Archive for the ‘stats’ Category

Big Summary of Fantasy Football Posts

Tuesday, July 21st, 2009

Here’s a summary of some recent blog posts here on the Fantasy Football Calculator Blog, just in case you missed some.

Things will move fast once training camp starts later this week.  Stay on the ball by refreshing yourself with these articles:

ADP Updates and Player Analysis:

QB Showdown: Rivers or Warner?

Which Packer Do You Want?

Westbrook Drops, But Not Far

Wide Receivers Still Workhorses of the NFL

Pierre Thomas beats Reggie Bush

Romo’s Value Still Declining

Fitzgerald Leads Elite WRs

Site Updates and Other Cool Stuff:

Draft Sound Alerts and Improved Dashboard

5 Ways to use Twitter for Fantasy Football

Fantasy Football Headlines On iGoogle

New Site: Fantasy Football Chatter

Ready, Go!

There, now you’re up to speed and ready to draft smart this year.

Wide Receivers Still Workhorses of the NFL

Thursday, June 18th, 2009

In 2007, wide receivers with 90+ receptions outnumbered running backs with 300+ carries.  That was the first time it happened since 2002.

At the time, it wasn’t clear if it was a fluke or a new trend in how NFL offenses operate.  To follow up the original article with data from 2008, it looks like it probably is a trend.

According to Pro-Football-Reference, there were 6 wide receivers with 90 or more receptions while only 5 running backs received 300 or more carries.

Both high-use wide receivers and running backs dipped last year, with running back studs dropping to a low not previously seen this century.

Based on the previous trend in this graph, these two graphs don’t intersect much.  There was a running back bubble period where up to a thirteen running backs received 300 carries or more.  However, no one is expecting that to happen this year.

Just like the stock market has bull and bear cycles, the NFL appears to have passing and rushing cycles.  Since the next couple of years look to be pass-heavy, it’s easy to imagine Jim Cramer screaming “BUY BUY BUY!” on wide receivers.

Predicting NFL Records

Saturday, January 31st, 2009

Earlier in the NFL season, I thought that Drew Brees would break Dan Marino’s record, which obviously didn’t happen.  He came close though, and it came down to his last pass of the season, which fell incomplete.

Based on Brees’ strength of schedule, I predicted that he would finish with 5,111 yards.  He finished with 5,069, which makes the prediction off by only 42 yards, or 0.8%.  The prediction happened after he had already played 6 games, so it’s not too surprising that it was very close.

Even though he didn’t break the record, I still think it’s important to try to predict whether a record gets broken.  I might try to develop a probability for the prediciton, instead of just a yes/no prediction.

Since I had predicted he would get just barely above Marino’s record, I should have given him something like a 52% chance of breaking the record, instead of 100%.

We’ll have to wait until next year to see if anyone is close to breaking another record though.

Drew Brees On Pace to Pass Marino

Friday, December 19th, 2008

Way back in October I predicted that Drew Brees would pass Dan Marino’s single-season passing record from 1984.

Although he’s slowed down in recent weeks, Brees is still on pace.  Through 14 games in 1984, Dan Marino had 4,340 yards. Drew Brees has 4,332 yards.

Only 8 yards behind.

Marino finished his season well with 404 and 340 yards in the final two games.  Below is a graph comparing the two players’ cumulative yardage totals over the course of their seasons:

Drew Brees vs. Dan Marino

You can see that Brees has just recently fallen to Marino’s pace while he has been solidly ahead of it for most of the year.

Back in October, I estimated Drew Brees would end up with 5,111 yards, just 27 yards ahead of the record.  He has an easy matchup this week with the Lions, but a tough one against the Panthers to finish the season.

It should be a close one.

Does protecting the quarterback help?

Wednesday, October 22nd, 2008

Everyone knows that it’s important to protect the quarterback.  Teams spend millions of dollars on the best offensive linemen in hopes that they will give their quarterback enough time to tear up the opposing secondary.

Since passing is so important in the NFL today, how can we measure the effectiveness of protecting the quarterback?

Sacks and Win Percentage

As a simplistic measure, let’s use sacks as a measure of protecting the quarterback.  Below is a plot of win percentage for every quarterback in the league that’s played at least 4 games versus their average sacks per game:

There seems to be a clear trend that fewer sacks per game improves a team’s chances of winning.  The R-squared value for that trend is 0.29, which isn’t large, but is significant as far as football statistics go.

Sacks and QB-Rating

On the other hand, there is no correlation between sacks per game and quarterback rating:

On the extremes here are Kerry Collins with only 1 sack in 7 games with a 74.2 QB rating and J.T. O’Sullivan with a bone-crushing 29 sacks in 7 games and a 75.5 QB rating.

Using sacks per game may not be the best measure of how well an offensive line protects the quarterback.  I used it here because it’s the easiest to measure. A statistic that incorporates sacks, hurries, and knock-downs would be a better indicator of how well a quarterback is protected.

Quarterbacks Perform Independent of O-Line?

If J.T. O’Sullivan were traded to Tennesee and played behind their offensive line, would he be transformed into a superstar?  I don’t think so.  My guess is that his QB rating would have a slight but negligible increase.

This isn’t a conclusive study, but I think this indicates that a quarterback’s performance is almost entirely independent of their offensive line.  There are a lot of uncontrolled variables here such as the quality of the rest of the offense and the strength of schedule, but I’m not too surprised by this result.

O-Line and Running Backs

What about Frank Gore?  Would his yards per carry increase if he were traded to Tennesee?  I bet it would. Running backs seem to be more interchangeable than quarterbacks and depend more on their offensive line.

Sacks allowed is somehow related to win probability, but perhaps not through quarterback performance.  I’ll look into the effect of offensive line on the running game in a later post.  There is probably a reason that teams invest heavily in offensive lines, and there should be a way to measure how effective that strategy is.

Drew Brees will break Dan Marino’s record

Thursday, October 16th, 2008

(Follow-up 12/19: Drew Brees is still close to Marino’s record.)

In my last post, I outlined four players on track to break records this year.  In just two short weeks, however, that list was cut down to one:

Drew Brees

Brees is holding steady at 332 yards per game, which will give him 5,315 for the season if he can continue that pace.  But can he?

The Saints have had an easy schedule so far.  He’s already lit-up the league-worst Broncos for 421 yards, and  the toughest pass defense he’s seen so far was Washington, the 13th best in the league.

Adjusting for Strength of Schedule

The graph below shows Brees’ passing yards versus his opponent’s defensive passing rank.  The blue dots show his actual performance in the past six games and the red dots show his predicted performance for the next 10 games.

Drew Brees Passing Yards

As you can see, not only has he faced a lot of bad defenses, he’s scheduled to play even more bad defenses including San Diego (31), Detroit (30), and Atlanta twice (24).  He only has three games against above average defenses: Carolina twice (2) and Green Bay (7).

Adjusting his average yards per game for opponent difficulty, he is projected to finish the year with 5,111 yards.  That’s a hair more than Marino’s 5,084 yards in 1984.

Conclusion

Drew Brees has played a cream-puff schedule so far and has a cream-puff schedule ahead of him.

After adjusting for strength of schedule, he is on pace to break Dan Marino’s single-season passing record, but just barely.

Don’t expect a big game from him this week against Carolina, but he will stay within reach of Marino’s record down the stretch.

4 Players On Track to Break Records This Year

Wednesday, October 1st, 2008

It’s difficult to know when to sell high on a player. They may continue to perform well or they may just be on a hot streak.

However, when a player is on pace to break an NFL record, that might signal that they will drop off soon.  So far this season, there are four quarterbacks and receivers on track to break single-season records.

The fact that no running backs are at record-setting pace indicates that the league is continuing its new passing trend that I wrote about earlier.

Here are the outstanding passers and receivers so far. The projections below are their per game averages multiplied by 16 games:

Passing Yards

NFL Record: 5,084 (Dan Marino)

Player Season to-date Projected 16 Games
Drew Brees 1,343 5,372
Jay Cutler 1,275 5,100

Both Brees and Cutler have looked good so far, but there is a good chance they will slow down to less Marino-like paces.

Receiving Yards

NFL Record: 1,848 (Jerry Rice)

Player Season to-date Projected 16 Games
Brandon Marshall 398 2,123
Greg Jennings 482 1,928

Obviously Marshall’s performance is closely tied to Cutler’s above, and they’re both on track for big seasons. However, just one or two bad games will throw them off this pace.

No Running Backs

It’s not surprising that after only four weeks some players are above record-setting pace. What is surprising though is that they are all in the passing game. Running backs are completely absent.

The leading running back in the league is Michael Turner, who has 422 yards through 4 games. That’s only on pace for 1,688 yards, which is well off the record of 2,105 yards.

Sell High or Let It Ride?

Is it time to sell high on Brees, Cutler, Marshall, and Jennings? Or do some of them have a legitimate chance at maintaining their pace?

Perhaps Jay Cutler and Brandon Marshall can knock off the passing and receiving yardage records similar to how Brady and Moss broke the single-season touchdown records last year.

However, if you think they are more likely to slow down, then now is the time to trade them away.

Interesting Stats From Week 3

Monday, September 22nd, 2008

Here’s a look at some key stats from week 3:

Earnest Graham stopped by the Bears

Earnest Graham had averaged 8.3 yards per carry through week 2. Against the Bears, however, he got shut down and averaged a measly 1.3 ypc. He would have done even worse had they not gone into overtime because he had only eight yards on 10 carries through four quarters.

Although Chicago successfully stopped the run, they did leave the door open for Griese to throw for 403 yards and maneuver a win. That may signal to future opponents that they have to respect the Tampa Bay passing game and leave some holes open for Graham.

Unexpected quarterback standouts

Would you have guessed that the top four quarterbacks of week 3 (through Sunday) ranked by QB rating would be:

  1. J.T. O’Sullivan (123.3)
  2. Matt Ryan (120.6)
  3. Chad Pennington (113.8)
  4. Jason Campbell (112.2)

[Edit: Philip Rivers had a 130.0 rating against the Jets on Monday night]

Also throw in Ronnie Brown’s perfect 158.3 QB rating against the Patriots, which tops the list of surprising performances this week.

The worst quarterbacking of the week was done by Derek Anderson who put up a 22.9 QB rating. That wasn’t the kind of game he needed to keep Brady Quinn on the bench.

Philly D holds strong

Despite facing Steven Jackson, Marion Barber, and Willie Parker this year, Philadelphia’s rushing defense is the best in the league and has allowed only 45 rushing yards per game and just one rushing TD.

The Eagles face off against the Bears in week 4, and it looks like they will give Matt Forte a tough time. No running back has more than 63 yards against them.

How bad is Detroit?

There are now public calls by the Lions’ Vice Chairman for Matt Millen to leave. Is it really that bad though?

Let’s see… their rushing defense is last in the league allowing 207 yards per game.

Their passing defense is only the 23rd worst in the league, but every quarterback they’ve faced so far is in their first year as a starter (Ryan, Rodgers, O’Sullivan).

The offense has struggled equally with the 4th-worst rushing attack in the league. Also, Kitna leads the league in interceptions (5) and has been sacked the second most in the league (12).

The Lions have a bye this week, but the Bears will be eagerly waiting for them in week 5.

Free Alternative to Yahoo StatTracker

Monday, September 15th, 2008

It can be addictive to track live game stats on a Sunday during football season. When you’re in multiple leagues, nearly every play counts for or against you.

While most league hosting websites offer free live stats, Yahoo still charges for them with their StatTracker product.

Fortunately, if you don’t feel like paying for live stats, there is an alternative. It is a Greasemonkey script for Firefox called Yahoo Fantasy Football Free Stats. This is part of a screen shot from my team yesterday using the Free Stats program:

The upside is that it’s free. The downside is that it doesn’t calculate fantasy points. It just displays raw stats. That’s one big advantage StatTracker has. Still, it’s better than clicking on every game score within your team list and searching for their stats.

To use this program, you need Firefox with the Greasemonkey add-on installed. This program is not supported by Yahoo (or Fantasy Football Calculator).

If you’re a Firefox user who has decided not to buy StatTracker, give this program a try. It’s guaranteed to save you time every Sunday.

How a rookie’s 40-yard dash time can predict NFL success

Thursday, August 21st, 2008

One of the most valuable articles in Pro Football Prospectus 2008 describes a new way to predict the future performance of rookie running backs.

In “Five Seconds Can Be a Lifetime,” Bill Barnwell describes a simple equation that combines a rookie’s weight and 40-yard dash time into one number that is better than any other number in predicting if that running back will be a success in the NFL.

He calls that number the Speed Score and calculates it with this equation:

The faster a player’s time, the higher the Speed Score. Also, if two players run the exact same 40 time, the one that is heavier gets a higher score because he had to run the time with more weight on his body.

When Barnwell looked at past rookies and how they later performed, he found that many successes had a speed score greater than 100 and many busts had speed scores less than 100.

I don’t want to give away too much, but when you look at the list of players it picked to succeed versus those it didn’t is pretty impressive. It is slightly biased because a 40-yard dash time that isn’t weight adjusted is already a good indicator of success. However, their statistics show that the speed score is slightly better than the 40-time alone.

Can you guess which rookie this year posted the highest speed score at the combine? You’ll have to buy the book to find out, but I will say that it wasn’t McFadden.

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