In: Statistics and Probability
When you purchase a car, you may consider buying a brand-new car
or
a used one. A fundamental trade-off in this case is whether you
pay
repair bills (uncertain at the time you buy the car) or make loan
payments
that are certain.
Consider two cars, a new one that costs $15,000 and a used one
with
75,000 miles for $5,500. Let us assume that your current car’s
value and
your available cash amount to $5,500, so you could purchase the
used car
outright or make a down payment of $5,500 on the new car. Your
credit
union is willing to give you a five-year, 10% loan on the $9,500
difference
if you buy the new car; this loan will require monthly payments of
$201.85
per month for 5 years. Maintenance costs are expected to be $100
for the
first year and $300 per year for the second and third years.
After taking the used car to your mechanic for an evaluation,
you
learn the following. First, the car needs some minor repairs within
the
next few months, including a new battery, work on the suspension
and
steering mechanism, and replacement of the belt that drives the
water
pump. Your mechanic has estimated that these repairs will cost
$150.
Considering the amount you drive, the tires will last another year
but will
have to be replaced next year for about $200. Beyond that, the
mechanic
warns you that the cooling system (radiator and hoses) may need to
be
repaired or replaced this year or next and that the brake system
may need
work. These and other repairs that an older car may require could
lead
you to pay anywhere from $500 to $2,500 in each of the next 3
years. If
you are lucky, the repair bills will be low or will come later. But
you
could end up paying a lot of money when you least expect it.
Draw a decision tree for this problem. To simplify it, look at
the situation
on a yearly basis for 3 years. If you buy the new car, you
can
anticipate cash outflows of 12 × $201.85 = $2,422.20 plus
maintenance
costs. For the used car, some of the repair costs are known
(immediate
repairs this year, tires next year), but we must model the
uncertainty
associated with the rest. In addition to the known repairs, assume
that in
each year there is a 20% chance that these uncertain repairs will
be $500,
a 20% chance they will be $2,500, and a 60% chance they will
be
$1,500. (Hint: You need three chance nodes: one for each
year!)
To even the comparison of the two cars, we must also consider
their
values after 3 years. If you buy the new car, it will be worth
approximately
$8,000, and you will still owe $4,374. Thus, its net salvage
value
will be $3,626. On the other hand, you would own the used car
free
and clear (assuming you can keep up with the repair bills!), and
it
would be worth approximately $2,000.
Include all of the probabilities and cash flows (outflows until
the
last branch, then an inflow to represent the car’s salvage value)
in your
decision tree. Calculate the net values at the ends of the
branches.