks the fund higher. New investors pile in chasing the yield. The price bounces or stabilizes. Then the distribution gets cut, because it was never sustainable. Capital lost. Income lost. Both.

The other mechanism is more subtle. Some funds pay distributions that exceed what the portfolio actually earns. The shortfall is funded by selling assets, borrowing more, or returning your principal. This is called Return of Capital. Your statement says you received income. The fund’s net asset value says you received your own money back.

Three Ways Income Funds Quietly Destroy Capital

Unsustainable distributions. The fund pays out more than it earns. The distribution coverage ratio measures this directly. A ratio under 100% means the fund is paying out more than its portfolio generates. Eventually the math catches up. Distribution cut. Price reset.

NAV erosion. The portfolio value declines steadily over time. You collect distributions, but the underlying asset base shrinks. You feel like an income investor while you are slowly being liquidated.

Leverage cost compression. Many income funds borrow to amplify yield. They pay short-term rates and earn long-term rates. When short rates rise faster than the portfolio yield can adjust, the spread compresses. The arbitrage that funded the distribution disappears. The distribution gets cut.

What I Actually See in the Data

Across my universe of 366 income funds, 107 currently yield over 10%. That sounds like an income investor’s dream until you look at how those high yielders are rated by my system:

• 70 of the 107 (65%) are flagged AVOID

• 6 are flagged SELL

• Only 12 of the 107 (11%) are flagged BUY

The pattern is consistent across the universe. The average yield of BUY-rated funds is 7.5%. The average yield of SELL-rated funds is 15.9%. Higher yield correlates with higher danger, not higher reward.

Coverage tells the same story. Of the 288 funds with sufficient coverage data:

• 169 (59%) cover their distributions in full

• 22 (8%) cover 50 to 99% (partial, watch closely)

• 97 (34%) cover less than 50% of their distribution

That last bucket is the warning. A third of the universe is paying out more than twice what their portfolios earn. Those distributions cannot continue indefinitely.

What to Look For Instead

Three signals separate genuine income from yield traps. None of them is the yield itself.

Distribution coverage. Is the income actually earned? A fund with 110% coverage is paying out less than it earns and reinvesting the difference. A fund with 50% coverage is paying out twice what it earns. The first is a sustainable income fund. The second is a slow liquidation.

NAV trend. Is your capital base growing or quietly disappearing? Look at the 90-day NAV trajectory. If the NAV is grinding lower, you are receiving distributions but losing the asset that generates them. Eventually the math breaks.

Leverage spread. Is the fund still making money on what it borrows? Compare the borrowing cost to the portfolio yield. If the spread is compressing, the fund’s leverage is no longer accretive. The distribution that depends on that arbitrage is in trouble.

The 2022 Receipt

In 2022, the highest-yielding income funds got hit hardest. Funds that yielded 12 to 15% going into the year cut distributions by an average of 20 to 30% by year-end. Some cut 50% or more. The lower-yield funds yielding 7 to 9% maintained their distributions almost universally.

The investor chasing 14% yield in January 2022 ended the year with yield down to 8 to 10% after the cut, NAV down 20 to 30%, and capital base permanently impaired.

The investor accepting 8% yield in January 2022 ended the year with yield still 8 to 9%, NAV down 8 to 12%, and distribution income intact.

Both lost paper value. Only one lost actual income. That is the difference between income investing and yield chasing.

Bottom Line

The CEF Scout dashboard monitors all of this automatically across 366 income funds. Distribution coverage, NAV trends, leverage spread compression, and seven other deterioration flags. Free tier shows the top three signals each week.

If you are evaluating an income fund right now and you only check one number, do not check the yield. Check the coverage ratio. The yield tells you the headline. The coverage tells you whether the headline survives the year.

Subscribe free to follow along. A new scorecard drops every weekend.

Disclaimer: Past performance is not indicative of future results. This is not investment advice. The data and signals discussed are part of a systematic model presented for educational purposes only. Margin amplifies gains and losses.

The Numbers

Week of Apr 10 to Apr 17, 2026. Universe size: 366 funds.

The BUY signals generated +1.42 percentage points of alpha over the full universe. 54 of 65 BUY signals finished positive on the week. That is an 83% hit rate.

The AVOID group was the clear laggard, which is exactly what the system is designed to flag.

Signal stability was high this week. 64 of 65 BUY signals held their rating through Friday (98% stability). Across all 366 funds, 90% held their rating week over week. The system does not whip around day to day, which matters when you are trying to run a portfolio off these signals.

Portfolio Health

Deterioration monitoring as of Apr 17:

• 208 funds CLEAR (healthy distributions, stable NAV)

• 146 funds MONITOR (elevated but not critical)

• 9 funds WATCHLIST (active deterioration concerns)

• 3 funds with insufficient data

What This Means for Income Investors

A rising market lifts almost everything, including funds that probably should not be owned for income. The AVOID group still went up 0.74% this week. That is what makes capital preservation hard. The yield trap does not announce itself on a good week.

The value of systematic monitoring shows up when the market turns. The funds with the weakest coverage, the highest return of capital, and the thinnest leverage spreads give back their gains first.

Bottom Line

One scorecard does not prove a system. The point of publishing this every week is to build a public, timestamped record over months and years. The only way to know whether systematic income investing works is to show the receipts.

Subscribe free to follow along. A new scorecard drops every weekend.

Methodology: Returns shown are 7-day price-only returns. They do not include distributions paid during the window. For income funds with stable monthly distributions, this understates total return for BUY-rated funds (which reliably go ex-dividend) relative to AVOID-rated funds (whose distributions are at risk). Distribution-adjusted total returns will be added in a future release. The relative ordering of signal performance is unaffected.

Disclaimer: Past performance is not indicative of future results. This is not investment advice. Signals are generated by a systematic model and are presented for educational purposes only. Margin amplifies gains and losses.

But here is the part most people miss: not a single dollar was actually lost.

What 2022 Did to Income Investors

Rising rates did something brutal to income funds. Their portfolios fell in value as bond prices dropped. Then, for leveraged funds, the borrowing costs spiked at the same time. They were getting hit from both sides. The income that investors were counting on started getting cut. The average income-focused fund dropped 20-25% that year. The S&P 500 dropped 18%. People who thought they were in safe, conservative income funds lost more than the stock market.

This is the trap that income investing sets for people who are not paying attention. High yield looks safe. Monthly distributions feel reliable. Until they are not.

The Income Kept Flowing

While the paper value of my portfolio dipped 4.91%, the actual cash distributions never stopped. The portfolio yielded 5.7% in 2022 on actual cash paid out. Not promised, not projected, paid. All while the Federal Funds Rate rose from 0.25% to 4.5%. The income stream that the strategy is built around held up through the worst income investing environment in a generation.

That distinction matters. TWRR (Time-Weighted Rate of Return, a standard measure of portfolio price performance) measures price movement. It does not measure cash in your pocket. A mark-to-market loss in a year where your income keeps flowing is a very different thing from a real loss.

Paper Loss vs. Real Loss

Here is what the full accounting shows across the life of this portfolio. Total capital deployed across all purchases and total capital returned through sales and distributions tells the complete story. When you add up every dollar that went in and every dollar that came back out, including all distributions paid and all sale proceeds received, the capital returned exceeds the capital deployed. The current portfolio still holds active positions worth real value on top of that.

Every dollar is accounted for. Still in positions, returned as distributions, or returned as sale proceeds. The -4.91% in 2022 was a mark-to-market number. No capital was destroyed.

As of today, the equity value of the portfolio is pure profit. Not a single dollar of my own capital is invested. Every dollar, I personally put in has been withdrawn. Current Annualized yield on ‘invested’ capital is 9.3%, while the portfolio is showing a YTD 4.1% gain.

Why the System Survived It

The automated deterioration monitoring flagged funds showing stress before the worst damage hit. When leverage spreads compressed, when distribution coverage ratios deteriorated, when NAV trends reversed, the system signaled exits. Not perfectly. But early enough to limit exposure before the deepest losses in the sector.

More importantly, the capital that was protected in 2022 was available to redeploy when everything was cheap in late 2022 and early 2023. That positioning is what generated the recoveries that followed. You cannot capture a recovery if you do not have capital left to deploy.

Why 2022 Matters More Than Any Other Year

Here is the full picture:

Anyone can make money in a bull market. The question is what happens when the market tries to take it back. In 2022, the income kept flowing at 5.7% yield while the paper value dipped. In 2023, when the recovery came, the portfolio was fully positioned to capture it: +23.19% TWRR plus an 11.2% cash yield on top. The 4-year average of ~19.8% annual return runs through the worst income investing environment in a generation. That is the number that matters. The 2025 figure of +34.89% reflects the full redeployment of protected capital into the recovery, a direct result of not being washed out in 2022.

The Lesson

Capital preservation is not the opposite of income generation. It is the prerequisite.

If your capital is intact in the bad years, it compounds in the good ones. If it is not, you spend the recovery years just getting back to where you started. The funds that chased the highest yield in 2021 were the ones that cut distributions in 2022. The ones that looked boring, with lower yield, stronger coverage, and disciplined leverage, kept paying through the crisis.

Systematic evaluation separates the income generators from the yield traps. The yield number on a screener is the last thing to look at. Coverage, NAV trend, leverage spread: those tell you whether the income is real and whether the capital behind it is safe.

The goal is never the yield number. The goal is income that keeps coming, from capital that keeps growing.

What This Newsletter Covers

CEF Scout monitors 366 closed-end funds daily using an automated system that flags deterioration before the damage compounds. Every week: income market commentary grounded in data. Every month: the Signal Scorecard: how the system’s signals performed across the full fund universe. No stock tips. No generic buy/sell recommendations. Just a rigorous, systematic lens on where the income is real and where it isn’t.

Subscribe free. See the monthly Signal Scorecard.

Past performance does not guarantee future results. TWRR is calculated by Interactive Brokers and strips out deposits and withdrawals to show pure strategy return. Strategy uses margin which amplifies both gains and losses. This is not investment advice. Individual results vary by entry point, position sizing, and fund selection.

This post explains what’s under the hood: the two scoring systems, how they work, and what happens when they agree or disagree. If you want to understand why a fund gets a BUY or SELL rating in this newsletter, this is the reference.

The Timing Score: Systematic Execution

The Timing score is our proprietary system for identifying which CEFs are best suited for disciplined, mechanical trading.

It answers one question: “How well does this fund lend itself to systematic, rules-based investing?”

The score evaluates five areas:

• Survivability: Can the fund absorb sustained buying during a drawdown without structural damage?

• Volatility & Rebound Reliability: Does the price move enough to generate trading opportunities, and does it bounce back after dips?

• Intrinsic Value Stability: Is the NAV floor solid, or is the fund in structural decline?

• Cash Engine Quality: How sustainable is the distribution? A mid-strategy distribution cut forces painful adjustments.

• Friction & Drag: Expense ratios, trading costs, and other headwinds that eat into returns.

The system then layers a Health filter on top; a set of deterioration flags that check for warning signs like declining UNII, inadequate distribution coverage, and destructive return of capital. A fund can score well on timing but still get downgraded if the fundamentals are deteriorating.

The result: a BUY / HOLD / WATCH / AVOID / SELL signal for every CEF.

The Academic Score: Evidence Based Control

The Academic score is our independent check. Every component comes directly from peer-reviewed research; no proprietary logic, no gut feel.

Think of it as the scientific control group. If the Timing system says BUY but the Academic model says AVOID, that disagreement is worth investigating before committing capital.

The components:

• Discount Z-Score: How cheap is this fund relative to its own history? Extreme discounts tend to revert to the mean. Research by Thompson (1978), Pontiff (1995), and Kohl (2013) documented this pattern across decades of CEF data.

• Distribution Sustainability: Is the yield real, or is the fund returning your own capital back to you? Pavloff (2013) showed that combining UNII trends with earned coverage ratios identifies the vast majority of bond CEF distribution cuts before they happen.

• NAV Momentum: Is the underlying portfolio growing or shrinking? Bers & Madura (2000) found short-run NAV performance tends to persist, though the effect fades after about a year.

• Liquidity: Smaller, thinly traded funds carry wider discounts as a structural feature, not necessarily an opportunity. Pontiff (1996) and Cherkes et al. (2009) documented this relationship.

One hard rule: any CEF less than 12 months from its IPO is automatically flagged AVOID. Research by Shao & Ritter (2018) found that CEF IPOs systematically underperform in their first year.

When Both Systems Agree: Consensus

The most interesting signals come when both systems point the same direction.

When Timing says BUY and Academic says BUY, that’s a fund with good trading mechanics, solid fundamentals, and academic evidence supporting the entry. We call this a Consensus signal.

When both say SELL, the message is even clearer: get out.

Right now, across 368 CEFs:

• The Timing system shows 65 BUY and 12 SELL signals

• The Academic model shows 213 BUY. It’s more permissive because it doesn’t filter for timing

• 49 funds have full Consensus BUY from both systems

• All five signal systems generated positive alpha over the past 7 days vs. the CEF universe

Notice the difference: Academic sees many more BUYs because it only evaluates fundamentals. The Timing system is pickier because it also requires the fund to have the right trading characteristics and pass the health filter. That gap is the whole point, two independent perspectives.

What It Looks Like in Practice

Here’s the Explorer view, every fund scored across every system, updated daily:

Each row shows the Timing score, Academic score, Health rating, deterioration flags, the final Signal, and any Consensus badges. You can see at a glance which funds both systems agree on.

Click any ticker and you get the full analysis:

This is BSTZ (BlackRock Science and Technology Term), a fund where all five systems agree: BUY. I mentioned BSTZ on X a few days ago. Timing score of 95, Academic score of 77, Health at 95, zero deterioration flags, trading at a -10.71% discount with an 8.32% yield. The Trading Actions table shows exactly what to do for each system.

These are not BUY and HOLD recommendations. We readily admit we have no idea what is going to happen to the price of these funds in the future. But, our Timing system has a plan of what we are going to do if the price goes up, goes, down or goes nowhere. We also have a plan of when to exit and when to cut bait in case of a sustained loss. For the most part, we set our BUY and SELL orders in the market ahead of time as GTC (Good Til Cancelled) orders and then wait.

There are only 5 things a stock can do, we make money on 4 (80%) of those scenarios:

1. Go up a lot: We make money (less than buy and hold)
2. Go up a little: We make money (sometimes less, sometimes more than buy and hold)
3. Go nowhere: We make money (more than buy and hold)
4. Go down a little: We make money (more than buy and hold, which losses money)
5. Go down a lot: We lose money (but less than buy and hold).

ANYONE who tells you they know exactly what is going to happen to the price is either a liar, lucky, trading on inside information, or some combination of the three. The real edge in investing is having a system, staying consistent and taking every trade; especially at the times it’s hardest to do so.

What This Means For You

You don’t need to understand every component to use the signals. But knowing why a fund is rated the way it is helps you make better decisions, especially when a signal changes.

Every signal in this newsletter comes from these two systems. No opinions. No hunches. Just data and peer-reviewed evidence.

The first monthly Signal Scorecard is coming soon. A public, timestamped record of how each system’s signals performed against actual returns. Subscribe to follow along.

Past performance does not guarantee future results. This is not investment advice. CEF Scout provides educational analysis, investment decisions should be based on your individual situation, risk tolerance, and due diligence.

It’s not.

Yield tells you what a fund is paying. It doesn’t tell you whether it can keep paying it, whether the underlying portfolio is growing or shrinking, or whether you’re buying at a fair price. A fund yielding 14% can be a great deal or a slow-motion disaster, and the yield number alone won’t tell you which.

After tracking 368 closed-end funds systematically, I’ve narrowed my evaluation down to five metrics that actually separate the funds worth owning from the ones that will quietly destroy your capital. None of them are complicated. All of them are available for free on sites like CEFConnect.com. You can check all five in about 10 minutes.

1. Discount to NAV

Every closed-end fund has two prices: the market price (what you pay) and the net asset value, or NAV (what the underlying holdings are actually worth). The difference is the discount (or premium).

If a fund’s NAV is $20 and the market price is $17, you’re buying at a 15% discount. You’re getting $1 of assets for $0.85. That sounds great, and sometimes it is.

But a deep discount alone is not a buy signal. Some funds trade at persistent discounts for good reasons: poor management, declining assets, unsustainable distributions. Right now, the average CEF trades at a -6.8% discount. 196 funds have discounts wider than their 3-month average, meaning the market is repricing them cheaper. Only 34 are getting more expensive.

What matters is not just the discount level, but the discount trend. A fund going from -5% to -12% is telling you something. A fund sitting at -12% for three years is telling you something different.

What “good” looks like: A discount wider than the fund’s own historical average (check the 52-week range and z-scores), combined with stable or improving fundamentals. Deep discount plus deteriorating health is a trap, not a bargain.

2. Distribution Coverage

This is the single most important metric most CEF investors ignore.

Coverage measures how much of the distribution is supported by the fund’s actual earnings, primarily net investment income (NII). If a fund pays $0.10/month but only earns $0.07/month in NII, the other $0.03 has to come from somewhere. That somewhere is usually return of capital (ROC), which can mean the fund is selling assets or returning your own money back to you.

Not all ROC is bad. Some of it comes from realized capital gains, which is fine. But when ROC is destructive (funded by selling assets at a loss or simply depleting NAV), you’re getting paid with your own money while the fund shrinks underneath you.

Right now, across my universe: 69 funds have NII coverage below 100%, meaning they’re paying out more than they earn. That’s about 29% of all funds with coverage data.

What “good” looks like: NII coverage above 100%. The fund earns more than it distributes. If coverage is below 100%, check whether the gap is small and stable, or large and widening. A fund at 90% coverage with a steady NAV is very different from one at 60% coverage with a falling NAV.

3. Leverage Ratio and Cost

Most CEFs borrow money to amplify returns. This is called leverage, and it works great when the spread between borrowing costs and portfolio yield is positive. When that spread compresses or inverts, leverage becomes a drag.

The average leverage ratio across my database is 25.1%. Some funds go higher: 82 funds carry leverage above 35%. That’s not automatically bad, but it means the fund is more sensitive to interest rate changes and credit conditions.

What you want to check: Is the fund’s portfolio yield meaningfully higher than its borrowing cost? If a fund borrows at 5.5% and its portfolio yields 6%, that 0.5% spread is thin. One rate move can flip it negative, and suddenly leverage is costing the fund money instead of making it.

What “good” looks like: Leverage under 35%, with a borrowing cost meaningfully below the portfolio yield. If leverage is higher, the spread needs to justify it.

4. NAV Trend (90-Day)

This one is simple but powerful. Is the fund’s net asset value going up, down, or sideways over the past 90 days?

A declining NAV means the underlying portfolio is losing value. If the fund is also paying a high distribution, you could be in a situation where you’re collecting income while your principal erodes. That’s the income investing equivalent of eating your seed corn.

NAV trend is particularly useful for catching problems early. A fund can maintain its distribution for months or even years while its NAV quietly declines. By the time they cut the distribution, you’ve already lost significant capital.

What “good” looks like: Flat or rising NAV over 90 days. If NAV is declining, ask why. Is it a broad market move (affecting all similar funds) or is it specific to this fund? Fund-specific NAV decline is a much bigger red flag.

5. Discount Trend (90-Day)

While NAV trend tells you about the portfolio, discount trend tells you about market confidence. Is the market getting more or less willing to pay up for this fund?

A widening discount (going from -5% to -10%) means sellers are more aggressive than buyers. The market is losing confidence in the fund. This often precedes bad news like distribution cuts or deteriorating fundamentals.

A narrowing discount means the opposite: the market sees something it likes. Maybe NAV is stabilizing, maybe the distribution looks safe, maybe the fund category is coming back into favor.

Right now, 196 funds are seeing discount widening (z-score below -1). That’s over half the universe. Only 34 are seeing narrowing. The market is broadly skeptical of CEFs right now, which means there are both genuine bargains and value traps mixed together.

What “good” looks like: A stable or narrowing discount. If it’s widening, check whether the fund’s fundamentals justify the pessimism. Sometimes the market is wrong, and a widening discount on a healthy fund is an opportunity. But often, the market is right.

Putting It All Together

No single metric tells the full story. A fund can trade at a great discount but have terrible coverage. A fund can have solid coverage but be overleveraged in a rising rate environment. A fund can look healthy by every fundamental metric but the market is running away from it for reasons you haven’t figured out yet.

The power is in checking all five together. When discount, coverage, leverage, NAV trend, and discount trend all line up positive, you have a high-confidence opportunity. When three or more are flashing warnings, you have a fund to avoid regardless of what the yield says.

Across 368 funds right now, only 45 (about 12%) pass both the timing and health filters in my system. That’s not because I set the bar unreasonably high. It’s because most CEFs at any given time are either overpriced, undercovered, overleveraged, or fundamentally deteriorating.

The 10 minutes it takes to check these five metrics can save you from months of slowly losing money in a fund that looks good on the surface.

This is the second post in the CEF Scout series. Subscribe for free to get weekly CEF analysis and the monthly Signal Scorecard showing how automated signals performed against actual returns.

Disclaimer: This is educational content about how to evaluate closed-end funds. It is not investment advice. Past performance does not guarantee future results. Individual fund analysis is not a recommendation to buy or sell any specific security.

My systematic CEF strategy lost 4.91%.

That single number is why I started writing this. Not because I think I have all the answers, but because the data shows that a disciplined, rules-based approach to CEF investing can survive the worst environments and capture the recovery that follows.

Here is the full track record, verified through Interactive Brokers:

• 2021 (partial year): +5.42% - Account opened mid-year. Strategy launched.

• 2022: -4.91% - While average CEFs dropped 20-25%.

• 2023: +23.19% - Recovery captured from positions entered during the crash.

• 2024: +26.08% - Consistent execution through the rate cut cycle.

• 2025: +34.89% - Best year. Strategy running at full capacity.

Four-year average (2022-2025): approximately 19.8% per year through a complete market cycle, including the worst stress test in decades.

What happened in 2022

Rising interest rates crushed bonds and anything that held them. Leveraged CEFs got hit twice: their underlying portfolios dropped AND their borrowing costs spiked. Discounts widened to levels not seen in years. Funds that had been paying reliable distributions for a decade started cutting.

Most CEF investors held through the pain, hoping for a bounce. Many sold at the bottom. Some bought “cheap” funds that turned out to be cheap for a reason.

My system did something different. It monitored health indicators across the entire CEF universe and flagged funds that were deteriorating before the worst damage hit. It moved me out of vulnerable positions early. Then, when prices hit genuinely attractive levels, it signaled entries that captured the 2023-2025 recovery.

What I built

Over time, I turned that systematic approach into an automated decision engine that monitors all 368 closed-end funds in the market. It tracks 10 different health and deterioration warning flags for every fund, validates its own accuracy monthly against actual returns, and produces clear signals: BUY, HOLD, WATCH, AVOID, or SELL.

Right now, as of late March 2026, the system shows:

• 28 funds with BUY signals (timing is right and the fund is healthy)

• 68 funds on HOLD (good funds, but not at attractive prices yet)

• 36 on WATCH (timing looks good but health is declining)

• 156 on AVOID (poor timing, poor health, or both)

• 80 on SELL (critical deterioration, exit recommended)

That means roughly 80% of all CEFs are either not worth buying or actively deteriorating right now. The system is selective by design.

What this newsletter will cover

Every week, I will write about the CEF market through the lens of data, not opinion. What the numbers show, what is changing, and what patterns are emerging across the 368-fund universe.

Every month, I will publish a Signal Scorecard showing how the system’s BUY and SELL signals actually performed against the broader CEF universe. No cherry-picking. If the signals underperform, I will publish that too.

I will never recommend specific funds to buy or sell. That depends on your individual situation, risk tolerance, and goals. What I will do is share the framework for thinking about CEFs systematically, so you can make better decisions with your own portfolio.

Later this year, I plan to open paid access to the live dashboard itself, so subscribers can see every signal, every health score, and every deterioration flag for themselves.

For now, everything here is free. Subscribe to get the weekly newsletter and monthly Signal Scorecard delivered to your inbox.

Download the full performance summary

Past performance does not guarantee future results. This is not investment advice. Individual results vary by entry point, position sizing, and fund selection. The strategy uses margin, which amplifies both gains and losses. Returns are Time-Weighted Rate of Return (TWRR) from Interactive Brokers, which strips out deposits and withdrawals to show pure strategy performance.