Showing posts with label baseball. Show all posts
Showing posts with label baseball. Show all posts

Wednesday, September 28, 2011

Voters Registration

Once again the debate is on for who should win each baseball award. So here are the hypothetical votes that I would submit and which awards I would vote for.

Best Pitcher - Cy Young Award
This is the award for who had the best stuff during the entire year.
RankALNL
1CC SabathiaRoy Halladay
2Justin VerlanderClayton Kershaw
3Dan HarenCliff Lee
4Jered WeaverMadison Bumgarner
5C.J. WilsonMatt Cain
6Doug FisterMatt Garza
7Felix HernandezCole Hamels
8David PriceIan Kennedy
9James ShieldsDaniel Hudson
10Justin MastersonTim Lincecum


Best Non-Pitcher - The Babe Ruth Award
This is the award for the best position player. Both hitting and fielding are considered
RankALNL
1Jacoby EllsburyMatt Kemp
2Jose BautistaRyan Braun
3Ian KinslerJoey Votto
4Dustin PedroiaJustin Upton
5Miguel CabreraTroy Tulowitzki
6Curtis GrandersonJose Reyes
7Alex GordonBrandon Phillips
8Adrian GonzalezShane Victorino
9Ben ZobristAndrew McCutchen
10Adrian BeltrePrince Fielder


Most Valuable Player - Lou Gehrig Award
This is the award for the person who added the most during games to get their team a win.
RankALNL
1Jose BautistaPrince Fielder
2Miguel CabreraJoey Votto
3Jacoby EllsburyMatt Kemp
4Josh HamiltonRyan Braun
5Justin VerlanderLance Berkman
6Jered WeaverIan Kennedy
7James ShieldsRoy Halladay
8Dan HarenCliff Lee
9Ricky RomeroCole Hamels
10Josh BeckettAlbert Pujols


Gold Glove Award
This award is for the best fielder at each position per league.
PositionALNL
CatcherMatt WietersJonathan Lucroy
First BaseAdrian GonzalezJoey Votto
Second BaseDustin PedroiaBrandon Phillips
Short StopAlexei RamirezClint Barmes
Third BaseAdrian BeltrePlacido Polanco
Left FieldBrett GardnerGerardo Parra
Center FieldJacoby EllsburyChris Young
Right FieldDavid DeJesusJason Heyward
PitcherFelix HernandezJake Westbrook

Friday, July 08, 2011

Saber Answer to 300 Wins

Yesterday I took on the 3000 hits plateau. Today, 300 wins. Trying to smooth out longevity and performance is difficult with pitchers. There are so many eras out there. This list because of its components is skewed towards the former days. I considered all outings since 1890 so that Cy Young would be involved. In the 1880s some pitchers threw up to 650 innings in a year and really skewed things. But for simplicity sake, I chose Innings Pitched divided by WHIP minus 1 times 2. Boy that seems complicated doesn't it. Basically it measures longevity in innings pitched. Performance is measured by (WHIP - 1) * 2. This takes CY Young's WHIP of 1.13, turns it into .13, and then finally into .26. The times 2 part keeps some rarely used pitchers with good stats from sneaking too far up the ladder. I also limited this to pitcher with > 1500 innings pitched. Without that restriction, Mariano Rivera is the greatest pitcher ever (which you could argue for I guess). So without further ado, here is the list:

















































RankNameWinsW RankIPWHIPNew Stat
1Walter Johnson41725914.21.0648338
2Christy Mathewson37334780.21.0540543
3Cy Young51117354.21.1228322
4Pedro Martinez219632827.11.0525966
5Mordecai Brown239463172.11.0624083
6Pete Alexander373351901.1221411
7Tom Seaver311154782.21.1219755
8Eddie Plank326104495.21.1118891
9Don Sutton3241152821.1418525
10Greg Maddux35575008.11.1417492
11Juan Marichal243423507.11.1017328
12Babe Adams1941072995.11.0916257
13Fergie Jenkins284234500.21.1415851
14Gaylord Perry314145350.11.1814801
15Rube Waddell1931152961.11.1014521
16Roger Clemens35484916.21.1714237
17Robin Roberts286224688.21.1613809
18Warren Spahn36355243.21.1913465
19Chief Bender2127530171.1113385
20Catfish Hunter224553449.11.1312849
21Bert Blyleven2872149701.1912551
22Doc White18912130411.1212429
23Deacon Phillippe18912126071.1012402
24Randy Johnson303174135.11.1712077
25Curt Schilling2166832611.1311868
26Don Drysdale2098134321.1411616
27Kid Nichols36165056.11.2211372
28Jim Palmer2682839481.1810945
29Sandy Koufax1651772324.11.1010938
30Nolan Ryan3241153861.2410889
31Carl Hubbell253353590.11.1610814
32Steve Carlton32995217.11.2410566
33Jim Bunning224553760.11.1710505
34Eddie Cicotte208843223.11.1510369
35Bob Gibson251363884.11.1810320
36Dennis Eckersley197983285.21.1610204
37Jack Powell2454043891.2110127
38Phil Niekro318135404.11.2610078
39John Smoltz2137434731.179870
40Jack Chesbro198952896.21.159623
41Vic Willis2493739961.209538
42Sam Leever1941072660.21.149415
43Mike Mussina270263562.21.199292
44Ed Reulbach1821362632.11.149190
45Joe McGinnity246393441.11.189152
46Bret Saberhagen1671672562.21.149097
47Hoyt Wilhelm1432402254.11.129044
48Luis Tiant229523486.11.198769
49Jim Kaat283244530.11.258748
50Tommy John288204710.11.288328


The winners? Pedro Martinez and his 219 wins. Lots of people from the early days... Sandy Koufax and his short lived career.

The losers? Lefty Grove and his 1.28 WHIP. Tom Glavine and his 1.31 WHIP.

Thursday, July 07, 2011

Saber Answer to 3000 Hits

3000 hits is always a fun topic. Does it mean anything or is it arbitrary? I decided to come up with a new stat to judge hitters by: Plate Appearances times On Base Percentage. This combines longevity with performance. How does this redefine our top hitters? Currently 27 players have 3000 or more hits. If we sort by PA * OBP, we have to show 76 players to see those 27.




































































































RankNameHHit RankOBPPA * OBP
1Pete Rose425610.3735929
2Barry Bonds2935320.4445599
3Ty Cobb418920.4235532
4Rickey Henderson3055210.4005343
5Carl Yastrzemski341960.3795304
6Stan Musial363040.4155282
7Hank Aaron377130.3735205
8Tris Speaker351450.4164998
9Babe Ruth2873400.4684978
10Eddie Collins3315100.4064891
11Willie Mays3283110.3834791
12Ted Williams2654710.4814714
13Mel Ott2876390.4094648
14Eddie Murray3255120.3594606
15Frank Robinson2943310.3884561
16Craig Biggio3060200.3604505
17Honus Wagner341580.3834503
18Rafael Palmeiro3020240.3704460
19Paul Molitor331990.3664460
20Wade Boggs3010250.4134445
21Cap Anson341870.3914433
22Joe Morgan2517910.3904422
23Cal Ripken3184140.3394379
24Dave Winfield3110190.3524351
25Al Kaline3007260.3744339
26Gary Sheffield2689630.3924299
27George Brett3154150.3684283
28Paul Waner3152160.3974281
29Lou Gehrig2721570.4424274
30Frank Thomas2468990.4194222
31Ken Griffey Jr.2781480.3694174
32Mickey Mantle24151120.4194161
33Robin Yount3142170.3394156
34Derek Jeter2997280.3804125
35Jimmie Foxx2646720.4254111
36Rod Carew3053220.3884096
37Charlie Gehringer2839450.3984075
38Alex Rodriguez2762500.3854069
39Luke Appling2749520.3964062
40Reggie Jackson2584810.3554055
41Rusty Staub2716580.3604050
42Chipper Jones2562850.4034020
43Rogers Hornsby2930340.4234016
44Manny Ramirez2574830.4104012
45Jim Thome22391600.4034007
46Tim Raines2605750.3833977
47Tony Gwynn3141180.3863955
48Jesse Burkett2850420.4113954
49Harold Baines2866410.3553942
50Omar Vizquel2831460.3303898
51Nap Lajoie3242130.3723892
52Dwight Evans24461080.3683890
53Darrell Evans22231670.3593863
54Luis Gonzalez2591790.3663857
55Jeff Bagwell23141380.4073843
56Fred McGriff2490960.3763834
57Lou Brock3023230.3413833
58Mike Schmidt22341620.3793820
59Richie Ashburn2574830.3913815
60Roberto Alomar2724560.3653806
61Billy Williams2711610.3613799
62Eddie Mathews23151370.3743785
63Max Carey2665660.3513782
64Bobby Abreu23421270.3993771
65Brooks Robinson2848430.3193761
66Sam Rice2987290.3663751
67Sam Crawford2961300.3533744
68Goose Goslin2735540.3803739
69Jake Beckley2930340.3563729
70Tony Perez2732550.3403700
71Fred Clarke2672650.3763699
72Harmon Killebrew20862220.3753693
73Harry Hooper24661010.3593678
74Johnny Damon2662680.3523663
75Bill Dahlen24571050.3523661
76Roberto Clemente3000270.3583656
77Frankie Frisch2880380.3603639
78Willie McCovey22111710.3743625
79Edgar Martinez22471590.4173619
80Zack Wheat2884370.3613611
81Todd Helton23181360.4223605
82George Davis2660690.3553605
83John Olerud22391600.3973602
84Chili Davis23801170.3593589
85Lou Whitaker23691200.3593586
86Willie Keeler2932330.3733585
87Eddie Yost18633320.3893576
88Al Simmons2927360.3753572
89Ozzie Smith24601030.3303565
90Harry Heilmann2660690.3963556
91Mark Grace24451090.3823554
92Brett Butler23751190.3713542
93Julio Franco2586800.3633541
94Nellie Fox2663670.3403524
95Roger Connor24671000.3963507
96Mickey Vernon2495950.3553499
97Willie Randolph22101720.3683491
98Rabbit Maranville2605750.3093483
99Andre Dawson2774490.3223474
100Dave Parker2712600.3383451

So who wins using this system? Well, Barry Bonds, Rickey Henderson, Babe Ruth, and Ted Williams all move up. Not bad at all.

Who loses? Roberto Clemente (twice as many strikeouts as walks), Lou Brock (over 1700 strikeouts)

So using that stat... hitters with a PA*OBP > 4500 would be:
  1. Pete Rose
  2. Barry Bonds
  3. Ty Cobb
  4. Rickey Henderson
  5. Carl Yastrzemski
  6. Stan Musial
  7. Hank Aaron
  8. Tris Speaker
  9. Babe Ruth
  10. Eddie Collins
  11. Willie Mays
  12. Ted Williams
  13. Mel Ott
  14. Eddie Murray
  15. Frank Robinson
  16. Craig Biggio
  17. Honus Wagner

Not a bad group to be in.

Tuesday, March 29, 2011

2011 Baseball Predictions

In the past (2009, 2008, and 2007) I have made predictions about the outcome of the baseball season. I based these on the previous year's record and then added in my own personal adjustment. It is a fairly simple formula.

Previous Years Wins +/- Off-season Moves.

This years predictions are below:

AL East
  1. 97 - 65 Boston Red Sox

  2. 88 - 74 New York Yankees

  3. 82 - 80 Tampa Bay Rays

  4. 74 - 88 Baltimore Orioles

  5. 69 - 93 Toronto Blue Jays
The Red Sox are far and away the class of the division with their staff. The Yankees have a lineup but a questionable rotation. The Rays will take a step back with the loss of key players. The Jays should stink it up.

AL Central
  1. 91 - 71 Minnesota Twins

  2. 87 - 75 Chicago White Sox

  3. 81 - 81 Detroit Tigers

  4. 77 - 85 Cleveland Indians

  5. 71 - 91 Kansas City Royals
The Twins have the tools to win this division. The White Sox will put up quite a fight though. The rest are just also rans.

AL West
  1. 87 - 75 Texas Rangers

  2. 85 - 77 Oakland Athletics

  3. 80 - 82 Los Angeles Angels

  4. 65 - 97 Seattle Mariners
The Rangers and As will duke it out for the playoff spot. The lineup of the Rangers should give them the edge.

NL East
  1. 98 - 64 Philadelphia Phillies

  2. 90 - 72 Atlanta Braves

  3. 80 - 82 Florida Marlins

  4. 70 - 92 New York Mets

  5. 66 - 96 Washington Nationals
What's not to love about arguably the best rotation ever. The Braves however will compete mightily in the NL. The Mets and their putrid rotation will fall back this year.

NL Central
  1. 89 - 73 Milwaukee Brewers

  2. 86 - 76 St. Louis Cardinals

  3. 82 - 80 Chicago Cubs

  4. 82 - 80 Cincinnati Reds

  5. 70 - 92 Houston Astros

  6. 69 - 93 Pittsburgh Pirates
This will be the hardest division to win this year. I can honestly see any of the top 4 teams pulling it out. I like the Greinke addition and the Prince contract year to pull it out.

NL West
  1. 91- 71 San Francisco Giants

  2. 83 - 79 Los Angeles Dodgers

  3. 81 - 81 Colorado Rockies

  4. 78 - 84 San Diego Padres

  5. 68 - 94 Arizona Diamondbacks
As usual, I am not sold on anything in this division except the Giants rotation.


AL Playoffs
Boston over Texas and Minnesota over New York
Boston over Minnesota

NL Playoffs
Phillies over Brewers and Braves over Giants
Phillies over Braves

World Series
Phillies over Boston

Tuesday, April 06, 2010

Play Ball

Scott Feldman throws out the first pitch of the 2010 season. Baseball is back, and that is a good thing. I was fortunate enough to attend the 2009 opener. It is hard to top the experience of an opening day game. Several opening day quick hits and then some player analysis.

Opening Day Thoughts
  • First off kids, I found out that Santa is a Rangers fan. He sat 3 rows in front of me and handed out business cards all game long.
  • Opening Day at the ballpark is a celebration of everything Texas. We had Nolan Ryan and Roger Staubach on the mound for the ceremonial first pitch. Staubach still has quite an arm and threw a great first pitch. I can't think of any 2 bigger names that you could put out there except the Lone Ranger. And yes, he was on the jumbotron leading our 9th inning rally. The singing of Deep in the Heart of Texas has much more passion than Take Me Out to the Ballgame. In this picture our goofy recent mascot Rowdy tries to catch the strike from Roger in his mouth.
  • Steak Nachos - YES
  • On the left field wall "Around the League" scoreboard, we kept highlighting the fact that Roy Halladay won his opening day game. That had to be intentional.
  • Before the game started, a former paratrouper with no legs dropped into the stadium. Incredible.
  • I am out of practice on clapping. When the game got wild in the late innings, my hands were beet red.
  • I am pretty sure that if you start drinking hours before a 1 PM game, you might have some issues. Just my opinion.
  • Speaking of which, the most awkward moment of the game belongs to Budweiser. They sponsored a between innings thing where they announced they would put people drinking Bud on the jumbotron. Guess what, they found NOBODY. For 30 seconds to a minute, just an icon on the screen. Jokes were rampant about how "I guess nobody drinks that stuff."
  • 2 of the 9 Rangers come up to plate with Christian intro music. Josh Hamilton has Toby Mac and Chris Davis has Let it Fade by Jeremy Camp.
  • I found a new route to the ballpark that had virtually no traffic. Take the Bush Turnpike (161) south until it ends. Drive over I 30 and take a right on SH 180. Take this over 360 all the way to Stadium drive. I had almost no traffic in and out of the game.
  • The Lexus Club seats in the corners of the stadium are really good. They are priced at $25 for most games, have almost no lines for bathroom and food out back, and on the first base side are shaded from the sun. I will aim for these seats again.

Scouting Report
  • Julio Borbon has a horrible looking swing. I am calling it the Slap Chop. He looks like he is hoping to foul off the pitch.
  • Michael Young is solid. He picked right up where he left off. Solid hits.
  • Josh Hamilton did not have the best day, but his swing looked good and his at bats were good. His arm in left kept a run from coming in.
  • Vlad still has it. That guy has crazy extension. He looks like he is swinging a 12 foot tree or something. He also hit one of the farthest foul balls I have seen to the 3rd deck left of the foul pole. Also, what is his history with the Jays? They threw at his neck on the first pitch he saw.
  • Nelson Cruz is really really good. He hit a 400 foot shot into the wind. He also has good range in the field. He cut off a line drive in the gap that I figured for a double at least and kept the runner at first.
  • Chris Davis did not get any hits, but his at bats looked good. There were no ugly strikeouts.
  • Salty was pretty weak at the plate until the last pitch of the game. He did his job and lifted it over the pulled in outfielders.
  • Andres Blanco looks like he is not ready for the big leagues. Please come back quick Kinsler.
  • Elvis Andrus pulled a good looking double play. His bat was so-so.
  • 2-6 was dangerous in our lineup: Young, Hamilton, Vlad, Cruz, Davis. The rest were gimme outs most of the game.
  • Scott Feldman is hard to judge. He got hit really hard. His box score line looks better than what I saw. A lot of rockets were hit right to people. In fairness, the winds were gusting up to 25 MPH and so that might have affected him. He settled down in the 5th, 6th, and 7th which is a good sign.
  • Neftali Feliz needs a 2nd pitch. He topped out at 97 MPH and hitters were looking fastball all the way. Breaking pitches were automatic takes and most likely balls.
  • Darren Oliver still has it at age 39. He should be valuable this season.
  • Franky was decent in the closer role but made me nervous.
  • Shaun Marcum had a quiet no hitter going at the park. He does not throw that hard (never saw him hit 90) but until the 7th, no one could hit his stuff except straight to a player.
  • Adam Lind is the real deal. He made solid contact throughout the game.
  • Vernon Wells looked like his old self. He crushed one off of Feldman and turned on a Feliz fastball. I am definitely bullish on him.
  • Besides those 2, the Jays looked really really weak. Their lineup will not fare well in the AL East.

Salty about to hit the game winner:
The crowd goes wild!

Monday, August 03, 2009

Quit Fooling Yourself

I am tired of being saturated with overly hyped meaningless statistics. At least, I am 63.78% sure that I am. The film industry has been getting away it for years and this chicanery cannot go on. The is one of the few industries that publicly denies that inflation exists. The only inflation that they are aware of involves either bicycle tires or their own track record of success.

The only statistic that is publicly acknowledged is Gross Revenue, or how much money they took in. Now it is one thing to report a statistic such as this, but it is another thing to flaunt it. This film had the largest opening for a non-action film debuting on a second Thursday in July since 1974! I am sorry, but that is really disingenuous.

The business world does not fawn over Gross Revenue numbers like this. They use calculations like Net Profit and Return on Investment (Money you make / Money you spent). And guess what, companies don't break all time records every three weeks!

Another example is baseball. Aside from the sport's recent spotty numbers, they have not inflated their statistics. For instance, what if baseball did what the film industry does and multiply home runs by average price of admission? This year (2009) the average ticket price to a Yankees game is $72.97. The year before (2008) the average price was only $41.40. So Alex Rodriguez's 35 home runs last year would equal 1449. This year's 19 home runs equals 1386. So by the movie theater logic, he is 1 home run away from besting last year's rousing success. I don't think so. Let's go back to $5 dollar seats in 1961 and look at Roger Maris's amazing 61 home runs. Wait no, that only equals 305. ARod is almost 5 times better than Maris this year according to the industry.

So, what is the solution?
A simple acknowledgment of total ticket sales . Now there is once again a problem with this because the population has grown, but not near as much as prices have. Or maybe we can use a percentage of the total census that saw the movie. So in 2009, 17.5% of the population saw that movie. So for example, so far this year, roughly 47 million Americans have seen Transformers 2. Impressive. Current figures put the number of people in the country at 307 million. So Transformers 2 sold tickets to 15.33% of Americans. Now there is a statistic I can buy.

Let's put this in perspective a little. In 1993, Jurassic Park came out. So far, Transformers 2 has sold $30 million more than the Crichton classic. But wait, ticket prices were different back then. Jurassic Park sold more than 86.2 million tickets in America. In 1993, the estimated population was around 258 million people. Jurassic Park sold tickets to 33.41% of Americans.

So while Transformers 2 has grossed more than Jurassic Park did, Jurassic Park attracted twice as much of the population to the theater.

So if we unwind, all of the inflation gobbledygook, we are left with the following list of movies that were 'huge' in my conscious lifetime. And whether you liked the movies or not, you can remember that these movies were huge events out there.

  1. Titanic-1997
  2. Jurassic Park-1993
  3. Star Wars: Episode I - The Phantom Menace-1999
  4. Forrest Gump-1994
  5. The Lion King-1994
  6. The Dark Knight-2008


Come on Hollywood, let's be realistic.

Monday, April 06, 2009

Opening Day 2009

Pregame Festivities

Balloons Released Around Noon


Rosters and Alumni


The Biggest Flag Ever


President Bush (43), Nolan Ryan, and owner Tom Hicks on the mound


View During the Game



My Dad and I During the 7th Inning Stretch



Thoughts from the Game

  • If traffic was that bad for a Rangers game, I do not want to be out there within a week of a Cowboys game
  • Ian Kinsler is hitting the ball very well. Everything was solid contact
  • Michael Young is a very good defensive 3rd baseman
  • Josh Hamilton has not found his groove yet, but his Willie Mays catch in center was great
  • Nelson Cruz looked off on every play in right field, not a good sign
  • Hank's Homies should be excited, he seems motivated this year
  • Marlon Byrd continues to be too productive to ignore
  • Chris Davis looked silly at the plate
  • Salty showed why his bat earned the starting job
  • Andrus was nimble and efficient, exactly what we want
  • Millwood was fooling hitter all day, lots of sky high pop ups
  • Grady Sizemore is fast... beat out a for sure double play by making it to 2nd
  • Nothing like a packed house to fire up the troops
  • Note to the home crowd, our pitchers throw worse when you get rowdy
  • Opening Day is much better than Monday at the Office

Thursday, April 02, 2009

2009 Baseball Predictions

So once again, I offer the greatest compilation of sports prognostication around. I crunched the numbers and added in my own special expertise. Without further adieu, the greatness:

AL East
  1. 95 - 67 Boston Red Sox

  2. 89 - 73 New York Yankees

  3. 88 - 74 Tampa Bay Rays

  4. 78 - 84 Toronto Blue Jays

  5. 68 - 94 Baltimore Orioles

AL Central
  1. 85 - 77 Cleveland Indians

  2. 84 - 80 Minnesota Twins

  3. 83 - 78 Detroit Tigers

  4. 81 - 71 Chicago White Sox

  5. 74 - 88 Kansas City Royals

AL West
  1. 88 - 74 Los Angeles Angels

  2. 83 - 79 Texas Rangers

  3. 80 - 82 Oakland Athletics

  4. 69 - 93 Seattle Mariners

NL East
  1. 90 - 72 Philadelphia Phillies

  2. 87 - 75 New York Mets

  3. 82 - 80 Florida Marlins

  4. 75 - 87 Atlanta Braves

  5. 72 - 90 Washington Nationals

NL Central
  1. 91 - 71 Chicago Cubs

  2. 89 - 73 St. Louis Cardinals

  3. 86 - 76 Milwaukee Brewers

  4. 82 - 80 Houston Astros

  5. 74 - 88 Cincinnati Reds

  6. 70 - 92 Pittsburgh Pirates

NL West
  1. 89 - 73 Los Angeles Dodgers

  2. 83 - 79 Arizona Diamondbacks

  3. 81 - 81 San Francisco Giants

  4. 75 - 87 Colorado Rockies

  5. 70 - 92 San Diego Padres


So according to that account the Playoffs look like:

American League: Boston, Cleveland, Los Angeles and New York

National League: Philadelphia, Chicago, Los Angeles, and St. Louis

World Series: Boston over Chicago

Wednesday, March 11, 2009

2009 Baseball Predictions Primer

In the past (2008 and 2007) I have made predictions about the outcome of the baseball season. I based these on the previous year's record and then added in my own personal adjustment. It is a fairly simple formula.

Previous Years Wins +/- Off-season Moves.

This year I am taking a different approach. I have run some regression statistics and will be using those. I figured that I would explain the process before I actually posted the predictions. I have run a regression analysis on the premise that Win Total is a function of OPS and WHIP. To make it simpler, Winning is a combination of Hitting and Pitching. I chose OPS and WHIP as indicators of each respectively. Running a regression analysis on the past 5 seasons, I came up with this formula:

Win Total = 55.19 + (192.8 * OPS) - (86.2 * WHIP)

Now, you may ask, "How accurate is that formula?" A good question. According to the regression model, the adjusted R squared is .7835. In other words, The above formula accounts for 78.35% of the reason wins are the total that they are. For baseball, this is a fairly strong relationship. There is obviously no way to account for random occurrences fully, so a good 21.65% is still left to chance and situational factors.

So with that formula in mind. I calculated how many wins each team would have won if that formula were perfect. I then took the difference between reality and prediction and multiplied it by 78.35%. So with that, I have come up with the Adjusted Win Total for each team last year.

I will use this as my base prior to adjustment this year rather than actual results. Why do I want to do this? I want to know how good teams were, not how lucky they were. Therefore my formula this year is:

Previous Years Adjusted Wins +/- Opinion of Off-season Moves.

So what exactly are the adjusted win totals that I will be working with?

AL East
  1. 96 - 66 Boston Red Sox

  2. 92 - 70 Tampa Bay Rays

  3. 89 - 73 Toronto Blue Jays

  4. 87 - 75 New York Yankees

  5. 68 - 94 Baltimore Orioles

AL Central
  1. 91 - 71 Chicago White Sox

  2. 84 - 78 Cleveland Indians

  3. 84 - 78 Minnesota Twins

  4. 76 - 86 Detroit Tigers

  5. 75 - 87 Kansas City Royals

AL West
  1. 88 - 74 Los Angeles Angels

  2. 77 - 85 Texas Rangers

  3. 72 - 88 Oakland Athletics

  4. 61 - 101 Seattle Mariners

NL East
  1. 88 - 74 Philadelphia Phillies

  2. 85 - 77 New York Mets

  3. 82 - 80 Florida Marlins

  4. 77 - 85 Atlanta Braves

  5. 63 - 99 Washington Nationals

NL Central
  1. 98 - 64 Chicago Cubs

  2. 87 - 75 Milwaukee Brewers

  3. 87 - 75 St. Louis Cardinals

  4. 81 - 81 Houston Astros

  5. 71 - 91 Cincinnati Reds

  6. 61 - 101 Pittsburgh Pirates

NL West
  1. 86 - 76 Arizona Diamondbacks

  2. 85 - 77 Los Angeles Dodgers

  3. 74 - 88 Colorado Rockies

  4. 70 - 92 San Diego Padres

  5. 68 - 94 San Francisco Giants


Which team was adjusted the most?
Los Angeles Angels (-12 wins)

Feel free to post comments or suggestions. Is there a stat that you think would be better to use than either OPS or WHIP?

Thursday, February 26, 2009

Bear Down

How does a baseball team's ability to keep runner's from scoring affect their win total? Today I am going to look at the relationship between Team Wins and Left on Base %.

Team Wins
Number of total wins for a team

Left On Base %
The percentage of hitters that reach base but do not score.

I charted out 2008's values to see what kind of trendline it would generate. The Correlation is only about 60%, but if you remove the 1 obvious anomaly, it jumps to 70%.

It is quite obvious that holding runners or bearing down is a key component to winning. What determines how far a team is above or below the line? Hitting

The anomaly? That would be the 79 win Texas Rangers. The equation Wins = 435.37(LOB %) - 231.28 describes the slope of the line without the Rangers. That would peg the Rangers at 55 Wins last year based upon pitching.

The teams that were farthest from the line were (Actual to Equation):
Can't Hit
Seattle Mariners (61 to 77)
Washington Nationals (59 to 74)
San Diego Padres (63 to 77)

Hit a lot
Texas Rangers (79 to 55)
California Anaheim LA Angels (100 to 87)

Friday, February 20, 2009

Don't Hold Back

In preparation for the upcoming baseball season and because I am finishing up a statistics course, I am going to do a series on interesting stats from the great game. These are not necessarily original statistics, but the ones that I find interesting. All stats come from last season.

Fast Ball Percentage
To what degree do pitchers feel comfortable throwing the heat? Are they pretty sure that you will chase junk in the dirt? I think answers to these questions should help a player focus on areas to improve during the offseason. The average player sees about 60% fastballs when they come to the plate.

Let's start with players around the league who should swing early and assume fastball. Pitchers think that they cannot get around on a good fastball.
PlayerTeamFastball %
Juan PierreDodgers70.1 %
Chone FigginsAngels69.1 %
Placido PolancoTigers68.1 %
Johnny DamonYankees67.8 %
Matt HollidayRockies67.0 %

Two Rangers this year need to take notice:
PlayerTeamFastball %
Taylor TeagardenRangers70.8 %
Frank CatalanottoRangers66.6 %


As far as players who can't hold back on any pitch, the following are in the cellar. Pitchers think that they can get them to whiff on anything with movement. If this group does not stay planted on their back feet, they are toast.
PlayerTeamFastball %
Alexei RamirezWhite Sox47.0 %
Hunter PenceAstros49.8 %
Dan UgglaMarlins50.2 %
Aubrey HuffOrioles51.0 %
Ryan HowardPhillies51.2 %
Geovany SotoCubs51.2 %

The offending Rangers are:
PlayerTeamFastball %
Hank BlalockRangers53.2 %
Josh HamiltonRangers53.4 %
Chris DavisRangers55.3 %
Nelson CruzRangers55.4 %

Tuesday, February 17, 2009

That's So 2003

Today the media got all hyped up and was ready to lynch someone who dared offend them. They posted their 'questions they would have asked' and demanded answers. And today, Alex Rodriguez gave a bunch of answers. Answers that in my opinion are plausible and a demeanor that seemed believable. He claims that he stopped taking something 6 years ago.

If this press conference was held 6 years ago, 500% more fans would care and 5000% more average joes would care. The fact of the matter is that I, like most people, am over it. I have other things to worry about right now (job, savings, a house, grad school, work...). I may have given an impassioned response in the past, but not these days. I think a lot of people have reached this point. Let's move on.

Back when ARod quit using banned substances...

50 Cent and Evanescence had successful debut albums with Outkast's Hey Ya being the most downloaded song of the year.

The Lord of the Rings movies finally closed, Pirates of the Caribbean came out, 2 Matrix films hit the theaters, and Finding Nemo defined a 12 step program for sharks.

The Tampa Bay Buccaneers won the Super Bowl over the Oakland Raiders... yes the very same joke of a team that we have today.

Arnold Schwarzenegger was elected Governor of California.

I was in college that year.

I wasn't even engaged to be married until the end of that year...

Caring about juiced players is sooo 2003.

Saturday, February 07, 2009

The Doldrums


We went to check on the house today. Since we are done making decisions, I figure that they should be about done by now too. WRONG! Permits apparently take some time to go through. So until then, nothing happens on the lot.

This reminds of the baseball talk this time of year. Everyone is fishing for a story but is just scrambling for who knows what. Today I hear that "that the Rangers are 'considering' signing Andruw Jones." No one in their right mind would do such a thing. Further proof that things are puttering along waiting to be kicked into gear.

This is a view from about where Kimberlee's office will be:

Thank goodness that Spring Training is just around the corner.

Saturday, December 13, 2008

Thoughts from Panera Bread

Free WiFi is awesome. It allows you to get out of the house and do the exact same thing as always, but with scenery. Panera Bread has given me the opportunity today and I am grateful. Obviously I am a little busy these days if I am posting from here, so let me throw some quick shots out today.

Sports
I am about footballed out right now. Being in Dallas, the Cowboys occupy 75% of the airwaves this time of year at a minimum. This team has done its best to take my little interest and step on it. The high school feuds that exist or are trumped up by the talking heads have me wishing for sports talk in place of the tabloid gossip.

The Ranger's off season so far has been non-dramatic which makes me somewhat happy. We sold on the down tick with Gerald Laird. His five tool player status along with his experience merits more than a high school kid and a slow to mature AA player. I don't think the return was horrid, but it was underwhelming. So far they have yet to sign a blockbuster player. Thank Goodness! Kerry Wood and his permanent spot on the disabled list went for over 10 million a year. Thankfully we are not weighing down our future with such contracts. I don't care how good you are (Teixeira, CC, etc.), 6+ year contracts are nuts in this league. It guaranteed... results are anything but. I for one would love to see contracts have a consistent base league-wide based on experience and then having significant bonuses tied to performance. 55 home runs one year brings in 8 million extra, the slump the next year to 21 homers only brings in 2 million. How much drama could we eliminate with such a system. How much easier to keep franchise players that build a fan base. Most likely it is too simple to actually happen.

Church
I have a structural engineer teaching our Young Marrieds class at church this quarter. This bodes well for both my excitement and my comprehension. I have a subtle feeling that some us may have to be translators if he gets too technical, but I bet his lessons won't be hard to understand.

Cinema
Once again the holidays are here and movies that technical have not been released are being considered for yearly honors. Just sad. I wish they would have awards that require 100 million in sales to get be eligible. No more artsy films that are only released in 17 theaters. I am not saying that all of these films stink, but at least talk about films that people have heard of. Using my new eligibility rules from above, here are the best films of the year based upon the buzz generated by the common man:


Roundhouse to the Oscars

The Dark Knight
Iron Man
Wall-E
Get Smart
Kung Fu Panda
Indiana Jones
High School Musical 3

Not the list that you will see anywhere near the Academy Awards, but certainly the list of movies that I have been hearing about.

New Laptop
I got a new laptop about a week ago. I am so pumped. The last computer purchase that I made was before I started college in the summer of 2000. I went with an Asus that I got off of NewEgg. It has an Intel Core2Duo P8600 processor, 4 Gigs of RAM, a 320 Gig Hard Drive, and a huge 1 Gig NVidia GeForce 9650 GT graphics card. The best games from my old system look like an Atari on an HD TV. Oh, and I got this since I started grad school this fall...

Heard While Making This Post
Weezer - Possibilities
The Calling - Wherever You Will Go
Jimmy Eat World - Sweetness

Friday, November 07, 2008

The Lighter Side

It is time for a post on the lighter side of things. I have noticed that Baseball has slipped to #2 on my topics list, so today I am going to help it and other topics get more recognition.


It's Hot Stove Season in Baseball Land
Oh boy am I excited. Possible blockbuster deals and team upgrades make this time of year a fun time to keep up with the great game. Being in Texas, I don't see many of the big names coming here. I would love to trade Salty for a pitcher. Greinke appears to be a possibility that I would go for. Any trade must be for a promising pitcher. We don't need anything else right now.


The Best Stadium?
Today on the lovely Ticket, the broadcasters boldly predicted that the new Dallas Cowboys stadium was so expensive, so luxurious, and so innovating that it would be the best sports stadium for at least 10 years. They justify this position by claiming that Jerry Jones is more ambitious and has more money to spend than anyone else.

I am going to boldly take the opposite side of this argument. I think it will be less than 5 years (probably 3) before some new stadium takes over the title. I can't count how many new stadiums were hailed as the best ever and would never be topped, all have since been dethroned. I guarantee that this one will be topped and saying otherwise is not a wise stance to take.

Now don't get me wrong, I think that it will be a great place for many years to see a game. But the best? I tend to think it will be outdone by someone and in the not-so-distant future.


How To Cut In Line
Check out this article on the best ways to cut in line. A quick look:
researchers have tried to unpick the psychology of the queue, though most work has focused on reducing consumer frustration. However, one classic study found that New Yorkers were more likely to react to people who cut in front of them in a subway queue than behind.

Yankee fans only care about who is in front of them (Red Sox), they never see it coming from behind (Rays).

A cheap shot and off topic... you bet. Thoroughly satisfying... definitely.


A Smart Choice
I rented Get Smart the other night and it exceeded my expectations. It had plenty of witty comedy, but kept from being downright silly. I give it a solid 4 out of 5.


Too Long?
People often complain about the length of the Baseball season. 162 games is a long season. But now that both Hockey and Basketball have started up, I suggest that they feel longer. Baseball goes roughly from March through October, or about 8 months. Basketball and Hockey go from roughly November through June, or about 8 months. The difference to me is that at least in baseball, my team is playing every day or two, not every three to four. All of the down time combined with the length of the playoffs make the 'Winter' sports drag on and on.

I think that we might need to take the schedules down a notch, but let's apply it to several sports.

Monday, September 29, 2008

The Untouchables

The following is a list of baseball players that have 1 thing in common. See if you can guess it!

Batters
Carl Crawford
David Ortiz
Adam Dunn
Chone Figgins
Russell Martin
Eric Byrnes
Travis Hafner
Paul Konerko
Jeff Francoeur
Troy Tulowitzki
Todd Helton
Jorge Posada
Ivan Rdoriguez
Michael Cuddyer
Gary Matthews Jr.
Andruw Jones

Pitchers
Erik Bedard
Aaron Harang
Javier Vazquez
Justin Verlander
Fausto Carmona
JJ Putz
John Maine
Pedro Martinez
Chien-Ming Wang
Joe Blanton
Brad Penny
Jeff Francis
Clay Buchholz
Eric Gagne
CJ Wilson

Figured it out yet?




These are all players that you should have avoided on draft day this season.

Yes, that is correct, this list of well knowns all stunk it up. Well maybe not all were awful, but they all produced much less than the preseason hype. Some broke down physically, other mentally, while others were just the cool pick of the year. There are many people that, upon looking at the above list last February, would call that a dream draft.

So you ask, what were the smart people buying?

Batters
Josh Hamilton
Dustin Pedroia
Ryan Ludwick
Aubrey Huff
Kevin Youkilis
Nate McLouth
Carlos Quentin
Carlos Delgado
Matt Kemp
Raul Ibanez
Jorge Cantu
Mark DeRosa
Xavier Nady
Andre Ethier
Milton Bradley
Randy Winn
Melvin Mora

Pitchers
Roy Halladay
Mariano Rivera
Cliff Lee
Tim Lincecum
Rich Harden
Joakim Soria
Justin Duchscherer
Ervin Santana
Ricky Nolasco
Grant Balfour
Mike Mussina

I hope that your team looked more like the 2nd list this year. Mine probably favored a little of both, but not enough of the second.

Thursday, September 25, 2008

Season Awards

Now is the time of the year for the age old debate of who was the best of the year. A lot of people views these awards as definitive in validating a players place in history. I think I can judge from this year's list of candidates that there are many difficult and maybe even arbitrary decisions to be made. Here is how I break down the races:

AL MVP
1. Justin Morneau - .308 BA, 23 HR, 129 RBI
2. Dustin Pedroia - .325 BA, 17 HR, 118 Runs
3. Carlos Quentin - .288 BA, 36 HR, 100 Runs
4. Grady Sizemore - .272 BA, 33 HR, 38 SB
5. Josh Hamilton - .304 BA, 34 HR, 126 RBI

NL MVP
1. Albert Pujols - .350 BA, 34 HR, 108 RBI
2. David Wright - .300 BA, 33 HR, 123 RBI
3. Lance Berkman - .314 BA, 29 HR, 104 RBI
4. Hanley Ramirez - .298 BA, 33 HR, 122 Runs, 33 SB
5. Matt Holliday - .321 BA, 25 HR, 107 Runs

AL Cy Young
1. Cliff Lee - 22-3, 2.54 ERA, 1.11 WHIP, 170 Ks
2. Roy Halladay - 19-11, 2.81 ERA, 1.06 WHIP, 201 Ks
3. Ervin Santana - 16-6, 3,25 ERA, 1.10 WHIP, 209 Ks
4. Francisco Rodriguez - 62 Saves, 2.27 ERA
5. Mariano Rivera - 38 Saves, 1.43 ERA, 0.68 WHIP

NL Cy Young
1. Tim Lincecom - 17-5, 2.66 ERA, 1.17 WHIP, 248 Ks
2. Brandon Webb - 22-7, 3.24 ERA, 1.20 WHIP, 176 Ks
3. Johan Santana - 15-7, 2.64 ERA, 1.17 WHIP, 197 Ks
4. CC Sabathia - 16-10, 2.80 ERA, 1.14 WHIP, 244 Ks
5. Ryan Dempster - 17-6, 2.99 ERA, 1.21 WHIP, 183 Ks

Wednesday, August 20, 2008

On the Edge of My Seat

The Carrot Has Been Dangled
Today is the 20th of August, 2008. The show's big star has all of the contestants lined up. There is silence among them. A grimace from one who can not handle the pressure. A look of quiet confidence from another. Who will be picked? Who will be deemed worthy of the prize? They have all courted in one way or another. The star has spent time with all of them, but now it all comes down to this special point in time. Bom, bom, bom! ...And we go to commercial. Come on! Just tell me already. Am I talking about the TV show the Bachelor? Not a chance. I am talking about the Veepstakes. Who is going to be the running mate in the election? Just tell me already! The anticipation is killing me...

Yes, It Was Me
You may be wondering who jinxed the Texas Rangers, that would be me. In my previous blog, I warned the Dallas Cowboys to watch out and put the region on notice. Since that time, they have gone 2-10, lost Ian Kinsler, thrown poor stand-ins up against major league hitters, and basically lost all interest from the city. Way to go guys!

and Yes, I am still Watching
According to Forbes magazine, the Texas Rangers have the most loyal fans in baseball.
No team's attendance is less tied to its on the field performance than the Rangers', and nowhere else in the country do fans peel off at a slower rate when the club has thin years.
I am not sure that is something to brag about. But yes, count me in that hapless group.

Where's the Passion?
The Cowboys are tanking the pre-season. Fine, the Indianapolis Colts do it every year. But this assumed Super Bowl contender needs to find motivation. My fear is that the Cowboys are going to take 2-4 weeks in the regular season to find that special something. You can't afford to do that in today's NFL. I am not sold on this team yet...

This Just In
Poll results change more often than the weather. McCain is up by 5! Obama is up by 5! Its a toss up, but I think Obama has it! Not only that, all of these results are at the exact same time. I am personally part of that swing 10% of voters that flips a coin before a pollster gets an answer out of me.

My Hero
Josh Howard apparently went off on a reporter for asking him at a youth event whether or not he is a good role model. I guess the admitted drug use, street racing, and not showing up for his team could be emulated. Of course, that lifestyle doesn't lend itself to being successful in life. Someone please get this joker out of my town...

Wednesday, July 16, 2008

What a Difference a Year Makes

Dallas - Fort Worth is abuzz right now with sports talk. It was last year too, but the subject has changed. Within a year, the Rangers have leapfrogged past the Mavericks into #2 in this sports town. It is 1 week from Cowboys training camp and I haven't heard too much talk about it other than station promos. Last year, training camp talk started in June. One year ago today I had half my fantasy football draft list done; this year I have no clue about that league. What a great time this is. The Cowboys are preseason NFC favorites and the Rangers are showing us a glimpse of a fun future. What makes this even more fun is that the guys involved are fun to root for. We aren't looking at overpaid ringers on the Rangers, we are looking are young talents trying to prove themselves. Its a great time to be a sports fan and I am just soaking up every minute of it.

Monday, March 24, 2008

2008 Baseball Predictions

Last year I had the good fortune of putting my oh so prescient baseball predictions down in writing. Therefore this year I must at least do my part in predicting the upcoming season. Playoff teams are in italics. Bold if they make it to the League Championship. In the end I pick the Detroit Tigers over the New York Mets.

AL East

  1. 90-72 Boston Red Sox

  2. 88-74 New York Yankees

  3. 79-83 Tampa Bay Rays

  4. 74-88 Toronto Blue Jays

  5. 67-95 Baltimore Orioles


AL Central

  1. 94-68 Detroit Tigers

  2. 91-71 Cleveland Indians

  3. 79-83 Chicago White Sox

  4. 73-89 Minnesota Twins

  5. 70-92 Kansas City Royals


AL West

  1. 92-70 Los Angeles Angels

  2. 85-77 Seattle Mariners

  3. 79-83 Texas Rangers

  4. 72-90 Oakland Athletics


NL East

  1. 91-71 New York Mets

  2. 89-73 Philadelphia Phillies

  3. 85-77 Atlanta Braves

  4. 73-89 Washington Nationals

  5. 68-94 Florida Marlins


NL Central

  1. 88-74 Chicago Cubs

  2. 83-79 Milwaukee Brewers

  3. 82-80 Cincinnati Reds

  4. 78-84 Houston Astros

  5. 77-85 St. Louis Cardinals

  6. 69-93 Pittsburgh Pirates


NL West

  1. 91-71 Arizona Diamondbacks

  2. 86-76 Colorado Rockies

  3. 85-77 San Diego Padres

  4. 82-80 Los Angeles Dodgers

  5. 69-93 San Francisco Giants