analyzing-high-yield-credit

name	analyzing-high-yield-credit
description	Structures high-yield credit analysis with recovery rate estimation and distressed debt evaluation. Use when analyzing high-yield bonds, estimating recovery rates, or evaluating distressed credits.
tags	["analysis","fixed-income","credit","valuation"]
metadata	{"author":"casemark","practice_areas":["Fixed Income","Credit Research","Bond Trading"],"document_types":["Analysis Report"],"skill_modes":["Analysis"]}

Analyzing High Yield Credit

When To Use

• Evaluating a new-issue high-yield bond for purchase or pass
• Reassessing an existing holding after a credit event, earnings miss, or covenant breach
• Estimating recovery rates for distressed or defaulted debt
• Comparing relative value across high-yield issuers within the same sector
• Building a credit opinion to support a trade recommendation (long, short, or hedged)

Inputs To Gather

• Issuer financials: Last 3 years of income statements, balance sheets, and cash flow statements; most recent interim period
• Capital structure: Full debt stack with seniority, maturity dates, coupon rates, call schedules, and outstanding amounts
• Bond terms: Indenture highlights — covenants (incurrence vs. maintenance), restricted payments baskets, change-of-control provisions, permitted liens
• Industry context: Sector fundamentals, competitive positioning, cyclicality, and comparable issuer spreads
• Market data: Current bid/ask, OAS, yield-to-worst, CDS spreads (if available), and recent trading volume
• Rating agency reports: Current ratings and outlooks from Moody's/S&P/Fitch; any recent rating actions [VERIFY availability per issuer]
• Event catalysts: Pending M&A, litigation, regulatory changes, refinancing windows, or maturity walls

Workflow

1. Map the capital structure

   • Rank all debt obligations by seniority: secured → senior unsecured → subordinated → mezzanine → preferred equity
   • Note any structural subordination from operating-company vs. holding-company debt
   • Calculate total leverage, secured leverage, and net leverage ratios
   • Identify nearest maturity and any springing maturities or cross-default triggers

2. Assess credit fundamentals

   • Compute key ratios: Debt/EBITDA, Interest Coverage (EBITDA/Interest), FCF/Debt, Fixed Charge Coverage
   • Normalize EBITDA for one-time items; flag add-backs exceeding 15% of reported EBITDA as aggressive [VERIFY add-back legitimacy]
   • Evaluate revenue concentration (customer, geography, product) and margin trajectory
   • Stress-test cash flows under a downside scenario (e.g., 20% EBITDA decline) and check covenant headroom

3. Analyze covenants and structural protections

   • Classify covenant package strength: tight (maintenance-based with restricted baskets) vs. covenant-lite (incurrence-only)
   • Identify leakage risk: permitted investment baskets, unrestricted subsidiary designations, collateral release provisions
   • Flag any J. Crew / Chewy-style trapdoor provisions that allow asset stripping [VERIFY against actual indenture language]

4. Estimate recovery in a default scenario

   • Select recovery methodology: enterprise-value waterfall approach for going-concern or liquidation analysis for asset-heavy issuers
   • For enterprise-value waterfall: apply a distressed EBITDA multiple (typically 4x-6x for HY, sector-dependent) to estimate firm value, then distribute per the priority-of-claims stack [VERIFY appropriate multiples for the sector]
   • For liquidation: haircut assets by category — cash (100%), receivables (70-85%), inventory (50-70%), PP&E (30-60%), intangibles (0-20%) [VERIFY against industry-specific benchmarks]
   • Compute recovery rate per tranche and implied loss-given-default (LGD)

5. Perform relative value assessment

   • Compare OAS and yield-to-worst against same-rating/same-sector peers
   • Assess spread compensation relative to estimated default probability and recovery rate
   • Calculate breakeven spread widening: how much can spreads widen before total return turns negative over the holding period?
   • Consider optionality: if bond is callable, compute yield-to-call vs. yield-to-worst and assess likelihood of early redemption

Output

The analysis report should include:

• Executive summary: One-paragraph credit opinion with recommendation and target spread/price
• Capital structure table: All tranches with seniority, size, coupon, maturity, current price, YTW, and OAS
• Credit metrics dashboard: Leverage, coverage, and liquidity ratios with trend (improving/stable/deteriorating)
• Recovery analysis: Waterfall table showing estimated recovery per tranche under base and stress scenarios
• Relative value snapshot: Spread comparison vs. 3-5 closest comps with brief rationale for any premium or discount
• Risk factors: Ranked list of material risks with estimated probability and impact
• Monitoring triggers: Specific thresholds or events that warrant immediate re-evaluation

Quality Checks

• All leverage and coverage ratios tie back to sourced financials — no orphan numbers
• Recovery waterfall sums correctly and respects strict priority (no value leakage past senior claims unless surplus exists)
• Covenant analysis references actual indenture terms, not generic descriptions
• Spread and yield data are date-stamped; stale pricing (>2 business days) is flagged
• Downside stress scenario is plausible and internally consistent (e.g., EBITDA decline flows through to FCF and coverage ratios)
• Any assumed EBITDA multiples, haircut rates, or default probabilities are labeled with source or marked [VERIFY]
• Recommendation is consistent with the analysis — no disconnect between bearish fundamentals and a buy recommendation without explicit justification