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Posted: **Mon Jan 27, 2014 11:01 pm**

Ran the Least Squares program on the data yesterday. TRFs dropped significantly after its one and first lose of the season, as did EGFs with its tie to Bemidji. EP looking strong, but realistically there is little or no difference between teams with a GD differential smaller than about 0.6 (approx 1/2 goal)

Code: Select all

LSQRANK         Team  SEC            Score   GD       SOS    PPc     PKc   ADJPTS   (W - L-T) percent
-----------------------------------------------------------------------------------------------------
  1      EdenPrairie  2 AA EP         0.16   0.0     0.88   25.5    85.7    1.2     (15- 6-0) 0.714  
  2       HillMurray  4 AA HM        25.24   0.3     0.78   26.7    96.3    1.3     (19- 3-0) 0.864  
  3              BSM  6 AA BSM       34.48   0.3     0.84   45.8    71.4    1.5     (18- 2-1) 0.881  
  4          Hopkins  6 AA HOP       43.20   0.4     0.86   28.9    85.9    1.5     (21- 3-0) 0.875  
  5            Edina  2 AA EDN       44.96   0.4     0.89   30.9    83.6    1.2     (15- 6-2) 0.696  
  6       Minnetonka  6 AA MTK       66.95   0.7     0.90   33.3    80.8    1.5     (16- 2-2) 0.850  
  7          Wayzata  6 AA WYZ       75.19   0.8     0.86   42.6    83.6    1.2     (16- 6-1) 0.717  
  8      DodgeCounty  1 AA DC       108.18   1.1     0.75   28.4    88.5    1.1     (19- 5-0) 0.792  
  9         Achiever  4 A  ACH      128.87   1.3     0.78   23.9    87.8    1.2     (18- 4-1) 0.804  
 10       LakevilleS  1 AA LVS      149.30   1.5     0.84   29.1    87.9    1.1     (16- 7-0) 0.696  
 11       Burnsville  3 AA BNV      159.27   1.6     0.83   27.2    85.7    1.0     (14- 8-1) 0.630  
 12       MapleGrove  6 AA MG       159.93   1.6     0.82   27.5    84.3    1.1     (14- 5-2) 0.714  
 13       LakevilleN  1 AA LVN      160.65   1.6     0.85   15.4    90.9    1.2     (15- 5-2) 0.727  
 14       Stillwater  4 AA STW      161.83   1.6     0.83   24.1    71.4    1.1     (15- 6-1) 0.705  
 15           Blaine  5 AA BLA      175.06   1.8     0.80   22.1    88.6    1.3     (18- 3-2) 0.826  
 16   EastGrandForks  8 A  EGF      175.28   1.8     0.72   27.5    93.3    1.3     (21- 1-1) 0.935  
 17         Irondale  5 AA IRO      185.49   1.9     0.77   41.2    73.3    1.2     (18- 5-0) 0.783  
 18  ThiefRiverFalls  8 A  TRF      191.47   1.9     0.74   22.9    95.1    1.4     (21- 1-0) 0.955  
 19       MoundsView  5 AA MSV      223.77   2.2     0.83   40.8    81.5    0.9     (12- 8-3) 0.587  
 20          Andover  7 AA AND      232.13   2.3     0.81   34.0    83.3    0.9     (12- 7-2) 0.619  
 21        EastRidge  3 AA ERG      237.65   2.4     0.76   25.8    82.7    1.0     (15- 7-1) 0.674  
 22            Eagan  3 AA EAG      238.27   2.4     0.85   29.4    73.1    0.7     ( 9-12-1) 0.432  
 23          Warroad  8 A  WAR      242.05   2.4     0.78   16.0    78.3    0.8     (12- 9-1) 0.568  
 24         Eastview  3 AA EVW      242.84   2.4     0.82   16.7    67.9    1.0     (14- 8-1) 0.630  
 25              CDH  4 AA CDH      245.82   2.5     0.82   41.2    53.1    1.0     (15- 8-0) 0.652  
 26        BloomJeff  2 AA BLJ      248.70   2.5     0.83   33.3    84.4    1.1     (15- 7-1) 0.674  
 27    RochesterCENT  1 AA RCT      249.48   2.5     0.63   39.2    76.0    1.0     (19- 3-0) 0.864  
 28        Roseville  4 AA ROS      266.17   2.7     0.81   14.8    81.8    1.0     (14- 8-0) 0.636  
 29  ArmstrongCooper  6 AA ARM      270.80   2.7     0.82   28.8    83.9    0.9     (12- 8-2) 0.591  
 30         ElkRiver  7 AA ER       275.73   2.8     0.81   22.9    79.7    0.9     (12- 7-4) 0.609  
 31          StCloud  8 AA STC      280.11   2.8     0.68   21.2    80.4    1.0     (17- 4-1) 0.795  
 32      RochesterJM  1 AA RJM      284.74   2.8     0.65   30.0    93.0    1.0     (18- 4-0) 0.818  
 33           Roseau  8 AA RSU      287.25   2.9     0.78   14.0    79.6    0.8     (13-11-0) 0.542  
 34            Orono  5 A  ORO      296.46   3.0     0.74   13.6    80.7    0.9     (12- 6-2) 0.650  
 35          Buffalo  8 AA BUF      296.73   3.0     0.80   24.7    78.5    0.8     (11-10-1) 0.523  
 36            Blake  5 A  BLK      301.61   3.0     0.80   21.4    77.3    1.1     (16- 6-0) 0.727  
 37       Centennial  5 AA CEN      303.89   3.0     0.84   21.6    70.5    0.8     ( 9-10-2) 0.476  
 38          RedWing  1 A  RW       305.84   3.1     0.74   45.0    90.0    1.0     (16- 6-0) 0.727  
 39          Bismark  1 ND BIS      306.24   3.1     0.64    0.0   100.0    1.1     ( 5- 1-0) 0.833  
 40      AppleValley  3 AA APV      312.62   3.1     0.84   17.1    70.0    0.5     ( 7-14-1) 0.341  
 41     ChamplinPark  5 AA CHP      313.50   3.1     0.82   25.0    73.2    0.6     ( 9-13-0) 0.409  
 42           Chaska  2 AA CHK      342.19   3.4     0.79   11.7    84.3    1.0     (14- 7-1) 0.659  
 43          Hanover  1 NH HAN      343.13   3.4     0.74    0.0     0.0    0.9     ( 2- 1-0) 0.667  
 44            Anoka  5 AA ANK      353.32   3.5     0.83   25.0    77.6    0.6     ( 8-13-1) 0.386  
 45         Hastings  3 AA HAS      375.01   3.8     0.80   23.7    75.8    0.8     (11-10-1) 0.523  
 46          Bemidji  8 AA BMJ      377.58   3.8     0.77    7.3    80.4    0.6     ( 8-10-3) 0.452  
 47      SouthStPaul  4 A  SSP      390.76   3.9     0.75   13.9    87.2    0.9     (13- 6-2) 0.667  
 48              SSR  8 AA SSR      391.81   3.9     0.70   23.3    93.3    1.0     (15- 4-3) 0.750  
 49       HolyFamily  2 AA HF       399.67   4.0     0.77   11.9    84.2    0.7     (11-10-0) 0.524  
 50      GrandRapids  7 AA GR       407.78   4.1     0.76   19.7    82.8    0.8     (12- 9-2) 0.565  
 51    WhiteBearLake  4 AA WBL      408.70   4.1     0.80   20.6    81.8    0.7     ( 9-11-3) 0.457  
 52       NorthWRCTY  8 AA NWC      418.29   4.2     0.75   16.2    80.0    0.8     (11- 8-2) 0.571  
 53            Breck  5 A  BRK      426.71   4.3     0.81   18.0    86.4    0.7     ( 9-13-1) 0.413  
 54       ForestLake  7 AA FL       427.56   4.3     0.81   16.7    85.0    0.5     ( 7-14-1) 0.341  
 55       Farmington  1 AA FAM      431.80   4.3     0.72   13.3    77.8    0.6     (11-11-1) 0.500  
 56           Duluth  7 AA DUL      435.09   4.4     0.72    7.3    75.7    0.6     (10-11-1) 0.477  
 57   SpringLakePark  5 AA SLK      436.27   4.4     0.69   34.4    61.4    0.8     (14- 7-1) 0.659  
 58           ParkCG  3 AA PCG      437.76   4.4     0.80   17.2    85.1    0.3     ( 4-17-2) 0.217  
 59        PriorLake  2 AA PRL      449.03   4.5     0.82   11.1    77.9    0.4     ( 5-18-0) 0.217  
 60    MoundWestonka  5 A  MWT      460.33   4.6     0.71   12.3    80.8    0.8     (12- 7-3) 0.614  
 61        FargoWest  1 ND FW       474.52   4.7     0.66   11.1    77.8    0.8     ( 7- 3-0) 0.700  
 62       Alexandria  6 A  ALX      479.07   4.8     0.69   17.9    89.1    0.7     (11- 9-1) 0.548  
 63      ProctorHerm  7 A  PRH      488.28   4.9     0.68   17.9    85.5    0.7     (13-10-0) 0.565  
 64           Rogers  5 AA ROG      497.91   5.0     0.71   22.2    83.3    0.7     (11- 8-2) 0.571  
 65          Cloquet  7 AA CLQ      498.95   5.0     0.77   13.1    80.9    0.5     ( 6-14-1) 0.310  
 66        NewPrague  1 A  NP       501.98   5.0     0.70   13.2    84.1    0.7     (12-11-0) 0.522  
 67       CoonRapids  5 AA CR       502.38   5.0     0.82   12.3    57.6    0.3     ( 3-16-3) 0.205  
 68       RiverLakes  8 AA RL       505.37   5.1     0.67   15.2    75.9    0.8     (12- 8-0) 0.600  
 69           Tartan  4 AA TAR      516.26   5.2     0.73   16.0    66.7    0.7     (10-10-0) 0.500  
 


LSQRANK         Team  SEC            Score   GD       SOS    PPc     PKc   ADJPTS   (W - L-T) percent
-----------------------------------------------------------------------------------------------------
 70         Owatonna  1 AA OWT      517.66   5.2     0.59   23.7    93.0    0.7     (14- 7-0) 0.667  
 71      NorthStPaul  4 AA NSP      518.20   5.2     0.78   16.2    75.9    0.5     ( 7-14-1) 0.341  
 72           SPAVIS  4 A  SPU      518.91   5.2     0.71   14.6    81.8    0.8     (12- 8-2) 0.591  
 73     ChisagoLakes  4 A  CHL      523.52   5.2     0.70   22.8    81.2    0.5     ( 9-13-0) 0.409  
 74             USMW  1 WI USM      528.20   5.3     0.58    4.8    87.5    0.9     ( 6- 1-1) 0.813  
 75           NewUlm  3 A  NU       534.48   5.3     0.52   22.8    83.0    0.6     (15- 6-0) 0.714  
 76         Shakopee  2 AA SHK      534.61   5.3     0.75   18.4    78.3    0.6     ( 8-12-3) 0.413  
 77      FortFrances  1 ON FFR      538.74   5.4     0.55    0.0    50.0    0.9     ( 8- 1-0) 0.889  
 78      TotinoGrace  5 A  TG       542.34   5.4     0.73   22.5    85.2    0.7     (11-10-1) 0.523  
 79          Hibbing  7 A  HIB      544.72   5.4     0.67   21.6    91.5    0.7     (11- 9-2) 0.545  
 80        Mahtomedi  4 A  MAH      555.50   5.6     0.70   21.0    85.9    0.6     (11-11-1) 0.500  
 81       CentralWIS  1 WI CWI      560.57   5.6     0.67   12.5    95.2    0.8     ( 4- 3-1) 0.563  
 82        StFrancis  7 AA STF      575.49   5.8     0.66   18.4    80.3    0.5     ( 8-11-4) 0.435  
 83          Hayward  1 WI HAY      589.26   5.9     0.63   20.4    87.0    0.8     ( 9- 5-0) 0.643  
 84        MooseLake  7 A  MOO      589.66   5.9     0.60   18.3    83.7    0.7     (13- 8-2) 0.609  
 85         Woodbury  3 AA WBY      606.61   6.1     0.78   13.9    71.6    0.4     ( 6-16-1) 0.283  
 86      FergusFalls  6 A  FF       631.85   6.3     0.67   38.5    73.1    0.5     ( 7-12-2) 0.381  
 87      MankatoEast  2 A  MKE      632.73   6.3     0.61   20.0    82.1    0.7     (13- 8-0) 0.619  
 88         Onalaska  1 WI ONA      639.79   6.4     0.69   28.0    82.4    0.6     ( 4- 4-0) 0.500  
 89        Princeton  5 A  PRC      641.53   6.4     0.60   16.1    78.6    0.6     (14- 9-0) 0.609  
 90           IFALLS  7 A  IFS      642.86   6.4     0.57   19.4    89.4    0.5     (12- 9-2) 0.565  
 91          StCroix  1 WI SCX      653.79   6.5     0.65   31.3    91.9    0.7     ( 7- 6-1) 0.536  
 92      NewRichmond  1 WI NEW      670.60   6.7     0.63   25.0    80.0    0.3     ( 1- 4-0) 0.200  
 93        MplsNovas  5 A  MPL      675.40   6.8     0.64   15.1    74.7    0.5     ( 8-10-1) 0.447  
 94         Moorhead  8 AA MOR      693.14   6.9     0.76   26.4    77.6    0.5     ( 6-12-1) 0.342  
 95           Hudson  1 WI HUD      697.26   7.0     0.62   18.4    81.3    0.6     ( 5- 4-2) 0.545  
 96       NorthMetro  6 AA NM       702.07   7.0     0.82    5.6    73.1    0.2     ( 3-19-0) 0.136  
 97        Cambridge  7 AA CAM      707.22   7.1     0.71    5.4    75.0    0.3     ( 4-17-0) 0.190  
 98            WSFLG  1 WI WSF      710.83   7.1     0.59   21.4    75.0    0.4     ( 4- 6-1) 0.409  
 99       Northfield  1 A  NF       716.17   7.2     0.64    8.9    87.1    0.4     ( 8-14-0) 0.364  
100     DetroitLakes  6 A  DL       720.57   7.2     0.61    9.7    76.1    0.5     ( 7- 8-4) 0.474  
101         Rosemont  3 AA RSM      725.66   7.3     0.82   10.0    61.3    0.1     ( 1-21-0) 0.045  
102           Sibley  4 A  SIB      736.49   7.4     0.72   10.4    73.8    0.1     ( 2-20-0) 0.091  
103           Simley  4 A  SIM      737.17   7.4     0.70    9.3    70.8    0.3     ( 6-18-0) 0.250  
104              LDC  2 A  LDC      742.23   7.4     0.62   10.7    87.1    0.3     ( 7-13-0) 0.350  
105       HolyAngels  5 A  HA       783.84   7.8     0.68   12.7    77.1    0.4     ( 5-13-3) 0.310  
106        Crookston  8 A  CRK      787.43   7.9     0.70    9.8    90.9    0.3     ( 6-15-1) 0.295  
107       FargoSouth  1 ND FS       793.99   7.9     0.67    7.1    53.3    0.2     ( 2- 8-0) 0.200  
108        SunPraire  1 WI SUN      803.84   8.0     0.63   11.1    87.5    0.2     ( 1- 7-1) 0.167  
109     StPaulBlades  4 A  SPB      805.09   8.1     0.62   28.0    64.5    0.3     ( 4-12-4) 0.300  
110      PequotLakes  6 A  PLK      821.55   8.2     0.58   12.8    77.8    0.4     ( 8-13-0) 0.381  
111       ParkRapids  8 A  PR       827.89   8.3     0.59   12.5    74.3    0.3     ( 8-12-1) 0.405  
112       GrandForks  1 ND GFK      837.51   8.4     0.72    0.0    83.3    0.3     ( 2- 5-0) 0.286  
113         Brainard  8 AA BRN      839.68   8.4     0.72    5.4    73.8    0.0     ( 1-19-0) 0.050  
114           Dryden  1 ON DRY      841.48   8.4     0.69   16.7    80.0    0.2     ( 1- 4-0) 0.200  
115      MankatoWest  2 A  MKW      843.37   8.4     0.58   19.2    78.8    0.3     ( 7-14-0) 0.333  
116           Winona  1 A  WNN      846.60   8.5     0.65   18.1    66.7    0.3     ( 6-15-0) 0.286  
117       MHHAunited  4 A  MHH      856.10   8.6     0.61    1.6    79.2    0.1     ( 2-16-1) 0.132  
118      StLouisPark  6 AA SLP      862.92   8.6     0.66   14.1    74.7    0.2     ( 3-19-1) 0.152  
119        Faribault  1 A  FBL      867.98   8.7     0.57   11.9    84.9    0.3     ( 7-14-1) 0.341  
120       Hutchinson  2 A  HUT      875.25   8.8     0.59    6.1    75.9    0.3     ( 5-13-1) 0.289  
121          Willmar  2 A  WIL      877.08   8.8     0.59   10.0    71.9    0.2     ( 5-16-0) 0.238  
122       FargoNorth  1 ND FN       888.50   8.9     0.71    0.0    75.0    0.0     ( 0- 9-0) 0.000  
123    RochesterMayo  1 AA RMY      890.61   8.9     0.66   12.1    76.2    0.4     ( 6-15-0) 0.286  
124          Luverne  3 A  LUV      892.00   8.9     0.30   34.4    89.3    0.4     (15- 3-0) 0.833  
125        AlbertLea  1 A  ABL      901.31   9.0     0.61   12.5    69.0    0.3     ( 7-13-0) 0.350  
126          Eveleth  7 A  EVE      955.95   9.6     0.60    8.6    85.7    0.3     ( 5-16-2) 0.261  
127           Austin  1 A  AUS      958.15   9.6     0.58    6.0    83.3    0.2     ( 5-16-1) 0.250  
128        SilverBay  7 A  SLB     1012.19  10.1     0.59    8.7    65.9    0.1     ( 2-18-1) 0.119  
129         Superior  1 WI SUP     1026.79  10.3     0.64   13.8    66.7    0.1     ( 1- 9-0) 0.100  
130             LPGE  6 A  LPG     1126.06  11.3     0.41   10.0    92.7    0.2     ( 8-13-1) 0.386  
131           Waseca  1 A  WAS     1159.24  11.6     0.35   15.8    86.0    0.1     ( 5- 8-1) 0.393  
132         Marshall  3 A  MAR     1220.15  12.2     0.32   15.0    80.0    0.1     ( 7-11-1) 0.395  
133         Fairmont  3 A  FMT     1296.14  13.0     0.26   14.8    87.5    0.1     ( 9- 8-0) 0.529  
134        Brookings  1 SD BRO     1320.15  13.2     0.28    0.0     0.0    0.0     ( 0- 1-0) 0.000  
135          StPeter  2 A  STP     1330.47  13.3     0.43   11.6    76.1    0.1     ( 5-14-1) 0.275  
136              LOW  8 A  LOW     1371.80  13.7     0.52    0.0    81.3    0.0     ( 0-11-0) 0.000  
137           Morris  6 A  MOR     1656.14  16.6     0.38    9.1    91.7    0.0     ( 1- 9-0) 0.100  
138           Windom  3 A  WIN     1923.94  19.2     0.25    2.4    74.4    0.0     ( 3-14-1) 0.194  
139      Worthington  3 A  WOR     2316.00  23.2     0.28    4.8    54.5    0.0     ( 0-14-0) 0.000

Posted: **Tue Jan 28, 2014 1:54 pm**

Are you using power play and penalty kill stats in this somehow?

Posted: **Wed Jan 29, 2014 1:22 am**

Yes, I am using the following measurable attributes to compute a composite margin of victory (cmpMOV) which is the basis of the observation equation:

raw MOV
Open Net Goals
Shots differential
Penality Kill differential
Major Penality instances

A weight for each cmpMOV is also computed based on the components above. A weight value is 1.0/sqr( sd ), where sd = standard deviation

for example, below are the inputs for two different games that were played between Eden Prairie and Edina:

EP 4 24 1 4 0 0 EDINA 3 24 1 3 0 0 0 played on 01-07-2014

The above game produced a cmpMOV of 0.8 +/- 0.1

another game between the same two teams was:

EP 3 22 0 4 0 0 EDINA 1 14 0 2 0 0 0 played on 01-25-2014

This game produced a cmpMOV of 2.4 +/- 0.29 [cmpMOV +/- sd]

The first game above was a much closer game, and its weight relative to the second game is greater (i.e. smaller sd)

There are several other attributes that can be data mined from the HHUB web site such as short-handed goals that I have not applied yet into the cmpMOV.

Posted: **Wed Jan 29, 2014 2:42 pm**

Is this formula your own creation? These factors cut both ways. Do you somehow reward teams that get outshot in a game because they have the better goalie? Or penalize them? Is it better to score on a PP versus 5 on 5? Does it matter?

Posted: **Wed Jan 29, 2014 4:57 pm**

Bulldog3489 wrote:Is this formula your own creation? These factors cut both ways. Do you somehow reward teams that get outshot in a game because they have the better goalie? Or penalize them? Is it better to score on a PP versus 5 on 5? Does it matter?

Yes I agree, this is a very complicated situation because one set of criteria can be negated in one situation but not the other. The crux of the problem is that a simple computer algorithm doesn't always model 100% of the data 100% of the time, which is why using a least squares approach to compute the overall best fit of the bulk of the data is a very reasonable way to go. More work needs to be done! I can think of ways to use the HHub scoring info to data mine scenarios better than it does now, but that would require a bit of AI programming and lot more data entry which is an expensive time eater-upper!

Posted: **Fri Feb 07, 2014 12:56 pm**

Updated Class A ranking 07-FEB-2014

Code: Select all

OVERALL
LSQRANK       Team  SEC CLS       GD    RK    SOS    PPc     PKc   (W - L-T)  
--------------------------------------------------------------------------
 10         Achiever  4 A  ACH    1.5   1    0.75   23.9    86.9   (19- 5-1)
 18  ThiefRiverFalls  8 A  TRF    1.8   2    0.70   23.3    94.2   (23- 1-0)
 19   EastGrandForks  8 A  EGF    2.0   3    0.67   28.4    92.8   (22- 2-1)
 22          Warroad  8 A  WAR    2.4   4    0.72   18.0    83.1   (16- 9-1)
 30            Blake  5 A  BLK    2.8  T5    0.78   22.7    73.5   (17- 7-1)
 31          RedWing  1 A  RW     2.8  T5    0.68   41.3    89.0   (20- 6-0)
 36            Orono  5 A  ORO    2.9   7    0.70   16.9    84.2   (16- 8-2)
 46      SouthStPaul  4 A  SSP    3.9   8    0.72   13.2    86.4   (15- 8-2)
 51            Breck  5 A  BRK    4.2   9    0.78   17.6    87.5   (11-14-1)
 61        NewPrague  1 A  NP     4.7   10   0.65   12.4    84.5   (15-11-0)
 63      ProctorHerm  7 A  PRH    4.8  T11   0.64   19.2    86.7   (15-10-0)
 64    MoundWestonka  5 A  MWT    4.8  T11   0.66   12.7    80.5   (14- 8-3)
 69           SPAVIS  4 A  SPU    5.2  T13   0.68   12.8    81.0   (13- 9-2)
 71       Alexandria  6 A  ALX    5.2  T13   0.64   15.4    89.4   (12-11-1)
 73      TotinoGrace  5 A  TG     5.3   15   0.70   23.8    83.1   (12-10-2)
 76          Hibbing  7 A  HIB    5.4  T16   0.65   20.7    89.6   (11-12-2)
 77     ChisagoLakes  4 A  CHL    5.4  T16   0.66   23.9    82.5   (10-13-1)
 78           NewUlm  3 A  NU     5.4  T16   0.48   22.6    82.3   (16- 7-0)
 80        MooseLake  7 A  MOO    5.6   19   0.55   18.5    84.5   (16- 8-2)
 83        Mahtomedi  4 A  MAH    5.7   20   0.67   19.8    82.8   (11-14-1)
 86           IFALLS  7 A  IFS    6.1   21   0.52   19.2    89.1   (15- 9-2)
 89      MankatoEast  2 A  MKE    6.3  T22   0.57   18.9    82.1   (15-10-0)
 90        Princeton  5 A  PRC    6.3  T22   0.57   14.3    79.7   (15-10-1)
 91        MplsNovas  5 A  MPL    6.4  T24   0.60   14.8    74.4   (11-12-1)
 92      FergusFalls  6 A  FF     6.4  T24   0.62   40.9    74.1   ( 8-15-2)
 98           Simley  4 A  SIM    7.1   26   0.66    9.7    73.4   ( 7-19-0)
100     DetroitLakes  6 A  DL     7.3  T27   0.58    9.3    76.4   ( 7-11-4)
101       Northfield  1 A  NF     7.3  T27   0.61    8.2    86.1   (10-16-0)
102           Sibley  4 A  SIB    7.4   29   0.64   10.7    75.8   ( 4-22-0)
104       HolyAngels  5 A  HA     7.5   30   0.65   18.1    76.7   ( 7-15-4)
105       ParkRapids  8 A  PR     7.7   31   0.51   12.2    83.3   (13-12-1)
106              LDC  2 A  LDC    7.8   32   0.58   11.1    79.5   ( 8-17-0)
107     StPaulBlades  4 A  SPB    7.9   33   0.59   25.8    64.9   ( 5-14-4)
109        Crookston  8 A  CRK    8.2   34   0.64   12.7    87.3   ( 7-17-1)
111      StLouisPark  5 A  SLP    8.5  T35   0.62   16.2    75.0   ( 3-21-1)
112      MankatoWest  2 A  MKW    8.5  T35   0.53   20.3    80.3   ( 9-16-0)
113       MHHAunited  4 A  MHH    8.6   37   0.58    2.9    75.5   ( 2-19-1)
115      PequotLakes  6 A  PLK    8.7  T38   0.51   15.2    79.0   (11-13-0)
116           Winona  1 A  WNN    8.7  T38   0.60   18.8    70.5   ( 8-16-1)
118       Hutchinson  2 A  HUT    8.8   40   0.55    9.1    74.5   ( 6-17-1)
119        Faribault  1 A  FBL    8.9  T41   0.55   11.7    86.4   ( 7-17-1)
120          Luverne  3 A  LUV    8.9  T41   0.24   35.4    90.7   (21- 3-0)
122        AlbertLea  1 A  ABL    9.1   43   0.58   13.2    72.7   ( 7-18-0)
124          Willmar  2 A  WIL    9.3  T44   0.57   12.3    74.6   ( 6-19-0)
125          Eveleth  7 A  EVE    9.3  T44   0.58   11.3    86.4   ( 5-19-2)
126           Austin  1 A  AUS    9.4   46   0.55    5.3    79.0   ( 6-18-2)
129        SilverBay  7 A  SLB   10.2   47   0.55    9.4    68.1   ( 2-20-1)
131             LPGE  6 A  LPG   10.5   48   0.39    9.7    93.7   ( 8-15-1)
132         Marshall  3 A  MAR   11.3  T49   0.29   13.0    79.5   ( 8-12-1)
133           Waseca  1 A  WAS   11.3  T49   0.34   14.1    82.1   ( 7-10-2)
134         Fairmont  3 A  FMT   11.6   51   0.25   27.3    91.3   ( 9-10-1)
136          StPeter  2 A  STP   12.6   52   0.38   10.9    67.1   ( 6-18-1)
137           Morris  6 A  MOR   13.9   53   0.29   20.0    92.9   ( 3-11-0)
139              LOW  8 A  LOW   14.6   54   0.46    0.0    75.8   ( 0-17-0)
140           Windom  3 A  WIN   16.8   55   0.22    2.4    75.0   ( 4-14-1)
141      Worthington  3 A  WOR   19.4   56   0.24    3.8    53.3   ( 1-17-0)

Posted: **Fri Feb 07, 2014 12:57 pm**

Updated Class AA rankings - 07-FEB-2014

Code: Select all

OVERALL
LSQRANK       Team  SEC CLS       GD   RK     SOS    PPc     PKc   (W-L-T)  
-------------------------------------------------------------------------
  1              BSM  6 AA BSM    0.0  T1    0.83   48.1    68.4   (22- 2-1)
  2      EdenPrairie  2 AA EP     0.0  T1    0.87   25.4    87.1   (18- 7-0)
  3       HillMurray  4 AA HM     0.1   3    0.75   24.1    95.6   (21- 3-1)
  4          Hopkins  6 AA HOP    0.5   4    0.85   28.8    87.1   (21- 4-0)
  5            Edina  2 AA EDN    0.6  T5    0.88   28.6    84.0   (15- 7-3)
  6          Wayzata  6 AA WYZ    0.6  T5    0.85   41.5    82.8   (17- 6-1)
  7       Minnetonka  6 AA MTK    0.7   7    0.89   29.0    86.1   (18- 5-2)
  8      DodgeCounty  1 AA DC     1.0   8    0.72   27.4    89.3   (21- 5-0)
  9       MapleGrove  6 AA MG     1.3   9    0.81   24.6    83.6   (17- 5-2)
 11           Blaine  5 AA BLA    1.5   10   0.79   21.3    88.0   (20- 3-2)
 12       LakevilleN  1 AA LVN    1.6  T11   0.82   19.7    91.4   (19- 5-2)
 13         Irondale  5 AA IRO    1.6  T11   0.77   41.8    69.7   (19- 6-0)
 14       Burnsville  3 AA BNV    1.6  T11   0.80   24.8    88.3   (17- 8-1)
 15       LakevilleS  1 AA LVS    1.7   14   0.83   30.4    85.3   (17- 8-1)
 16       Stillwater  4 AA STW    1.8  T15   0.81   22.4    72.2   (16- 8-1)
 17  ArmstrongCooper  6 AA ARM    1.8  T15   0.80   26.2    83.3   (14- 9-2)
 20              CDH  4 AA CDH    2.2  T17   0.80   42.9    57.1   (17- 8-0)
 21       MoundsView  5 AA MSV    2.2  T17   0.81   38.9    82.6   (14- 8-3)
 23         ElkRiver  7 AA ER     2.5  T19   0.79   22.7    81.3   (13- 8-5)
 24        Roseville  4 AA ROS    2.5  T19   0.79   14.8    80.6   (17- 8-0)
 25        EastRidge  3 AA ERG    2.5  T19   0.75   24.7    82.8   (16- 9-1)
 26         Eastview  3 AA EVW    2.5  T19   0.79   17.9    71.4   (16- 9-1)
 27        BloomJeff  2 AA BLJ    2.5  T19   0.81   33.3    79.6   (16- 8-1)
 28          Andover  7 AA AND    2.7  T24   0.80   31.8    85.5   (14- 9-3)
 29            Eagan  3 AA EAG    2.7  T24   0.82   26.5    73.5   (11-14-1)
 32       Centennial  5 AA CEN    2.8  T26   0.83   20.0    72.4   (12-11-2)
 33          StCloud  8 AA STC    2.8  T26   0.63   24.2    83.3   (19- 4-1)
 34      RochesterJM  1 AA RJM    2.8  T26   0.62   33.8    93.2   (21- 5-0)
 35    RochesterCENT  1 AA RCT    2.9  T29   0.61   36.5    71.7   (22- 4-0)
 37     ChamplinPark  5 AA CHP    2.9  T29   0.81   24.5    71.1   (10-15-0)
 38           Roseau  8 AA RSU    3.0   31   0.76   10.7    77.6   (13-12-0)
 39           Chaska  2 AA CHK    3.2   32   0.77   13.2    82.3   (16- 8-1)
 40          Buffalo  8 AA BUF    3.4  T33   0.79   25.0    79.1   (12-12-1)
 41      AppleValley  3 AA APV    3.4  T33   0.82   15.1    71.8   ( 7-18-1)
 43            Anoka  5 AA ANK    3.7   35   0.82   26.9    80.9   ( 9-15-1)
 44         Hastings  3 AA HAS    3.8   36   0.78   20.3    78.3   (14-11-1)
 45      GrandRapids  7 AA GR     3.9   37   0.73   18.3    85.3   (15- 9-2)
 47              SSR  8 AA SSR    4.0  T38   0.64   22.8    93.1   (18- 4-3)
 48          Bemidji  8 AA BMJ    4.0  T38   0.72    6.3    82.1   ( 8-10-5)
 49    WhiteBearLake  4 AA WBL    4.1   40   0.78   19.4    81.2   ( 9-13-3)
 50       ForestLake  7 AA FL     4.2   41   0.78   19.2    85.7   (10-14-2)
 52       NorthWRCTY  8 AA NWC    4.4  T42   0.71   14.9    81.0   (13- 9-3)
 53   SpringLakePark  5 AA SLK    4.4  T42   0.65   34.1    61.8   (16- 7-2)
 54       HolyFamily  2 AA HF     4.4  T42   0.72   13.0    82.5   (13-11-1)
 55           ParkCG  3 AA PCG    4.5   45   0.78   16.4    81.3   ( 4-20-2)
 56           Duluth  7 AA DUL    4.6  T46   0.69    8.9    79.6   (11-14-1)
 57       Farmington  1 AA FAM    4.6  T46   0.69   16.0    78.0   (12-12-2)
 58        PriorLake  2 AA PRL    4.7  T48   0.78   12.5    79.5   ( 6-19-0)
 59       CoonRapids  5 AA CR     4.7  T48   0.79   14.9    61.9   ( 5-18-3)
 62         Owatonna  1 AA OWT    4.8   50   0.61   23.5    93.0   (15-11-0)
 65           Rogers  5 AA ROG    4.9   51   0.68   20.6    82.3   (13-10-3)
 66          Cloquet  7 AA CLQ    5.0   52   0.73   17.1    81.7   ( 7-15-2)
 70           Tartan  4 AA TAR    5.2   53   0.70   23.1    74.0   (12-13-0)
 72       RiverLakes  8 AA RL     5.3  T54   0.62   14.0    75.0   (15-10-1)
 74         Shakopee  2 AA SHK    5.3  T54   0.71   19.0    78.7   ( 8-13-4)
 79      NorthStPaul  4 AA NSP    5.6   56   0.74   18.2    78.7   ( 9-15-1)
 81         Moorhead  8 AA MOR    5.7   57   0.70   23.3    76.6   ( 7-13-2)
 85        StFrancis  7 AA STF    6.1   58   0.63   18.3    80.3   (10-12-4)
 87         Woodbury  3 AA WBY    6.2   59   0.76   12.8    72.9   ( 7-19-1)
 97       NorthMetro  6 AA NM     7.1   60   0.80    6.3    72.0   ( 3-22-0)
 99        Cambridge  7 AA CAM    7.3   61   0.66    4.1    73.5   ( 5-21-0)
103         Rosemont  3 AA RSM    7.4   62   0.78   10.4    64.9   ( 1-25-0)
110    RochesterMayo  1 AA RMY    8.2   63   0.62   13.0    71.8   ( 9-16-0)
117         Brainard  8 AA BRN    8.7   64   0.63    6.3    74.0   ( 2-23-0)

Posted: **Mon Feb 10, 2014 11:06 pm**

New rankings posted 10-FEB-2014

on LSQRANK.WEEBLY.COM

HighSchoolHockeyForums.com

2014 LSQRANK ratings - updated 26-JAN-2014 (Overall A &

2014 LSQRANK ratings - updated 26-JAN-2014 (Overall A &