Infiltrated by liberals

My favorite critique of my article from Shark974:

Translation: Deadspin is shit and biased and wants to ban the NFL. Nothing more.

Sorry but you know it’s true. Studies these days are worth the paper they’re printed on, having been infiltrated by liberals (probably a few forests have been sacrificed printing fake global warming studies by liberals).

Also, you go through all that trouble to “prove”, drum roll please, baseball players are “no more likely” to die than FB players.

Hmm, given the notion out there that FB is a deathsport or something, I’d call that alone a big win for the NFL. The way Deadspin chose to spin and headline this article says a lot about their obvious bias. I suspect the author votes for Democrats, as well (liberals are much more likely to be both illogical and extremely biased in conducting studies).

But dont worry, we’ve got liberals on the case, I am sure plenty of fake lies, I mean, scientific studies, are coming soon that prove playing in the NFL rapes your dog and gives you cancer, to be shouted from the rooftops everywhere by the liberal media. Again, look to the global warming precedent.

The more I read this, the more I appreciate what a work of are it really is.

Cheers.

Death Rates: A cautionary note from 1937

The crude death rate, for well known reasons, is not a good measure, because it is quite seriously affected by differences in age composition.  Standardized death rates, on the other hand, have the disadvantage that they depend on an arbitrarily selected standard population.

–Dublin, L.I. and Lotka, A.J. “Use of the Life Table in Vital Statistics.” American Journal of Public Health.  Vol. 27, May, 1937.

Cheers.

StatsInTheWild on Deadspin

StatsInTheWild on Deadspin.com

Cheers.  

MLB Playoff Probabilities – 9/4/2012

StatsInTheWild MLB rankings as of September 4, 2012 at 12:18pm.  SOS=strength of schedule

Team Rank Change Record Projected Record Prob of making playoffs SOS Run Diff
Texas 1 ↑1 80-54 95-67 99.3% 11 +121
NYY 2 ↓1 76-58 90-72 87.4% 6 +86
Tampa Bay 3 74-61 87-75 43.4% 7 +78
Oakland 4 ↑1 76-58 89-73 69.2% 8 +79
Washington 5 ↓1 82-52 97-65 99.9% 25 +114
LA Angels 6 ↑4 72-63 84-78 7.9% 5 +50
Detroit 7 ↑2 72-62 86-76 53.8% 13 +37
Chi WSox 8 ↓1 73-61 87-75 66.2% 14 +66
Cincinnati 9 ↓1 82-54 95-67 99.9% 30 +84
Atlanta 10 ↓4 76-59 89-73 96.0% 22 +82
Baltimore 11 ↑1 75-59 88-74 72.8% 3 -31
St. Louis 12 ↑1 70-64 85-77 44.5% 29 +97
SF 13 ↑5 77-58 90-72 96.8% 26 +43
Seattle 14 ↑1 66-70 77-85 0% 2 -9
Boston 15 ↓4
62-74 73-89 0% 4 -9
LA Dodgers 16 73-63 85-77 34.4% 24 +28
Toronto 17 ↓3 60-74 72-90 0% 1 -41
Arizona 18 ↓1 66-70 76-84 0.1% 23 +23
Pittsburgh 19 70-64 84-78 27.4% 28 +9
NY Mets 20 ↑1 64-71 76-86 0.1% 15 -28
Philadelphia 21 ↑1
65-70 78-84 0% 20 -20
Milwaukee 22 ↑3 65-69 77-85 0.7% 27 +19
Kansas City 23 ↓3 60-74 73-89 0% 12 -56
San Diego 24 ↑3 62-74 73-89 0% 21 -56
Minnesota 25 55-80 67-95 0% 10 -106
Miami 26 60-75 71-91 0% 16 -96
Cleveland 27 ↓4 57-78 68-94 0% 9 -157
Colorado 28 ↑1 55-78 67-95 0% 18 -95
Chi Cubs 29 ↓1 51-83 63-99 0% 19 -115
Houston 30 42-93 52-110 0% 17 -197

MLB Playoff Probabilities – 9/4/2012

StatsInTheWild MLB rankings as of September 4, 2012 at 12:18pm.  SOS=strength of schedule

Team Rank Change Record Projected Record Prob of making playoffs SOS Run Diff
Texas 1 ↑1 80-54 95-67 99.3% 11 +121
NYY 2 ↓1 76-58 90-72 87.4% 6 +86
Tampa Bay 3 74-61 87-75 43.4% 7 +78
Oakland 4 ↑1 76-58 89-73 69.2% 8 +79
Washington 5 ↓1 82-52 97-65 99.9% 25 +114
LA Angels 6 ↑4 72-63 84-78 7.9% 5 +50
Detroit 7 ↑2 72-62 86-76 53.8% 13 +37
Chi WSox 8 ↓1 73-61 87-75 66.2% 14 +66
Cincinnati 9 ↓1 82-54 95-67 99.9% 30 +84
Atlanta 10 ↓4 76-59 89-73 96.0% 22 +82
Baltimore 11 ↑1 75-59 88-74 72.8% 3 -31
St. Louis 12 ↑1 70-64 85-77 44.5% 29 +97
SF 13 ↑5 77-58 90-72 96.8% 26 +43
Seattle 14 ↑1 66-70 77-85 0% 2 -9
Boston 15 ↓4 62-74 73-89 0% 4 -9
LA Dodgers 16 73-63 85-77 34.4% 24 +28
Toronto 17 ↓3 60-74 72-90 0% 1 -41
Arizona 18 ↓1 66-70 76-84 0.1% 23 +23
Pittsburgh 19 70-64 84-78 27.4% 28 +9
NY Mets 20 ↑1 64-71 76-86 0.1% 15 -28
Philadelphia 21 ↑1 65-70 78-84 0% 20 -20
Milwaukee 22 ↑3 65-69 77-85 0.7% 27 +19
Kansas City 23 ↓3 60-74 73-89 0% 12 -56
San Diego 24 ↑3 62-74 73-89 0% 21 -56
Minnesota 25 55-80 67-95 0% 10 -106
Miami 26 60-75 71-91 0% 16 -96
Cleveland 27 ↓4 57-78 68-94 0% 9 -157
Colorado 28 ↑1 55-78 67-95 0% 18 -95
Chi Cubs 29 ↓1 51-83 63-99 0% 19 -115
Houston 30 42-93 52-110 0% 17 -197

Cheers.

MLB rankings – 9/4/2012

StatsInTheWild MLB rankings as of September 4, 2012 at 12:18pm.  SOS=strength of schedule

Team Rank Change Record ESPN TeamRankings.com SOS Run Diff
Texas 1 ↑1 80-54 3 1 11 +121
NYY 2 ↓1 76-58 4 3 6 +86
Tampa Bay 3 74-61 9 5 7 +78
Oakland 4 ↑1 76-58 5 2 8 +79
Washington 5 ↓1 82-52 2 4 25 +114
LA Angels 6 ↑4 72-63 13 7 5 +50
Detroit 7 ↑2 72-62 12 9 13 +37
Chi WSox 8 ↓1 73-61 10 10 14 +66
Cincinnati 9 ↓1 82-54 1 8 30 +84
Atlanta 10 ↓4 76-59 8 11 22 +82
Baltimore 11 ↑1 75-59 7 6 3 -31
St. Louis 12 ↑1 70-64 11 14 29 +97
SF 13 ↑5 77-58 6 12 26 +43
Seattle 14 ↑1 66-70 18 13 2 -9
Boston 15 ↓4
62-74 21 16 4 -9
LA Dodgers 16 73-63 15 15 24 +28
Toronto 17 ↓3 60-74 23 17 1 -41
Arizona 18 ↓1 66-70 16 21 23 +23
Pittsburgh 19 70-64 14 18 28 +9
NY Mets 20 ↑1 64-71 20 22 15 -28
Philadelphia 21 ↑1
65-70 17 19 20 -20
Milwaukee 22 ↑3 65-69 19 23 27 +19
Kansas City 23 ↓3 60-74 24 20 12 -56
San Diego 24 ↑3 62-74 22 24 21 -56
Minnesota 25 55-80 26 25 10 -106
Miami 26 60-75 25 27 16 -96
Cleveland 27 ↓4 57-78 28 26 9 -157
Colorado 28 ↑1 55-78 27 28 18 -95
Chi Cubs 29 ↓1 51-83 29 29 19 -115
Houston 30 42-93 30 30 17 -197

Past Rankings:

8/20/2012

8/14/2012

8/6/2012

7/23/2012

7/9/2012

7/2/2012

6/25/2012

6/19/2012

6/9/2012

5/28/2012

5/23/2012

5/14/2012

5/7/2012

4/30/2012

4/23/2012

4/16/2012

4/13/2012

Cheers.

NFL Week 1 predictions

Week 1 (11-5 SU, 9-7 ATS, 8-8 O/U)

Wednesday @8:30pm

Dallas Cowboys at New York Giants

Prediction: Dallas wins 24-23

Pick: Cowboys +3.5

O/U: Over 47

Sunday @1pm

Indianapolis Colts at Chicago Bears

Prediction: Indianapolis wins 22-21

Pick: Colts +10

O/U: Over 41.5

Philadelphia Eagles at Cleveland Browns

Prediction: Eagles win 24-16

Pick: Eagles -8.5

O/U: Under 41

Buffalo Bills at New York Jets

Prediction: Jets win 23-20

Pick: Jets -3

O/U: Over 41

Washington Redskins at New Orleans Saints

Prediction: Saints win 28-17

Pick: Saints -9.5

O/U: Under 49.5

New England Patriots at Tennessee Titans

Prediction: Patriots win 27-20

Pick: Patriots -6.5

O/U: Under 47.5

Jacksonville Jaguars at Minnesota Vikings

Prediction: Vikings win 23-20

Pick: Jaguars +4.5

O/U: Over 38

Miami Dolphins at Houston Texans

Prediction: Texans win 23-21

Pick: Dolphins +9.5

O/U: Over 43

St. Louis Rams at Detroit Lions

Prediction: Lions win 21-16

Pick: Rams +9

O/U: Under 46.5

Atlanta Falcons at Kansas City Chiefs

Prediction: Falcons win 24-17

Pick: Falcons -1

O/U: Under 41.5

Sunday @4:25pm

Seattle Seahawks at Arizona Cardinals

Prediction: Cardinals win 22-19

Pick: Cardinals +1.5

O/U: Under 40.5

San Francisco 49ers at Green Bay Packers

Prediction: Packers wins 27-19

Pick: Packers -5.5

O/U: Over 45

Carolina Panthers at Tampa Bay Buccaneers

Prediction: Panthers wins 21-20

Pick: Buccaneers +2.5

O/U: Under 46.5

 Sunday @8:20

Pittsburgh Steelers at Denver Broncos

Prediction: Steelers win 23-20

Pick: Steelers Even

O/U: Under 44

Monday @7pm

Cincinnati Bengals at Baltimore Ravens

Prediction: Ravens win 23-18

Pick: Bengals +6

O/U: Over 40.5

Monday @10:15pm

San Diego Chargers at Oakland Raiders

Prediction: Chargers win 27-19

Pick: Chargers -1.5

O/U: Under 47.5

 

Cheers.

NFL preview

Season Preview

It’s almost here! Another season of grown men smashing their brains together for our entertainment.  And entertained we will be.

So, let’s start at the end: which teams are most likely to be suffering life-lengthening (Not really) massive head injuries in February 2013 in New Orleans?  I’m once again making a not so bold prediction and taking Green Bay over New England in the Super Bowl this year.

Some Comments

AFC

East

New England has the easier road to New Orleans of the two by playing the softest regular season schedule of any team this year.  For starters, they play in the AFC east which features Buffalo, Miami, and  the New York Jets.  None of those teams had winning records last year, and they all failed to make the playoffs.  The Patriots then go on to play the AFC South and the NFC West.  The teams in these two divisions had a combined record of 56-72 last year.  In fact, they play only 3 games all of 2012 against teams that had winning records in 2011.  If they beat baltimore in week 3, they could very reasonably be 8-0 at their bye week.  If they start the first half of their season any worse than 6-2, it’s a disaster.

The Jets, Dolphins, and Bills are good teams, but none of them are very good teams.  They all get screwed annually by having to play New England twice every single year.

North

I always feel bad for the wild card team that always seems to come out of this division.  You win 11+games and, not only do you not get a bye week, you have to go ON THE ROAD to play some crap team from the AFC west after they “earned” home field advantage.  (What I’m saying is that Pittsburgh should not have had to go to Denver last year.)

I think Pittsburgh wins this division in a close race by either one game or in a tie-breaker with Baltimore.  The season’s biggest game outside the division is Baltimore’s game against New England.  Pittsburgh avoids having to play the Patriots this year and that might just be enough to get them the division title.

South

Texans.

West

Any of these teams has a legitimate shot to limp to a division title and playoff game (at home!).  I think San Diego wins it this year thanks to a much, much easier schedule than division foe Denver, who is the most likely team to challenge for the division.  Denver’s first 8 opponents all had at least 8 wins last year, and six of those 8 went to the playoffs.  Good luck Peyton.  Any of the four teams could realistically win this division, and there is a chance they could do it 2010 Seattle Seahawks style.  The AFC West drew the AFC North and the NFC South this year on their schedule.  So they’ll have to play Pittsburgh, Baltimore, Cincinnati, New Orleans and Atlanta:  All 2011 playoff teams.  At least they all get to console themselves with the statement “Hey, at least we get to play [Insert AFC West team] twice”.  My dream is to see a team a 6-10 team make the playoffs and this year’s schedule and division of mediocrity are certainly keeping my hopes alive.

NFC

East

New York, Dallas, or Philadelphia has a real chance to win this division this year, but I think the Eagles get it done.  I thought the Eagles were the best team in this division last year, and I think they’re the best team in the division again.  It also helps that they have the easiest schedule of any of the teams that have a legitimate chance to win the division  (Washington does not).

North

Green Bay wins the division by at least two games.  The interesting question is who finishes second.  I’m taking Detroit as runner-up and earning a wild card spot and 5th seed in the NFC.

South

I think New Orleans is going to win this division again, but Atlanta will make it close.  I’ll pick Atlanta to get the second wild card because I have to pick someone.  But there are at least 6 other teams that have a real shot at it (New York, Dallas, Chicago, Carolina, Seattle, Arizona).

West

San Francisco is too talented to not win this division again, but I think it’ll be a lot closer than a lot of people are making it out to be.  I think the real question in this division is can two teams get to the playoffs.  Two years ago, this division was been all-time bad (they sent a 7-9 team to the playoffs!), but it was  much more competitive in 2011.

Seattle has 11 games in 2012 against teams that were 8-8 or worse in 2011.  If they can manage a winning record in those 11 games and pick up a few quality wins they can make a nice little run at the wildcard, but their going to have to earn it.  They aren’t getting into the playoffs this year thanks to an easy schedule.  They play San Francisco in Seattle on December 23 and could prove to be a critical game for both teams.

Arizona also has a very difficult schedule.  They play games at New England, at Green Bay, at Atlanta, and at San Francisco.  I’d be surprised if they won any of these games, and I’d be stunned if they won 2 or more.  Unfortunately, this tough schedule probably leaves them out of the playoffs.

2012 Pre-Season Rankings

Team Rank Ex W SOS SB Odds WSEX odds 2011 Wins
Green Bay 1 11.17 23 6.7-1 6-1 15
New England 2 10.68 32 7.7-1 7-1 13
New Orleans 3 10.47 24 9.1-1 15-1 13
San Francisco 4 10.18 10 9.4-1 13-1 13
Baltimore 5 9.73 7 11.5-1 17-1 12
Pittsburgh 6 9.85 22 15.3-1 15-1 12
Detroit 7 9.15 12 21-1 30-1 10
Houston 8 9.15 29 18-1 10-1 10
Atlanta 9 9.00 30 27-1 25-1 10
Philadelphia 10 8.56 11 30-1 12-1 8
Cincinnati 11 8.54 19 38-1 45-1 9
New York (G) 12 8.01 1 44-1 17-1 9
Chicago 13 8.31 13 42-1 23-1 8
San Diego 14 8.44 26 40-1 25-1 8
New York (J) 15 8.09 15 54-1 32-1 8
Seattle 16 7.91 5 87-1 65-1 7
Tennessee 17 8.06 18 54-1 90-1 9
Dallas 18 7.85 6 35-1 25-1 8
Miami 19 7.79 21 53-1 110-1 6
Arizona 20 7.33 2 103-1 80-1 8
Denver 21 7.25 4 115-1 20-1 8
Oakland 22 7.49 27 77-1 100-1 8
Carolina 23 7.35 20 115-1 45-1 6
Buffalo 24 7.24 28 142-1 65-1 6
Kansas City 25 7.01 31 146-1 50-1 7
Washington 26 6.52 17 350-1 70-1 5
Jacksonville 27 6.41 14 710-1 160-1 5
Cleveland 28 6.17 8 1000-1 200-1 4
Minnesota 29 6.20 9 4501-1 180-1 3
Tampa Bay 30 5.70 25 2500-1 100-1 4
St. Louis 31 5.17 3 2500-1 110-1 2
Indianapolis 32 5.22 16 1600-1 120-1 2

Ex W – Average number of wins a team would have if the season was played 100,000 times.

SOS (Strength of schedule) – The average of the strength coefficients for each opponent on a team’s schedule.

SB Odds – SITW estimated odds that the team wins the Super Bowl

WSEX Odds – http://www.wsex.com odds to win Super Bowl

Predicted Standings for 2012 Season

Team: Predicted Record (Prob Make Playoffs, Super Bowl Wins Odds)

AFC East

  1. New England Patriots: 11-5 (85.44%, 7.7-1) 
  2. New York Jets: 8-8 (37.3%, 54-1)
  3. Miami Dolphins: 8-8 (34.84%, 53-1)
  4. Buffalo Bills: 7-9 (26.38%, 142-1)

AFC North

  1. Pittsburgh Steelers: 10-6 (65.96%, 15.3-1)
  2. Baltimore Ravens: 10-6 (68.52%, 11.5-1)
  3. Cincinnati Bengals: 9-7 (41.86%, 38-1)
  4. Cleveland Browns: 6-10 (7.1%, 1000-1)

AFC South

  1. Houston: 9-7 (68.54%, 18-1)
  2. Tennessee: 8-8 (33.04%, 54-1)
  3. Jacksonville: 6-10 (11.12%, 710-1)
  4. Indianapolis Colts: 5-11 (4.24%, 1600-1)

AFC West

  1. San Diego Chargers: 8-8 (40.48%, 40-1)
  2. Oakland Raiders: 7-9 (26.82%, 77-1)
  3. Denver Broncos: 7-9 (26.84%, 115-1)
  4. Kansas City Chiefs: 7-9 (21.52%,  146-1)

NFC East

  1. Philadelphia Eagles: 9-7 (49.38%, 30-1)
  2. New York Giants: 8-8 (41.42%, 44-1)
  3. Dallas Cowboys: 8-8 (41.4%, 35-1)
  4. Washington Redskins: 7-9 (13.54%, 350-1)

NFC North

  1. Green Bay: 11-5 (87.42%, 6.7-1)
  2. Detroit: 9-7 (52.74%, 21-1)
  3. Chicago: 8-8 (38.22%, 42-1)
  4. Minnesota: 6-10 (6.7%, 450-1)

NFC South

  1. New Orleans: 10-6 (75.2%, 9.1-1)
  2. Atlanta: 9-7 (50.36%, 27-1)
  3. Carolina: 7-9 (18.08%, 115-1)
  4. Tampa Bay: 6-10 (3.16%, 2500-1)

NFC West

  1. San Francisco: 10-6 (75.68%, 9.4-1)
  2. Seattle: 8-8 (24.26%, 87-1)
  3. Arizona: 7-9 (20.44%, 103-1)
  4. St. Louis: 5-11 (2%, 2500-1)

Predicted Playoffs for 2012 Season

AFC

  1. New England
  2. Pittsburgh
  3. Houston
  4. San Diego
  5. Baltimore
  6. Cincinnati

Houston and Baltimore advance out of the wild-card weekend.  This creates a New England vs Baltimore match-up, once again demonstrating why it might be better to be the two seed, as Pittsburgh gets a weaker opponent in Houston.  New England and Pittsburgh advance with New England representing the AFC in the Super Bowl.

NFC

  1. Green Bay
  2. New Orleans
  3. San Francisco
  4. Philadelphia
  5. Detroit
  6. Atlanta

San Francisco and Detroit advance to the divisional round of the playoffs where San Francisco would play New Orleans in a rematch of a very exciting playoff game from last year.  Green Bay beats Detroit and advance to the NFC championship game where they play New Orleans.  Green Bay then defeats New Orleans to go to the Super Bowl.

Super Bowl

Green Bay defeats New England in the Super Bowl.

Corey Chivers's avatarbayesianbiologist

If you haven’t yet discovered the competitive machine learning site kaggle.com, please do so now. I’ll wait.

Great – so, you checked it out, fell in love and have made it back. I recently downloaded the data for the getting started competition. It consists of 42000 labelled images (28×28) of hand written digits 0-9. The competition is a straight forward supervised learning problem of OCR (Optical Character Recognition). There are two sample R scripts on the site to get you started. They implement the k-nearest neighbours and Random Forest algorithms.

I wanted to get  started by visualizing all of the training data by rendering some sort of an average of each character. Visualizing the data is a great first step to developing a model. Here’s how I did it:

Which gives you:
Notice the wobbly looking ‘1’. You can see that there is some variance in the angle of…

View original post 127 more words

Presidential Candidates, Search Engine Auto-Complete, and Word Clouds: Bicycles, Unicorns, and American Presidential Politics

Finally, I’ve managed to post something that’s not about @BillBarnwell‘s flawed “study” titled “Mere Mortals” (Here’s why he’s wrong.  Here is what happens when I apply his logic to something else….you get non-sense).  Anyway, here is an update to the presidential candidates search engine auto-complete word clouds (The original post and description of how the data is collected and processed is here).

According to search engines Obama is a gay, socialist/communist, muslim terrorist version of the Antichrist (or possible, not even living thing, but a bicycle), and Romney is an idiot, douche bag, ass hole, mormon unicorn that lies.









Cheers.