Markov Chain & CreditMetrics Framework

Credit Rating Transition Matrix & Migration Risk Lab

Simulate multi-year credit rating migration, Markov transition powers (Pt), cumulative default probabilities, fallen angel risk, and portfolio MTM revaluation.

Regime Presets:

Position & Horizon Parameters

LGD = 100% - Recovery
Markov Chain Model Mechanics
Calculates transition probabilities via matrix power $P^{(t)} = P^t$. Rating state D is an absorbing absorbing state ($p_{DD}=100\%$). Multi-year default probabilities compound organically.

Migration & Default Analytics

Investment Grade (BBB)
Cumulative Default Prob
1.24%
Over 3-Year Horizon
Expected MTM Value
$9.92M
Par: $10.00M (-0.8%)
Fallen Angel / Junk Risk
11.45%
Prob of BB or Below
Expected Credit Loss (ECL)
$74.4K
LGD: 60.0% × Cum PD
Ending Rating Tier Transition Prob (%) Credit Spread Expected Price ($)

Cumulative Default Term Structure (1 to 10 Years)

Rating Tier 1 Year 2 Years 3 Years 5 Years 7 Years 10 Years

1-Year Baseline Transition Probability Matrix (P)

Empirical annual transition frequencies (row = starting rating, column = rating after 1 year). Diagonal elements indicate rating stability.

Credit Rating Migration & Markov Risk Quiz

1. Why is Default (D) considered an 'absorbing state' in a Markov credit model?
2. What defines a 'fallen angel' corporate bond in credit markets?

Frequently Asked Questions

What is a credit rating transition matrix?

A credit rating transition matrix is a square probability table where row i represents an obligor's starting credit rating and column j represents the probability of migrating to rating j over a specified time horizon (typically one year). Default (D) represents an absorbing state with a 100% probability of remaining in default.

How are multi-year cumulative default probabilities calculated from transition matrices?

Assuming a discrete-time stationary Markov process, the t-year transition matrix P(t) is computed by multiplying the 1-year matrix by itself t times: P(t) = P^t. The entry in row i and column D represents the cumulative probability of defaulting within t years for a borrower starting at rating tier i.

What is fallen angel risk in corporate credit portfolios?

Fallen angel risk refers to the probability that a corporate bond rated BBB (the lowest investment-grade tier) gets downgraded to BB or lower (speculative grade / high yield). Such downgrades force institutional mandate selling by benchmark-constrained funds, causing steep price discounts and liquidity dry-ups.

How does credit rating migration impact bond mark-to-market valuations?

Under the CreditMetrics framework, each rating tier corresponds to an empirical market credit spread. When a bond is downgraded, its required spread widens, leading to an immediate mark-to-market capital loss approximately equal to: Delta V = -Modified Duration * Delta Spread. If the borrower defaults, the bond value drops to its recovery value (1 - LGD).