Here is a mid-season update on the baseball predictions posted March 11, 1999: This posting is being made July 2, 1999. The average number of games played per team is currently 77-1/3 right now. To the best of my knowledge, even if the probability of each team winning each game were exactly correct, the expected error at this point in the season should be 3.51 games (wins) per team on average. My current error is 3.78 games per team (so I am reasonably close). At this time, we should expect about 20 teams (2/3 of all teams) to be within one standard deviation of exact (4.4 games) if the model is good and that is exactly what I have. We should expect 95 per cent to be within 2 standard deviations (8.8 games) -- I have 93.3 percent. Here are the results (error) for each team rounded to the nearest whole number -- i.e., number of games the model is off. ERROR No. Teams in of GAMES Teams 0 0 1 4 Devil Rays, Mets, Expos, Padres 2 7 Royals, Rangers, Braves, Marlins, Astros, Cubs, Giants 3 7 Red Sox, Blue Jays, Tigers, A's, Angels, Brewers, D'backs 4 2 Yankees, Rockies 5 2 White Sox, Twins 6 3 Indians, Phillies, Reds 7 3 Mariners, Pirates, Cards 8 0 9 1 Dodgers 10 1 Orioles Some comments: I think almost everyone predicted the Dodgers and Orioles to perform much better than they've been up to this point in the season. The Yankees and Indians have fairly large errors but both are in first place, as predicted -- with the Indians doing better than expected and the Yankees worse. The Twins are in last place, as predicted but are a better last place team -- so far -- than my prediction.