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  Data Analysis


Looking at Player Age in a New Light
by Tim Ferrell


In auction and draft leagues, you select your players before the season starts and ride them all year. In Tournament-Style (FFTOC), you can start any player you want, but only once in the season.

Regardless of the style, if you can leverage a player’s age to put the odds in your favor, you’ll have an advantage.

So, do younger NFL studs typically produce more or less as the season progresses? What about older elite NFL players? Do they typically wear down more during the season? For that matter, do any real patterns exist based on a stud’s age and if so, how can you take advantage?

Buckle up. It’s time to dig in.

To address these questions, I’ve integrated three years of Average Draft Position (ADP) data and player statistics. And, for purposes of this analysis, I’ve calculated FF-Points using the FFTOC scoring system (1pt-10yds rushing or receiving, 1pt-25yds passing and 6pts for all TDs).

I used a simple but reasonable method to define a “stud.” Each year, I sorted NFL players based on their average draft position just before the season started. The Top-40 fantasy draft picks each year were included in the analysis that year.

I graded out all 120-player performances (40/year for three years) by week. Next, I aggregated the results into the first half and second half of the season. Week’s 1-8 made up the first half and week’s 9-16 the second. Week #17 was ignored as some teams pull players and rest them for the NFL playoffs.

After all the data wrangling was done, it was time for the data to confess.

Examining Stud Player Production
based on Age and Time of the Season
(n=120 case studies)

Age Weeks 1 to 8 Weeks 9 to 16 % Change
21-23 505 points 611 points +21%
24-26 1290 1568 +22%
27-30 1561 1750 +12%
31-plus 691 569 -17%


+22% vs. -17% -- WOW!
While the sample size isn’t huge, a clear pattern jumps out here! Younger studs do better latter in the season. And, older studs tend to produce less late in the year.

Look at those percentages! On average you can expect a 22% increase in the second half among studs age 24-26. But studs 31-plus actually produce 17% less in the second half of the season. To add to the rigor of the analysis, the data shows a nice ordinal, downward linear trend over the age groups: +21%, +22%, +12%
and –17%.

While exceptions will always exist, the facts show we have something actionable here. Something you can use to gain an edge.

In the FFTOC, you compete on a level playing field. Everyone starts the season with the exact same conditions. No one rides a player all season nor plays an easier schedule and there is no lasting bad luck from player injuries or watching your player's NFL team disintegrate around him. It’s all about your ability to evaluate players and matchups and then strategically determine when using a player benefits you the most.

Based on prior year’s data, the message looks clear here for Tournament-Style managers. Everything else being equal be sure to play your older studs early in the year. And, hold off on the temptation to start the younger studs until later in the season. In the long run, if you do this, you’ll tally 17% and 22% more points in each of the respective age segments.

Think about it… you’re in the FFTOC Finals and you have the young studs and most of your opponents have the older studs. Hum! That alone could be a nice edge.

For it’s part, Tournament-Style is the newest and most exciting thing to happen to playing fantasy football since awarding yardage points instead of only touchdowns. The FFTOC has a $50 game that returns 100% of the entry fees and gives you a chance to turn $50 into $10,000! If you’re looking for a cool new way to play, this is it.

If you’re in a draft or auction league, I believe the message is equally clear here. Everything else being equal, you want to trade away your older studs, midway thru the season for younger studs of equal value at the time of the trade. Think about it. How many guys in your league know about this age finding? It’s a great opportunity to sell high (older stud in the early part of the year) and buy low (get a younger stud early in the season).

Now, lets pause for a minute. I’m not saying player age should be the only factor you consider in a trade. Obviously not. However, everything else being equal, you need to take advantage of the odds presented here and pull the trigger when it’s prudent to put the odds in your favor.

For your reference some detailed data and other helpful information follows below. Good luck and as always, if you have any feedback for me, please pass it along.

Cheers,
Tim Ferrell


Looking Back at the Historical Data


         ANALYSIS RESULT
PRODUCTION in 1ST HALF vs. 2ND HALF
                    FF POINTS
                  PERFORMANCE IN
               1ST HALF vs. 2ND HALF
               --------HALF---------
AGE               wk1-8      wk9-16
-------------- ---------- ----------
21-23                 505        611
24-26               1,290      1,568
27-30               1,561      1,750
31plus                691        569



WEEKLY TRENDS
                        FF POINTS BY AGE BY WEEK
                ------------------AGE-------------------
WEEK             21-23      24-26      27-30      31plus
-------------- ---------- ---------- ---------- ----------
W1                     94        199        201        147
W2                     49        210        220         53
W3                     42        134        173         70
W4                     50        146        186        116
W5                     67        154        209         84
W6                     57         98        172         71
W7                     97        182        154         53
W8                     49        167        247         97
W9                     78        154        181         66
W10                    57        199        188         68
W11                    60        194        203         72
W12                    66        199        218         84
W13                   105        199        254         62
W14                   100        233        204         60
W15                    88        176        274         97
W16                    58        213        228         61
W17                    68        211        192         33

PLAYERS USED IN THIS ANALYSIS
                          --------YEAR---------
                          --------2000---------
          
PLAYER                       ADP        AGE
------------------------- ---------- ----------
FAULK, MARSHALL                    1         27
JAMES, EDGERRIN                    2         22
GEORGE, EDDIE                      3         27
MANNING, PEYTON                    4         24
WARNER, KURT                       5         29
DAVIS, STEPHEN                     6         26
DAVIS, TERRELL                     7         28
TAYLOR, FRED                       8         24
HARRISON, MARVIN                   9         28
MOSS, RANDY                       10         23
SMITH, EMMITT                     11         31
FAVRE, BRETT                      12         31
MARTIN, CURTIS                    13         27
BRUCE, ISAAC                      14         28
WILLIAMS, RICKY                   15         23
STALEY, DUCE                      16         25
LEVENS, DORSEY                    17         30
STEWART, JAMES                    18         29
ROBINSON, MARCUS                  19         25
ANDERSON, JAMAL                   20         28
FREEMAN, ANTONIO                  21         28
SMITH, JIMMY                      22         31
MCNAIR, STEVE                     23         27
JOHNSON, BRAD                     24         32
MOULDS, ERIC                      25         27
DAYNE, RON                        26         22
WESTBROOK, MICHAEL                27         28
CARTER, CRIS                      28         26
JOHNSON, KEYSHAWN                 29         28
ALSTOTT, MIKE                     30         27
GONZALEZ, TONY                    31         24
GALLOWAY, JOEY                    32         29
BEUERLEIN, STEVE                  33         35
MUHAMMAD, MUHSIN                  34         27
BROWN, TIM                        35         34
SMITH, ROBERT                     36         28
LEWIS, JAMAL                      37         21
DILLON, COREY                     38         25
ENIS, CURTIS                      39         24
WHEATLEY, TYRONE                  40         28

               
BY POS            wk1-8      wk9-16
-------------- ---------- ----------
RB               1,781.88   1,747.00
QB                 907.34     642.60
WR                 976.50     852.90
TE                  71.10      88.60


                          --------YEAR---------
                          --------2001---------
                                     
PLAYER                       ADP        AGE
------------------------- ---------- ----------
FAULK, MARSHALL                    1         28
JAMES, EDGERRIN                    2         23
CULPEPPER, DAUNTE                  3         24
WARNER, KURT                       4         30
GEORGE, EDDIE                      5         28
TAYLOR, FRED                       6         25
MOSS, RANDY                        7         24
MANNING, PEYTON                    8         25
DAVIS, STEPHEN                     9         27
WILLIAMS, RICKY                   10         24
HARRISON, MARVIN                  11         29
MARTIN, CURTIS                    12         28
OWENS, TERRELL                    13         28
DILLON, COREY                     14         26
GREEN, AHMAN                      15         24
HOLT, TORRY                       16         25
BRUCE, ISAAC                      17         29
GARCIA, JEFF                      18         31
SMITH, LAMAR                      19         31
GRIESE, BRIAN                     20         26
MCNABB, DONOVAN                   21         25
SMITH, ROD                        22         31
GONZALEZ, TONY                    23         25
STEWART, JAMES                    24         30
STALEY, DUCE                      25         26
ANDERSON, JAMAL                   26         29
CARTER, CRIS                      27         27
GANNON, RICH                      28         36
WATTERS, RICKY                    29         32
DUNN, WARRICK                     30         26
MOULDS, ERIC                      31         28
BENNETT, MICHAEL                  32         23
ALEXANDER, DERRICK                33         30
DAVIS, TERRELL                    34         29
FAVRE, BRETT                      35         32
HORN, JOE                         36         29
MCCAFFREY, ED                     37         33
BROWN, TIM                        38         35
GREEN, TRENT                      39         31
JOHNSON, KEYSHAWN                 40         29

               
BY POS            wk1-8      wk9-16
-------------- ---------- ----------
RB               1,172.60   1,268.32
QB               1,469.26   1,398.42
WR                 909.40   1,010.30
TE                  69.80      59.50


                          --------YEAR---------
                          --------2003---------
                                     
PLAYER                       ADP        AGE
------------------------- ---------- ----------
TOMLINSON, LADAINIAN               1         24
WILLIAMS, RICKY                    2         26
PORTIS, CLINTON                    3         23
FAULK, MARSHALL                    4         30
HOLMES, PRIEST                     5         30
MCALLISTER, DEUCE                  6         25
ALEXANDER, SHAUN                   7         26
HARRISON, MARVIN                   8         31
JAMES, EDGERRIN                    9         25
HENRY, TRAVIS                     10         25
MCNABB, DONOVAN                   11         27
GREEN, AHMAN                      12         26
OWENS, TERRELL                    13         30
MOSS, RANDY                       14         26
CULPEPPER, DAUNTE                 15         26
BARBER, TIKI                      16         28
MANNING, PEYTON                   17         27
LEWIS, JAMAL                      18         24
DILLON, COREY                     19         28
TAYLOR, FRED                      20         27
MOULDS, ERIC                      21         30
GANNON, RICH                      22         38
DAVIS, STEPHEN                    23         29
GEORGE, EDDIE                     24         30
GARNER, CHARLIE                   25         31
GREEN, WILLIAM                    26         23
BURRESS, PLAXICO                  27         26
HORN, JOE                         28         31
WARD, HINES                       29         27
MARTIN, CURTIS                    31         30
WARNER, KURT                      32         32
HOLT, TORRY                       33         27
BROOKS, AARON                     34         27
BOSTON, DAVID                     35         25
ROBINSON, KOREN                   36         23
TOOMER, AMANI                     37         29
DRIVER, DONALD                    38         28
PRICE, PEERLESS                   39         27
VICK, MICHAEL                     40         23

               
BY POS           wk1-8      wk9-16
-------------- ---------- ----------
RB               1,869.84   2,108.50
WR                 967.86     913.40
QB                 619.60     758.30






 


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