Tuesday, November 1, 2011

How the Best Players in the AL Were Acquired - Part Two


In part one of How the Best Players in the AL Were Acquired it appeared that spending money on free agent players was not the best way to attain valuable players.  However the data collated to determine this conclusion was only taken from the American League 2011 season, and that breaks the cardinal rule that you should never make a judgement based on a small sample size.  Therefore, today I will look at results for all American League player seasons over the past ten years to which will either support or discredit our findings from in Part 1.

Again, I've determined the criteria for "Best Players" to be any season in which a player has posted a WAR (Wins Above Replacement) of 3.0 or better.  This resulted in a total of 655 player seasons in the American League from 2002 through 2011.  So let's get to the results:

The Hitters....

The list of hitters in the American League that posted a 3.0 Wins Above Replacement (WAR) or better over the past 10 years resulted in total of 391 players, and detailed in the chart below is how teams acquired these players:

Acquired
Total Players
% of Overall Hitters
Trade
116
29.7%
Amateur Draft
140
35.8%
Amateur Free Agent
29
7.4%
Free Agent*
92
23.5%
Via Rule 5 Draft
0
0.0%
Waivers
3
0.8%
Purchased
11
2.8%
Total
391
100.0%
* Players that were re-signed by their existing team as free agents are not included in these totals.

The biggest change we see from Part 1 of How the Best Players in the American League Were Acquired is that the percentage of players that were acquired via free agency jumped from 5.4% up to 23.5%.  However the amateur draft and trade routes were still the best way to acquire a top player.

The Pitchers...

The list of pitchers in the American League that posted a 3.0 Wins Above Replacement (WAR) or better over the past 10 years resulted in total of 264 players, and detailed in the chart below is how teams acquired these players:

Acquired
Total Players
% of Overall Pitchers
Amateur Draft
95
36.0%
Trade
74
28.0%
Amateur Free Agent
27
10.2%
Free Agent*
58
22.0%
Via Rule 5 Draft
3
1.1%
Waivers
4
1.5%
Purchased
3
1.1%
Total
264
100.0%
* Players that were re-signed by their existing team as free agents are not included in these totals.

Again, the biggest change we see from Part 1 of How the Best Players in the American League Were Acquired is that the percentage of players that were acquired via free agency jumped from 10.7% up to 22.0%.

Overall Players...

The list of overall players in the American League that posted a 3.0 Wins Above Replacement (WAR) or better over the past 10 years resulted in total of 655 players, and detailed in the chart below is how teams acquired these players:

Acquired
Total Players
% of Overall Players
Amateur Draft
211
32.2%
Trade
214
32.7%
Amateur Free Agent
56
8.5%
Free Agent
150
22.9%
Via Rule 5 Draft
3
0.5%
Waivers
7
1.1%
Purchased
14
2.1%
Total
655
100.0%

Based on the results from the American League over the past 10 season, the best way to acquire a "Top Player" is through the Amateur Draft or via trade, with the two avenues almost equally viable.  Signing a free agent is also a much more viable option than our initial analysis suggested, as on average 15 "Top Player" seasons a year are a result of players that had signed with their team as a free agent.

What we can also determine is that acquiring players through waivers or the Rule 5 Draft is highly over-rated, as it is very unlikely source of acquiring talent, and while purchasing a player from the Japanese league may seem to have some merit, most of those seasons are a result of two players, Ichiro Susuki and Alfonso Soriano.

Trend...

To get a better understanding if there is a changing trend for how the best players in the AL were acquired I have included a graph below that breaks down the data by season:



What we find above indicates that there is a downward trend of elite players acquired as free agents.  My initial inclination is that teams are now acquiring these players by trade before they have a chance to become free agents, as we saw with the Roy Halladay and Adrian Gonzalez deals, however at the same time we don't see a spike in "Top Players" being acquired through trades which would refute this hypothesis.

Also in the above graph we see a steady upward trend of the "Top Players" acquired through the amateur draft.  This may be a result of more teams locking up their young talent to long term contracts through their productive seasons, such as has been the case with many players on the Tampa Bay Rays.  Another explanation could be more players re-signing with their existing teams rather than leaving to sign with another team as a free agent.  Both of these theories would also provide an explanation as to why there has been a decline in productive seasons coming from free agent signings.

Of course only time will tell if these trends will continue or if they are only a mere result of random market fluctuations.  However if I'm a general manager, I'm first looking to either acquire players through trades or the amateur draft, and additionally I'm looking to identify my young "elite players" and hoping to lock up these players to a contract that takes them through their productive years.

Thursday, October 27, 2011

Stuff


Some interesting stuff out there in the baseball universe:
  • According to Baseball Think Factory, a well respected organization that produces the ZIPS projections, Jacoby Ellsbury has a 0% chance of hitting 30 or more home runs in 2012. In fact they identified that Marco Scutaro has a better chance (1%) of hitting 30 home runs. Considering that Ellsbury hit 32 this year that's quite the statement.
  • The Boston Herald believes that the Blue Jays are considering signing David Ortiz.
  • Seedlings to the Stars is very slowly counting down the Top 100 prospects in Major League Baseball, posting one well written article a day. 
  • The Baseball Bloggers Alliance has completed handing out their post season awards and Jose Bautista was named top player in the American League.  Some other noteworthy awards included:
    • Matt Kemp won the NL top player award
    • Clayton Kershaw beat out Roy Halladay as the NL's top pitcher
    • Justin Verlander was named the AL's best pitcher
  • For those who just can't get enough of Baseball Statistics, the MLB.com website has up to date statistics from the Arizona Fall League. 
  • Drunk Jays Fan is providing us with daily interesting links related to the Blue Jays 
  • The Blue Jay Hunter expands on my blog post regarding whether the Blue Jays should buy or trade for franchise players.  I plan to do a follow-up blog to my original post with a much larger sample size.  
  • According to CTV.com the Blue Jays had their highest ticket revenue this past season in over 18 years.  Also of note, the Blue Jays average TV audience was 507,000 viewers per telecast,  which is much higher than any other teams published viewership in the major leagues.  As a point of reference, this recent article which does not include Canadian team television ratings states that the NY Yankees have the highest average household viewership at 319,000 per game.

Tuesday, October 11, 2011

Stan Musial Award Ballot


Last week I did a post covering my ballot for the Baseball Bloggers Alliance (BBA) Goose Gossage award recognizing the American League's top reliever.  This award is part of the following selection of awards, voted on by 2 blogger representatives for each major league team, that will be handed out over the next couple of weeks:
  •    Connie Mack Award (top manager): announced today
  •    Willie Mays Award (top rookie): announce October 13
  •    Goose Gossage Award (top reliever): announced October 17
  •    Walter Johnson Award (top pitcher): announced October 20
  •    Stan Musial Award (top player): announced October 24
The Award...


Today, I will cover my ballot for the Stan Musial Award recognizing the American Leagues Top Player.  This award, unlike Major League Baseball's MVP Award, recognizes the top position player in the league regardless of how well his team performed during the regular season.  Also, unlike the MVP award pitchers are ineligible to win. 


Ballots submitted for this award must include 10 finalists are tabulated using a point scale of 13-9-8-7-6-5-4-3-2-1, and the player with the most points after all votes are counted is declared the winner of the Stan Musial Award.

The Numbers...

I'm not going to get into great detail regarding the statistics I focused on for determining who I included on my ballot like I did with the my Goose Gossage Award post, however many of the same criteria applies in that I focused on statistics that reflected what actually happened in 2011 and not those that project what is most likely to happen in 2012. 

Additionally, the players defensive position, the strength of his defence and his overall offensive results all played a part in determining who I included on my ballot and in what order.  Specific statistics that I focused on included On Base Percentage, Slugging Percentage, OPS (OPS+), Stolen Bases, Caught Stealing, Plate Appearances and of course, Wins Above Replacement courtesy of Baseball-Reference.com, for which I have highlighted the top 20 below in Figure 1.

Figure 1 - AL Top 20 Wins Above Replacement Leaders
Rk
Player
Team
PA
WAR
1
Jose Bautista
TOR
655
8.5
2
Jacoby Ellsbury*
BOS
732
7.2
3
Miguel Cabrera
DET
688
7.1
4
Adrian Gonzalez*
BOS
715
6.9
5
Dustin Pedroia
BOS
731
6.8
6
Evan Longoria
TBR
574
6.3
7
Alex Gordon*
KCR
690
5.9
8
Mike Napoli
TEX
432
5.5
9
Alex Avila*
DET
551
5.4
10
Ian Kinsler
TEX
723
5.4
11
Adrian Beltre
TEX
525
5.2
12
Curtis Granderson*
NYY
691
5.2
13
Ben Zobrist#
TBR
674
5.1
14
Peter Bourjos
LAA
552
5
15
Erick Aybar#
LAA
605
4.7
16
Robinson Cano*
NYY
681
4.6
17
Alberto Callaspo#
LAA
536
4.5
18
Yunel Escobar
TOR
590
4.4
19
Brett Gardner*
NYY
588
4.4
20
Jhonny Peralta
DET
576
4.4
22
Kevin Youkilis
BOS
517
4.3

My Ballot...

The finalists in descending order for my Stan Musial Award ballot are as follows:

10. Ben Zobrist - Played multiple positions, 2nd base and in the outfield, stole bases, hit 72 extra base hits and didn't get enough recognition for his season.

9. Dustin Pedroia - This guys was such a pest this season, it even bugs me that I've included him on this list.

8. Evan Longoria - Forget batting average, this guy had a monster season while playing stand out defense at a position of premium.

7. Robinson Cano - 81 extra base hits for a 2b ain't too shabby.

6. Alex Avila - Finished 7th in the American League in OPS+ as a catcher playing almost every day.

5. Adrian Gonzalez - Led the American league in hits, 2nd in average, 3rd in OPS and OPS+, 3rd in OBP and among the best defensive 1st basemen.

4. Curtis Granderson - Piled up the counting stats with 136 runs, 10 triples, 41 home runs, 119 rbi's and 25 stolen bases.

3. Miguel Cabrera - No one in baseball got on base at a higher rate than Cabrera.

2. Jacoby Ellsbury - A number 1 selection most other years as the speedy centre-fielder known for stolen bases led the league in total bases in 2011

And My #1 Selection is...

1. Jose Bautista

I know what you are thinking, 'of course a Blue Jay Blogger is going to pick Jose Bautista #1', well hold on there a second, Jose Bautista simply was the top player in the American League.  Not only did he lead the AL in WAR, but he came .001 point from winning the American League Sabermetric Triple Crown.  That is leading the league in OBP, SLG and OPS, which he would have if it were not for a late season surge by Miguel Cabrera that moved him a hair above Bautista in OBP.

For those that argue that Jacoby Ellsbury was the better player because of the added number of steals, hits, etc., I simply state that Jose Bautista got on base 287 times, which was 23 more times than Ellsbury in spite of having 77 fewer plate appearances, and oh yeah, and Bautista also hit 11 home runs more than Ellsbury, therefore more power plus getting on base more often equals better hitter.