| |
The Allowance
for Loan Loss analytical calculator (ALL)
was developed for the Farm Credit Bank of Texas. ALL is an asset
resolution program that utilizes AgriLogic’s econometric models to determine
the loan loss allowance for 38 regional loan pools covering Alabama,
Louisiana, Mississippi, New Mexico and Texas. Loan Loss Allowance represents
each portfolio’s allowance for bad debt.
AgriLogic developed the
basic ALL system to comply with the professional standards of the
Farm Financial Standards Committee (FFSC), a national
committee charged with suggesting uniform financial records. FFSC
recommends numerous measures, including the following financial measures
and definitions: desirable ranges and guidelines vary substantially
by type of farm, ownership pattern, time of year, and technology.
Trends on each farm can identify management strengths and weaknesses.
These measures fit into the following categories: Liquidity,
Solvency, Profitability, Repayment Capacity, and Financial Efficiency.
AgriLogic
developed an econometric model to forecast the all of the FFSC measures
to determine the value of each of the 38 regional loan pools’ overall
asset portfolios and allowance for loan loss.
The quarterly allowance
for loan loss percentages is determined based upon
each pool’s
individual composite (e.g., commodity prices, livestock prices,
unemployment rate, land values, etc.).
For each pool, running 24 to 48 econometric scenarios results in
a set of outputs. The outputs are used to determine the effects on
the pools. Depending on the strength of each driver (i.e., each composite)
within each pool and its forecast from the econometric model, new
risk drivers are determined. For instance, if cotton prices are forecasted
to decrease for the coming quarter, all pools with cotton drivers
will be increased, due to the greater risk associated with the decrease
in prices.
Each quarter, AgriLogic provides not only the new risk drivers for
each pool, but also a detailed description of the reasons why the
drivers have increased or decreased. This information is used to
manage the portfolio.
The methodology for the ALL project proceeded as follows:
- Divide $5 billion loss portfolio into pools based on characteristics.
- Determine
risk factors within each pool.
- Stochastically measure risk for
the upcoming quarter.
- Forecast/determine the allowance for loan
loss need.
Back to
top
VisionAnalytics®
|