# Stanley Cup Playoffs Odds II

Instead of blogging about quantitative analysis of warfare….I have been watching hockey. Sorry.

When I blogged about this last time, the Washington Capitals has won the first two games of the seven-game series. One of the commentators states that only twice in the last 41 years (or cases) has a team won the third series of the play-offs after loosing the first two games. So, historically, in only 4.878% (say 5%) of the cases has someone come back from loosing the first two play-off games to win. I then calculated that if the teams were even, then the odds of Tampa Bay winning 4 of the next 5 games was .09375 or 9%.

Stanley Cup Play-off Odds

Well….it turned into a dramatic series, for after the Capitals won the first two games, they then lost the next three. The Capitals had to win the next two games after that (odds are 25% if the two teams are even in ability). They did, winning the series 4-3.

So, were the two teams even? I actually don’t think so. The Capitals won 4-3 (making the argument that they were 57-to-43). On the other hand, over the course of 7 games the Capitals scored 23 goals to Tampa Bays’ 15. Particularly telling is that Tampa Bay was shut out in the last two games (meaning they did not score). So, 23/38 makes the case for the comparison to be 61-to-39. But particularly telling was that the Capitals out shot (made more shots on the goal) than Tampa Bay in all but the last game (32-21, 37-35, 38-23, 38-19, 30-22, 33-24, 22-29). So total shot count was 230-173…so 57-to-43.

Now there is a whole lot more going on in a hockey game than just shots on goals and scoring, which is why we watch. But….it does appear that the Capitals were the better team and, after the fact, we may be able to say that they had a 57% chance of winning each game. Now, if I could figure out the odds before the series….I could make a lot of money in Vegas!

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## About Christopher A. Lawrence

Christopher A. Lawrence is a professional historian and military analyst. He is the Executive Director and President of The Dupuy Institute, an organization dedicated to scholarly research and objective analysis of historical data related to armed conflict and the resolution of armed conflict. The Dupuy Institute provides independent, historically-based analyses of lessons learned from modern military experience. ... Mr. Lawrence was the program manager for the Ardennes Campaign Simulation Data Base, the Kursk Data Base, the Modern Insurgency Spread Sheets and for a number of other smaller combat data bases. He has participated in casualty estimation studies (including estimates for Bosnia and Iraq) and studies of air campaign modeling, enemy prisoner of war capture rates, medium weight armor, urban warfare, situational awareness, counterinsurgency and other subjects for the U.S. Army, the Defense Department, the Joint Staff and the U.S. Air Force. He has also directed a number of studies related to the military impact of banning antipersonnel mines for the Joint Staff, Los Alamos National Laboratories and the Vietnam Veterans of American Foundation. ... His published works include papers and monographs for the Congressional Office of Technology Assessment and the Vietnam Veterans of American Foundation, in addition to over 40 articles written for limited-distribution newsletters and over 60 analytical reports prepared for the Defense Department. He is the author of Kursk: The Battle of Prokhorovka (Aberdeen Books, Sheridan, CO., 2015), America’s Modern Wars: Understanding Iraq, Afghanistan and Vietnam (Casemate Publishers, Philadelphia & Oxford, 2015), War by Numbers: Understanding Conventional Combat (Potomac Books, Lincoln, NE., 2017) , The Battle of Prokhorovka (Stackpole Books, Guilford, CT., 2019), The Battle for Kyiv (Frontline Books, Yorkshire, UK, 2023), Aces at Kursk (Air World, Yorkshire, UK, 2024), Hunting Falcon: The Story of WWI German Ace Hans-Joachim Buddecke (Air World, Yorkshire, UK, 2024) and The Siege of Mariupol (Frontline Books, Yorkshire, UK, 2024). ... Mr. Lawrence lives in northern Virginia, near Washington, D.C., with his wife and son.