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Strength of Schedule 

Strength of Schedule (SOS) is a rating which applies to a teams schedule
where the stronger the opponents, the higher the SOS rating, or conversely,
the weaker the opponents, the lower the SOS rating. In order to tabulate
an SOS rating, the opponent's strength has to be evaluated. A measure of
an opponent's strength is its power rating or the record of its opponent and
their opponents. The higher the rating, the
stronger the team.

There are three methods that come to mind when doing an SOS rating.
The first method uses an average of all opponents PR's to arrive at the SOS.
A second method uses a weighted average of the PR's so that 'tougher games'
are not "diluted" by games against weaker teams. A third method uses the
last two components of the Rating Percentage Index Method. It employs the W-L
record of the opponents and the W-L record of the opponent's opponent. This
method employs the Ratings Percentage Index (PRI).

All three methods are demonstrated below with the advantages and disadvan-
tages for each illustrated. The results of all three methods are shown for:
(1) average, (2) weighted average and (3) RPI. We use the college
football schedule for the year 2001 through Oct 31,2001 and use the game results
of Oklahoma to derive the first and third calculations. Note that the results
vary based on the method.

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Oklahoma has played 8 games (Power Ratings as of October 31 shown in
parentheses):

 North Carolina  (71.61)
 Air Force       (43.94)
 North Texas     (46.95)
 Kansas State    (70.70)
 Texas           (82.47)
 Kansas          (52.75)
 Baylor          (44.53)
 Nebraska        (84.16)

The three methods are:

(1) Average of the Opponent's Power Ratings

The average power rating would simply be the sum of all opponent power ratings
divided by the number of games played. If the game was against a team
outside division I, then the game would not be included in the SOS rating.
All games for Oklahoma were in Division I. Averaging the opponent's power
ratings we get.

   71.61
   43.94
   46.95
   70.70
   82.47
   52.75
   44.53
   84.16
   -----
  497.11 / 8    =  62.19

Advantages: Simple to understand and explain. Disadvantages: Does not
emphasize playing the best teams and penalizes for adding weaker teams or
requires computer ratings.

(2) Weighted Average of the Opponent's Power Ratings

If we want to give added weight to tougher games so that a team
that plays a strong team (PR = 75.) and a weak team (PR = 25.)
will have a higher rating than a team that plays two average
teams (PR = 50.). 

So lets consider two cases:

Team A plays two games against average teams (PR = 50.), whereas
Team B plays two games against a tough team (PR = 80.) and a weak team
(PR = 20.). The average PR or average SOS of team A is (50. + 50.)/2. = 50..
The average of team B is (80. + 20.)/2. = 50.. So both teams have the
same SOS when averaging. But what if we want the team that plays a stronger
team (PR= 80.) and a weaker team (PR = 20.) to have a higher strength of
schedule because we want to emphasize the stronger opponent and not significantly
punish a team for playing a weaker opponent. Then, when we do the average we
do the exponential of the opponents power ratings using 2.5 as the exponent.

Team A's SOS = ((50./100.) ** 2.5 + (50./100.) ** 2.5) * 100. 
             = (0.5**2.5) + 0.5**2.5) * 100.          = 35.35

Team B's SOS = ((80./100.) **2.5  + (20./100.) ** 2.5) * 100. 
             = (0.8**2.5 + 0.2**2.5) * 100            = 59.03

So instead of getting 50. for both, we now get 35.35 and 59.03
which means player tougher opponents will yield a higher SOS.
This technique is called weighted averaging.

Advantages: Emphasizes playing the best team while not penalizing
for adding weaker teams. Disadvantages: Not simple to understand or
explain; requires computer ratings.

(3) RPI Method

The RPI Method is discussed at RPI and is based on
a teams record and its opponent's record and their opponent's records.
The 2nd and 3rd components, when added yield the Strength of Schedule. This moethod is based on wins and losses and not goal or point margins or other factors contained in the first two methods. In summary, there is not a lot of difference between average and weighted average but there are noticeable differences between the RPI and the average/weighted average approaches. There are additional issues such as: (1) Should only games played count in the sos or should all games scheduled count? (2) Should games outside a division count? (3) Should road and home games count equally? and (4) Are point or goal margins important as is the case with the averaging techniques and not the RPI technique?



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