Archive for the Strategy Category

2016 Orioles Opening Day: Live Blog!

Posted in Defense, Live!, Offense, Pitching with tags on April 4, 2016 by oriolesprovingground

Welcome to Orioles Opening Day 2016! For the third year in a row I will attempt to live blog the Orioles first game of the season. If it’s anything like the other years, I’m sure that I’ll start out strong and fade quickly in both jokes and content. Enjoy the game!

(3:01) – Oh, hello baseball Continue reading

Delmon Young is NOT a Fan of In-Between Hops

Posted in Defense with tags , on May 9, 2015 by oriolesprovingground

Delmon Young

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is not…

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a fan…

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of…

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in-between…

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hops. Continue reading

Eulogizing the 2013 Orioles

Posted in Defense, Offense, Pitching with tags , on October 1, 2013 by oriolesprovingground

Friends and fans, we are gathered here today to remember the extremely promising, but ultimately unfulfilling life of the 2013 Baltimore Orioles, as their season officially came to an end.  Building on the playoff appearance last year that many analysts called “lucky”, the Orioles made a valiant effort to return to the playoffs, only to fall out of contention (mathematically) with 5 games remaining, due to an ill-timed losing streak at the hands of the Tampa Bay Rays.

Continue reading

Is It Possible for a Bullpen to be Too Rested?

Posted in Pitching, Strategy with tags , on July 31, 2013 by oriolesprovingground

I have a new post up today on ESPN SweetSpot Network blog, Camden Depot.  The article takes a quick look at how the number of rest days a reliever gets in between appearances could potentially affect their performance.

Direct link to article –> Is It Possible for a Bullpen to be Too Rested?

The Orioles Through June: A Trade Deadline Starting Point

Posted in Defense, Offense, Pitching, Trades with tags , , , on July 3, 2013 by oriolesprovingground

Below are some tables looking at where the Orioles stand in relation to the rest of the American League through the month of June.  Since they are only 2.5 games out of first place and currently hold one of the 2 wild card spots, the Orioles should be buyers on the trade market this summer.  Not much analysis here, and probably not a lot that you don’t already know if you follow the team, but this is meant to be a starting point to address team needs leading up to the trade deadline on July 31.  Check the Fangraphs library for statistical definitions.

Orioles Offense

Orioles Defense

Orioles by Position

Orioles Pitching

Orioles by Pitching

Looking at the tables, it becomes pretty obvious that Baltimore needs pitching, and specifically starting pitching.  They could also use some offense at 2B and DH, but I would imagine those needs would be secondary to getting some pitching help, since as a team, they have one of the best offenses in the AL.

*As I finished up this post, news broke that the Orioles traded for Chicago Cubs SP Scott Feldman (and C Steve Clevenger) for Jake Arrieta, Pedro Strop, and international bonus cash).  While not an ace, Feldman will definitely help the Orioles starting rotation.  Needless to say, they still have some work to do on the trade market.

Another Guest Post at Camden Depot

Posted in Defense, Pitching with tags , , , on May 21, 2013 by oriolesprovingground

Today’s post is once again located at Camden Depot (the Orioles blog for the ESPN Sweetspot Network), as they were kind enough to have me back for second time to be a guest writer.  The write up takes a look at Wei-Yin Chen, and his increased ability to induce the double play in 2013, despite getting opposing hitters to hit less ground balls than last year.  So head over to Camden Depot to read my article, and while your there, take a look at some of the other great content they have posted.

Direct Link to Article –> Wei-Yin Chen: Double Play Machine

Over-Use of the Defensive Over-Shift

Posted in Defense, Strategy with tags , , on April 7, 2013 by oriolesprovingground

If you watched the Orioles play the Rays last Wednesday, you were treated to a great baseball game that included multiple lead changes, a blown save from Fernando Rodney (arguably the best relief pitcher in all of baseball in 2012), and a walk-off home run.  Unfortunately, that walk-off home run came off the bat of Matt Joyce, handing the Orioles their first loss of the season.  Fortunately, for my wife, it meant that the game would not be going to extra innings and she could change the channel.

The defensive shifts used by the Orioles in the 7th inning were a big part of Tampa Bay’s comeback.  Was it the result of bad luck or was it bad strategy?  It’s incredibly easy to second guess after the game is over, but let us take a closer look at the bottom of the 7th inning.

Pedro Strop entered the game with the Orioles leading 5-4.  No arguments with bringing Strop into the game here.  He doesn’t have the best command, leading to more walks than you’d like (especially in a 1-run game), but he had a good season in 2012 and was lights out in the World Baseball Classic for the Dominican Republic.  He was scheduled to face Ryan Roberts, Jose Lobaton, and Kelly Johnson…not exactly a murderer’s row.  Sam Fuld (career .347 SLG), pinch hitting for Roberts, hit a rocket right at Adam Jones for the first out.  Now here’s where I’m going to get fancy on you…

WE

Above is the Win Expectancy table for the game in question.  Fangraphs defines Win Expectancy as…“the percent chance a particular team will win based on the score, inning, outs, runners on base, and the run environment. These percentages are calculated using historical data, meaning if a team is losing and has a 24% win expectancy, only 24% of teams in similar situations in the past have ever come back to win.”  The numbers on the bottom represent the innings, and the center horizontal line represents a 50% chance of winning for each team.

Looking at the Win Expectancy Table, the Orioles chances of winning were 72.3% after the Fuld fly out.  Matt Joyce was then sent up to pinch hit for Lobaton, and as a result, the Orioles implemented a relatively common defensive shift, similar to the one shown below.

DA

Certainly, Joyce’s tendencies to hit the ball to the right side of the field (about 50%), as well as hit the ball on the ground to the right side (48.2% GB rate on balls hit to the right side of the field) called for that shift.  However, it leaves the entire left side open and Joyce bunted the ball down the third base line for an easy single.  That bunt single event decreased Baltimore’s chances of winning by 5.4%.  That doesn’t sound like a lot, but let’s take a look at the run expectancy matrix using the data from 2012 (the run expectancy matrix provides the number of runs that an average MLB team will score in an inning given any combination of baserunners and outs).

By employing the shift on Joyce, Baltimore was essentially trying to prevent a double at the expense of a guaranteed “single” (which Joyce took advantage of).  We’ll rule out a triple, since they’re not as common and Joyce isn’t a particularly fast runner, and home runs because the defense can’t prevent them.  With Joyce on 1st base and one out, the Rays were expected to score 0.51 runs that inning.  If Joyce would have hit a double instead, the run expectancy with a runner on 2nd base and one out only increases to 0.655.

Kelly Johnson followed, and again Baltimore shifted their defense to the right side, but this time, with JJ Hardy much closer to third base, as shown here.

Defensive Alignment

Where the shift was warranted against Joyce, the use of it against Johnson was suspect, as he has hit roughly 41.6% of his balls in play to the right side.  Johnson also showed a bunt on the first pitch, trying to catch the Orioles off guard a second time in a row.  Johnson ended up hitting a ground ball (where the shortstop is normally positioned) that went for a single instead of an inning-ending double play, resulting in Matt Joyce advancing to third.

Employing the shift and getting burned by it twice in subsequent at-bats lowered the chances of the Orioles winning from 72.3% to roughly 50%, even though they held a one-run lead at the time.  Additionally, now the Rays had a runner on first and third, with one out (a run expectancy of 1.15), giving them a very good chance to tie the ball game or even take the lead.  Tampa Bay ended up scoring 3 runs against Strop, taking a 7-5 lead.    And while the Orioles eventually tied it up, this inning played a big part in Tampa Bay’s victory.

So did the Orioles just run into some bad luck in the bottom of the 7th, or did they put themselves in a disadvantaged position that the Rays could exploit?  The short answer is probably a little bit of both.  Buck Showalter is considered one of the better managers in baseball, and I’m not going to sit here and pretend to know as much as he does or have as much information on the batted ball tendencies of the opposing team’s hitters.  Additionally, there are legitimate reasons to employ a shift on certain hitters, especially if they exhibit extreme batted ball tendencies (if teams didn’t think a shift is effective, they wouldn’t do it).

However, in this particular situation (7th inning, one-run lead), I do not think the shift was warranted given the detrimental value of putting runners on base.  Additionally, over-shifting could limit the pitcher’s ability to use both sides of the plate and his potential effectiveness (for example, left handed hitters will have an easier time hitting an outside pitch to the left side of the field, where bigger holes exist).  In fact, Kelly Johnson’s ground ball single was on a fastball on the outer corner of the plate.  You could possibly talk me into using the shift against Joyce here, but employing the shift against Johnson was unnecessary and ultimately changed the course of the game.

I’m not the first to have this idea, but I’m curious how many times it would take a particular batter to bunt against the over-shift for the defense to abandon it.  I don’t think anyone will ever try it, but having one person in your lineup guaranteed to reach base at every plate appearance would lead to more runs, especially over the course of the entire season.  At some point, you would think the defense would have to make an adjustment, and it would be interesting to see when that point is reached.  Perhaps this is a good topic for future post…