Sunday, November 8, 2015

Contenders

Knowing what we know from the last post, that scoring > 108 = winning (most of the time), we are able to identify teams that will more than likely be in the playoffs. There are only a handful of teams that are scoring above that threshold. Additionally, there are an even smaller amount of teams that are scoring above the threshold to beat Brent, > 138.

A true contender is a team that is putting up high marks multiple times. I am going to put aside the standard deviation metric in this post, because explosive teams tend to have a higher standard deviation as they fall back down to earth. For simplicity's sake lets look at the multitude of times a team is hitting high marks.

There are six teams that have scored > 110 more than three times, Brent with 6x's; Ben and Scott H with 4x's; Sean, Jamie, and Dan with 3x's.

Please see the table below:

Pts Scored110120130140150
Caleb11100
Steven11110
Ben44221
Scott H43200
Sean32000
Jesse00000
Christie10000
Brent66310
David21000
Cameron21111
Jamie32100
Dan31111
Scott K10000
John21000

Brent has scored above this mark the past four weeks and shows no signs of letting up.

Ben has been able to hit over 110 three out of the last four weeks. This is a good sign for him, despite his poor performance last week, as he only scored above the 110 mark just once in his first four weeks. Finishing strong play a major factor for these remaining games.

Scott H has been a little more inconsistent, as he has only been above our bogie mark for consecutive weeks just once. However, two of his total four times have come the past two weeks. Positive note, but we will see how this plays out.

Sean of his three times he has never done it consecutive weeks, but has been able to do so two times in the last four weeks. Sean looks to be a sure lock for the playoffs, but he has never truly exploded. His season high is 122.5. He can rest assured that to beat him it will still be difficult as he has never scored 102 points.

Jamie two of his last four games have been greater than 110 and last week posted his season high 138.74. He has got the fire power, but I wonder when he drops his score can he still get the W. His other two scores over the past four were below 92 points. Chances of winning with that score becomes very challenging.

Dan, again, as previous stated in an previous post Dan and Jamie are very similar teams. Dan got his high score last week at 153.94. He has scored above 110 twice in the last four games. However, unlike Jamie his down scores have been above 92.

I see these teams as playoff teams. The ability to score the high mark is huge. As of this moment the teams that are the playoffs are as follows: Brent, Sean, Jamie, Danny, Cameron, and Scott. Anything could happen, but I see Ben replacing Cameron in the race for the 'ship. Where they end up in seeding is anyone's guess.

Saturday, November 7, 2015

What do I gotta score to win?

Its all relative.

If you play Brent, you may score 113 points and still lose. If you play Jesse, you just need to make sure you have your lineup set. However, this is a critical point in the season, with many teams sharing the same record (seven teams at 4-4), and with the first and second seed in the playoffs all but locked up with Brent and Sean, its all about just getting into the playoffs.

I was curious the other day and asked myself, 'what do I need to score to win a fantasy football game?'. And then I was wondering to myself: Yahoo projects me to score 100+, that sounds good, but it going to translate into wins? I sure hope scoring over 100 wins me games! I would like to score 170+, but I'm no Brady, nor do I have Tom Brady on my team. 

First, what I did was look at all the scores (as you would have to if you really wanted to know, but before that, I collected all the scores.... if you want to know what I truly did first) and separated them into wins and losses... I then asked, what is the break down of these scores, i.e. what are the ranges of scores that translated into wins vs losses. My thesis was that if teams scored over 120 points a game, that team would probably have a 75-80% chance of winning my game.

When looking at the league holistically, we get some higher scoring hurdles than I had first expected. The true (up to this point) scoring hurdle to ensure a victory is to score over 138.46. You will win 100% of the time if you do that. I found this by simply looking at the highest score in a loss -- it was Week 3 when Scott H lost to Brent by a mere 4.58 points, as Brent posted 143.04 (yes, I double checked my math). Scoring above 138 is a tall task, as only SEVEN teams have eclipsed that mark - with just one team, Ben, to do it twice. It is a tall order when also considering that just FIVE teams have scored above 140 points. This tells us two things: 1) It is difficult to score that high 2) it doesn't happen very often. Go to Bookings.com for something less obvious.

However, there are outliers in our data. There always is. Brent and Jesse, as stated at the very beginning, are our outliers. Without their scores accounted for (I took them completely out of the data set and all with wins/losses from their match-ups with other teams) that 138.46 mark mentioned in the last paragraph is much, much lower. It would be at 108.96 or approximately 29.5 points lower than 138.46. That is a considerable amount of points. To score 138.46 you have to have your players average ~15.38 each. I don't know about you, but I am having a tough time finding a RB that can do that, let alone a kicker and defense to put up that kind of scoring. While at our new mark of 108.96, your players need to average ~12.11 points. High? Yes, but doable. All but one team has scored over 110 points.

What this means is that you don't have to ask a few of your players to do so much, to cover for the rest of the guys sorry asses, because it will never be that balanced of an attack. In this game someone always has to pick up another players weak performance.. No thanks to you, Ryan TannehillsuckieQB! Lets look at what happened on the week's those teams that eclipsed the mark of 138.46 did.

To simplify this I just looked at the top performers for WR and RB position, i.e. the highest scoring WR and also the highest scoring RB. Then I looked at the higher of the K/DEF score and always included the QB.

QB: averaged 30+ pts, with the high of 62. That 62 number is off the charts and must be excluded (Dan posted that last week as Brees just went insane on the membrane). This brings our average down to around 27. This is still a high mark and there were two cases of where the QB scored under 20.

WR: averaged 22+. The sample set was pretty close, so I didn't have to throw any numbers out. The high was 27 and low was 17.

RB: avg. 26+. There was one week where the leading RB had around 9 points (again, Dan's performance last week - he had Brees covering everyone else). Excluding that 9 pointer, you are looking at about 28 pts. But there was one week where a RB hauled in 44 points to cover for a poor QB performance (Cameron in week 7). Taking the 44 pts out you are down to ~26 pts.

K/DEF: avg.15+. There were just two weeks where teams had their kicker or defense score over 20. Taking those out reduces this number to ~13. Interesting to note here that the lower of the two still avg. ~8. Still not a terrible performance.

Do you follow this tangent at all? Basically what I'm saying is you need your core (or just one dude to go HAM) to really sow up. You are talking about a QB score of 27, a WR at 22, and RB at 26. That is a killer week man, but you gotta have some other support here, coming in the form of a kicker or defense, to cover for a more than likely shotty TE and WR2, WR3, and RB2. But those four positions would need to put up about 90 points. That is a lot of weight on a few guys to get to 138.46, while 108.96 is less than 20 points away.

Let's circle back to my original thesis, that you will win 75-80% of the time with 120 pts? What does that mean for my chances of winning? This is when it gets even more muddy. If you aren't already lost, you may be... I took the scores of wins, put them in ranges, then divided them by the number of times that range appeared. For example, looking at the range of between 110 and 120, I found seven times a team won, versus the total number of times a number between 110 and 120 were found 10 times. Therefore, 70% of the time. However, There are two sections below. One including Brent and Jesse and another that excludes their scores and the corresponding wins scores and range scores from the sample.

*Including Brent and Jesse
Looking at the ranges in about 10 point intervals from 138.46 down you get the following:

ScoresChance to winNumber of Wins
>138.46100%8
> 120 < 138.4685.71%12
> 110 < 12070.00%7
> 100 < 11038.46%10
> 90 < 10041.67%5

It may look weird that you have a high chance of winning a game if you score in the range of 90 to 100, but this is due to the fact that we have had the least amount of wins in that range.

**Excluding Brent and Jesse 
Removing Brent and Jesse changes things quite a bit, as the scoring threshold in significantly reduced. 

ScoresChance to winNumber of Wins
>108.96100%19
> 100 < 108.9635.00%7
> 90 < 10033.33%3
> 80 < 908.00%4
Most wins (19) have come when teams have scored above the 108.96 mark. 

Finally, you now know what marks you must post to obtain victory.  My thesis was correct. You score 120, you have a high probability of winning. 

Wednesday, October 28, 2015

The Assistant Commissioner

Numbers do not lie. 
Lowest weekly score recorded for both the 2014 and 2015 season


 

Monday, October 26, 2015

Power Rankings

1) Brent
He is legit. I am getting tired talking about him, but the guy is out to prove that it was no auto-draft team that won last year.

2) Sean
He is hanging ever so tightly and narrowly to this spot. The improvement year over year for him and Cameron is pretty awesome.

3) Cameron
May be at this spot due to the outrageous numbers he put up this week, but when you can do that to someone, you deserve to be in the conversation.

4) Ben
Brent did not destroy Ben, who put up a decent fight. Ben has had the toughest schedule to date with opponents averaging 109 a game.

5) Scott H


WEEK SEVEN

Biggest gap this year... Thanks in part to Jesse not trying.

Yuhhhh! Wataaaaah! went off! Danngggg boi! 172.7 points. Let me remind you that the all time record is 175.6, set by Steve Jim back in week 13 of last year. This is cray, yo! CRAY CRAY. Wow. Looks like Wataaaaah! actually needed some MillerTime, as in Lamar Miller, who had a ridiculous 44.90 points!!!!! He had just one player score below 10. The best part is that I was on the receiving end of that *_____*. Hats off to Cameron, who will definitely move up in the power rankings. Geez. That's a big win, putting Cameron at 4-3 and very much in the mix.


The nail bitter was between second place Kaeptivating and third place Rolling Gazelems. In Dan's losses he has lost by a combined (meaning I totaled all the margins of his defeats... a sum... I am trying to make a point here with this stat. You can appreciate that right?) 8.08 points. His worst loss - 5.2 in week 1 and is averaging a league low of 2.7. Talk about a game of tenths of points! This was a big bounce back week for Kaep, who got his doors just blown off by the league leading Mustache Salad.

How pitiful is this? C'mon, man. Dude. Just. I don't know. Ugh. I give so much to this league and it just wears on me to see the lack of effort. Moving on...

At least Scott K is trying. He has just been dealt a bad hand.
I haveta, I gotsta talk about the Behemoth Mustache Salad. The guy is bringing it week in and week out. Its like watching Randy Orton RKO peeps! Couple stats: over the last three games he is averaging 127 pts/game. Thats pretty nice. Over the season he is leading with almost 123 pts/game. What a season. And this last win he did it again Ben who is hotter than HOT. Shoot he is HOT HOT HEAT. He is averaging approx. 142 pts/game. This was a big time win for Brent in a week that I thought we may see a rare loss for him. His team is so far and above the rest of everyone we can only hope to catch him on an off night... He is taking his six game winning streak against the unpredictable In Russ We Trust squad.
What will week 8 bring?

This is what a rebound looks like from week 4 - which was still a 105 pt output

It will take a truly special effort to beat Salad. It will take a team that can score big.  Scott H may be able to - he has scored over 120 three times. Ben has done it four times.... No other team in the league has done it multiple times, outside of those already mentioned and... guess... yes, Brent. He has done it five times. The funny thing is we haven't really seen a let down. His biggest let downs were in week 1 and 4, and he still scored over 100.

One team that I had really high hopes for this season was Mokes-a-lot. She just hasn't been able to dial it in and her team has had more let downs that explosions... I don't like regressions and trending downwards.



Saturday, October 24, 2015

Rooks



The biggest question coming into this season was, could Brent repeat? The second question after that was, would RGIII last a full season? The third question, was of course, was would the NFL continue to wear pink in support of breast cancer? And then finally, how will the rookies preform? In order to really understand how the rookies are doing we need a benchmark. Our bogie will be the performance of the Rookies last year...  Ben, Brent, Sean. That is quite the lineup, as Brent won the championship and Ben was the Rookie of the year. Sean.... he didn't do so well.

First lets average: last year's rookie's win %, score, margin of victory, margin of loss

Rookies last year through week six
Avg. win % - .500
   - Best record: Ben 4-2
   - Worst record: Sean 2-4
**What I glean from this is that you need start strong. Rarely do teams turn it completely around.

Avg. score - 102
   - Best: Ben 115
   - Worst: Sean 92

Avg. margin win - 22
   - B: Ben 32
   - W: Sean 13
Avg. margin loss - (16)
   - B: Brent (12)
   - W: Ben (24)
**I find it interesting that Ben was blowing people out, but was also blown out in losses. Brent was able to keep things closer in losses, as his margins of loss was about half of Ben's margin of loss.... Brent also had a margin of victory of 22. While Ben was explosive, he was also unpredictable  - his standard deviation in scores over the first six weeks was 20. The swings in scoring was too much for Ben to win it all. While Brent had a standard deviation of 10.

Rookies this year through week six (Jamie, Dan, Scott K)
Avg. win % - .500
   - B: Jamie/Dan 4-2
   - W: Scott K 1-5
**CAPTAIN OBVIOUS ALERT: Jamie and Dan are in a good spot... Scott K, there is no hope for you.

Avg. score - 95
   - B: Dan 103
   - W: Scott K 82

Avg. margin win - 30
   - B: Jamie 32
   - W: Dan 29
**Scott K lone win was a big one in week 1 and basically an outlier.
Avg. margin loss - (15)
   - B: Dan (4)
   - W: Scott (27)
**Despite the low scores (the league only averaged ~99 a game) Dan and Jamie are blowing out teams and they both have been able to keep it close (Jamie losses by ~14 a game).

What does this all really mean? Does it even matter? Am I just wasting time? Yes, yes I am.
  • Points are more difficult to come by this year. This is probably due to fact that we added two other managers to the league. 
  • Despite the lower scores rookies are winning by a greater margin. 
  • The first six week set the tone for the rest of the season and is replicated in the next six weeks, as we will see...
Looking at last year's rookies records AFTER week 7...

Win % - .444
Avg. Score - 99
Avg. margin win - 23
Avg margin loss - (24)

Brent and Ben replicated their win/loss record over the next six games as their first six (3-3 and 4-2), while Sean's got even worse and went 1-5.

Brent had a really crazy outlying week 9 last year, where he scored 172 points... If we will remove this week from the sample size our average score goes down to 95 and margin of victory to 12.

  • The ability to win by a decent margin of victory is better indicator of future performance than the score, if that makes sense. You need to be winning big, not just squeaking by. 
  • Teams taper off in high scores over the next six weeks- which correlates with the real NFL league's factors such as: fatigue, teams having more time information and film to use to prepare, injury, etc. 
  • No team outscored their opponents by more in the weeks 7-12 than 1-6 (this is excluding Brent's massive week 9 win and score)
  • You'll most likely get what you got....
So Danny and Jaime will go 4-2 again and will sit at 8-4, a perfect position to make the playoffs...

Wednesday, October 21, 2015

Power Rankings Revisited

I have got it all wrong. I have to have. I have been thinking about my power rankings and it just doesn't feel right. It was missing something... crucial. Margin in victories. For a team to really stand apart is them crushing other teams. Let's pick on me for a second.

Do you really think my team is that good? I'm 4-2, but I am one of the worst teams scoring and have one of the easiest schedule (see below tables), yet I am in the top five in both yahoo and my joke of a power ranking... PLEASE. That is a sham! It as much of a sham as was Mark May lying to us. Oh, Mark, you thought I forgot?! You friggin liar!

Top Five ScoringWorst Five Scoring
1BrentJesse
2BenScott K
3SeanCaleb
4DanSteven
5ChristieDavid

Toughest ScheduleEasiest Schedule
1JohnJamie
2CameronDan
3Scott HDavid
4JesseSteven
5BenSean

Incorporating the margin of victory will surely enhance the power rankings. As a brief reminder, the power rankings includes: average points scored, margin of victory, number of times scored over 100 points, wins, beating projections, and average points against. 

1) Brent
2) Sean
3) Ben 
4) Dan
5) Jamie

As you can see, adding in that margin of victory really shook it up with Ben and Jamie moving up. Is it perfect? No. Hell, no. But I think its helluva lot closer. I'll keep tinkering.


Tuesday, October 20, 2015

Division Comparison

High Desert Sierra
Win %48%52%
High Score129.28158.52
Average Score95.50104.09


Without Jesse: 

High Desert Sierra
Win %56%52%
High Score129.28158.52
Average Score99.61104.09