Lizzie, Callan, and Mary: Very good job on both the final project presentation and this paper. The paper is generally very well-written and interesting. The only big criticism I have is that around the middle you seem to have stopped consistently citing sources for some of the facts you were presenting. Be more consistent about that sort of giving credit where credit is due to others. I was hoping that all of the projects would involve doing some actual analysis of data, and so it's good that you actually dug into the baseball stats and tried to understand the effects of the pitching mound and strike zone changes after the 1968 season. I sense that you might be a bit disappointed that the results weren't more clear-cut -- that more of the tests didn't turn out to give significant results, for example. But "that's life" in a way(!) As we discussed after your talk, if you wanted to pursue this question to try to understand it better (and perphaps find more significant differences; significant in statistical terms, of course), I think it might be interesting to take just the 1968 and 1969 seasons, identify the players who were active both years (say for the whole year both years, to rule out effects of major injuries, etc.), and compare performances for those players the year before the rules change and the year after the rule change. I think this might give a more detailed picture of the effects of the rule changes than the 5-year averages you were looking at. I think going out to 5 years after the change probably includes too much adaptation to the new rules and the effects of new players entering the league. I know you tried to control for that by not including even more later years, but from your results, you can almost see that things had "settled down" in a lot of the offensive and defensive categories after the first year or two. Specific comments: Page 1: "Pitchers were controlling the game and throwing multiple perfect games in a row where no batter would hit a single ball." That's a big overstatement. Actual perfect games (where no opposing batter reaches base) are extremely rare (only 21 in the modern era), even in the era of dominant pitching you are studying. There was one perfect game in MLB in 1968 (thrown by Catfish Hunter of the Oakland A's against the Minnesota Twins). The closest previous perfect game was in 1965 (thrown by Sandy Koufax of the LA Dodgers against the Chicago Cubs). The next one after Catfish Hunter's perfect game didn't happen until 1981 (Len Barker of the Cleveland Indians against the Toronto Blue Jays). There were three of them in the 2012 season, though, which is a huge statistical anomaly. See the comment on page 11 below. Page 4: "A low standard deviation is desired when doing research like this because that means that all of the data is a part of a trend so the results mean more than if there was a higher standard deviation, which could indicate that the results were random." Maybe yes, but it's not considered "good form" to put statements like this into a research article(!) Readers don't really care whether the results worked out the way you wanted them to(!) Page 7: "Likewise, the more tightly defined strike zone could have attributed to pitches that were formerly deemed strikes to be called balls." Wrong word here -- I think you meant "contributed" rather than "attributed." Page 9: "This also affects the amount of innings a pitcher managers and coaches allow him to play. Today, pitchers pitch an average of 5.8 innings. In 1969, however, pitchers pitched an average of 6.8 innings." The first sentence is awkward. Don't use "amount" for things you can count in discrete units (like innings). Say "number" instead. Better: "This also affects the number of innings managers and coaches allow a pitcher to play." Also where does your data come from? This should be cited. And finally, I think there is another indication that teams are being careful with their pitchers: Most teams today use some version of a 5-man pitching rotation and have multiple role-specialized relief pitchers. Both of those trends were definitely less common in the past. So in addition to pitching more innings per game, a lot of pitchers had more starts in a season as well. There weren't a lot of 6th or 7th inning specialist relievers to come into games when the starter started to tire. Page 11: "With the use of performance-enhancing drugs, new training methods, and strategies, many executives today believe that baseball is becoming unbalanced again and needs to be changed." What's your evidence for saying this? Could it be due to an uptick in very strong pitching performances like the 3 perfect games in the 2012 season mentioned above? Final Project: Annotated Bibliography -- 10/10 Presentation -- 35/35 Paper -- 50/55 Total -- 95/100 (letter: A)