coef_fbRanks: Return Coefficients from fbRanks Objects
In fbRanks: Association Football (Soccer) Ranking via Poisson Regression
Description
Usage
Arguments
Value
Author(s)
Examples
Description
The rank.teams function outputs fbRanks objects. coef(fbRanks), where fbRanks is one's output from a rank.teams call, will return a list with vectors of coefficients for each fit and lists of coefficients for each term in a model. The fit element of a fbRanks object is a list with a fit (class "glm", "speedglm" or "glmnet") for each cluster. A cluster is a collection of teams with a path, represented by a series of games, between every team in the cluster. "attack" and "defend" are always model terms, but the user may have added on additional predictor variables (such as "surface").
Usage
1
2
Arguments
object
A fbRanks object.
...
Not used.
Value
A list with elements coef.vector and coef.list. coef.vector is like the familar vector returned by a coef() call except that these vectors are held in a list where each element of the list is for the fit for a different cluster. coef.list is the vector separated into the coefficients for each model term. At the minimum, coef.list is a list with elements "attack" and "defend" because these terms always appear in the fbRanks model. Additional terms added by the user may also appear.
Author(s)
Eli Holmes, Seattle, USA.
eeholmes(at)u(dot)washington(dot)com
Examples
1
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17
## Not run:
#This will load two dataframes: B00.scores and B00.teams
data(B00data)
#fit a model using a particular date range for B00 teams
#set the data range to just be the summer games of WA teams
x=rank.teams(scores=B00.scores, teams=B00.teams,
min.date="2012-5-1", max.date="2012-9-8", silent=TRUE)
#there are multiple clusters
names(coef(x)$coef.list)
#show the coefficients for cluster 1 as a list
#notice that fewer goals are scored on Turf
coef(x)$coef.list[[1]]
## End(Not run)
Example output
[1] "cluster.1" "cluster.2" "cluster.3" "cluster.4" "cluster.5" "cluster.6"
$attack
3 Rivers Black B00
0.111528997
3 Rivers Killoy B00
-1.353901257
AR Nike B01
-0.227269882
ASE Stephanson B00
-1.237725406
Azul FC Manchester United B00
-0.442235032
BIFC Blue B00
-0.119147526
BIFC White B00
-1.339679648
BSC Portland Black B00
0.268050986
BSC Portland White B00
-1.072550475
BYSC Select Cochran B00
-0.407774980
Blackhills FC Black B00
-0.473612090
Boise Nationals B00
1.066928302
Breakers Derby B00
-1.254922877
Breakers Owen B00
0.290871580
CB United B00
-0.492833648
CFC United B00
0.153434344
CUSC Thunder B00
-2.744746662
Cascade FC Green B00
-0.163732246
Central City Breakers FC Azaad 2001B
0.755502076
Central City Breakers FC Blue Hawks 2001B
0.108636393
Central WA SA Navy B00
1.083949579
Cheney Storm Hemenway B00
-0.675751738
Cobra Aguilitas B00
-0.174833982
Cobra Deportivo Teca B00
0.678998400
Columbia River Utd Man U B00
0.591324922
Coquitlam Metro Ford Millennium 2000B
1.762092955
Corvallis Fusion B00
-2.103180183
Corvallis United Reign B00
-0.124311549
Crossfire Premier A B00
2.039596014
Crossfire Premier A B01
0.822629552
Crossfire Premier B B00
1.304171967
Crossfire Premier C B00
-0.539225319
Crossfire Premier D B00
-1.267590962
Crossfire Select Button B00
-0.569248989
Crossfire Select Greenwalt B00
-0.227002760
Crossfire Select Merrick B00
-1.056566146
Desna SC B00
-0.765285654
EMFC Rovers Blue B00
-0.385053856
EMFC Rovers White B00
-0.518183410
Eastside FC Blue B00
0.011994482
Eastside FC Grey B00
-1.231747437
Eastside FC Red B00
0.947743838
Eastside FC White B00
0.280381950
Eastside Timbers Black B00
0.148972947
Eastside Timbers Red B00
0.793533282
FC Alliance A B00
1.089453430
FC Alliance B B00
0.400579436
FC Alliance C B00
-2.177273598
FC Edmonds Fury B00
-0.636093830
FC Kent Black B00
-1.909584117
FC Nova SuperNova B00
-14.733719357
FC Portland (mix) B00
0.587608587
FC Portland Navy B00
0.902301948
FC Portland White B00
-0.419128980
FC Salmon Creek Juventus B00
-0.000350224
FC Spokane Dinaro B00
-0.182383175
FC Spokane Sauther B00
-2.074432551
FC Spokane White Kennedy B00
-0.296519054
FC West Halcones B00
0.152043306
FC West Vikings B00
-0.134185106
FME Xtreme B00
-1.201584319
FWFC Blue B00
-1.250585308
FWFC Kempton B00
-0.816229065
FWFC Sharks B00
-17.637984394
Fuerza FC Academy B00
-17.410742146
HSC Lokomotiv B00
-0.265693438
HSC Richocet B00
-3.030154011
Harbor Premier Select B00
-0.674496236
Highline Premier Blue B00
0.767429289
Highline Select B00
-0.767503393
ISC Arsenal Red B00
-1.885135528
ISC Gunners A B00
0.756614595
ISC Gunners B B00
-0.515521033
ISC Gunners C B00
-0.859972830
Idaho Thunder B00
-1.265189073
Impact FC Black B00
-17.218117651
Islander FC B00
-0.363190048
KSYSA Warriors Fogal 2001B
-0.293687001
KVJSA Ellensburg FC B00
-0.450479845
Kent United Green B00
0.323547264
Kent United White B00
-1.733977907
Kings B00
-1.587292087
LASC Halcones B00
0.373463969
LASC Leones Negros B00
0.338666403
Lake Hills Fury B00
-1.249518730
Lake Oswego SC Cyclones B00
0.445600152
Lynden Action B00
-0.517222570
MRFC Blue B00
-0.565558067
MVP Rapids Navy B00
-1.021688956
Magnuson Ford Mariners FC 2000B
1.312297698
Mercer Island FC Gunners B00
-0.577615089
Milltown Hornets B00
-1.586896120
Missoula Strikers B00
-0.625858176
Mountain United 2000B
1.772832780
NEU Napoli B00
-2.397676242
NEU Rangers B00
0.397706671
NK Ballistic B00
-0.485822295
NPFC B00
0.005704451
NSC Dynamo B00
-0.554851981
NSC Impact B00
-1.052511791
NW United Martin B00
-0.522905646
NWN Red B00
0.248268720
NWSSA FC Barcelona B00
0.799591418
NWSSA FC Beavers B00
0.876067757
Nelson United Selects 2001B
-1.788569961
Newport FC Cosmos B00
-1.063415869
Normandy Park FC White B00
0.890700915
Nortac Colibri B00
0.539446765
Nortac Cosmos B00
0.007031079
OHSC Firestorm B00
-16.691324824
OSA Lightning B00
-0.769871341
OSA Thunder B00
0.032210543
Oregon City Legacy B00
-1.626606118
Oregon Rush Nike B00
0.056094385
Oregon Rush Swoosh B00
-0.062942141
PCU Black B00
-1.978169258
PCU Red B00
-0.390474123
PCU White B00
-2.006955429
PSC Wolverines B00
-0.924492076
PacNW Blue B00
-0.599598210
PacNW Maroon B00
0.641833998
Pacific FC Blue B00
0.059392834
Pacific FC Orange B00
-1.038358859
Pumas (Mossyrock) B00
-0.797323315
RPSC Halcones B00
0.336683089
RSA Elite Diamondbacks B00
-0.182913840
RVSC Timbers Red B00
-0.316040806
SCORE Eagles Red B00
-1.208401332
SK Eagles White B00
-0.200824529
SSC Shadow A B00
0.660958454
SSC Shadow B B00
-0.855835033
SSC Shadow Elite Windham B00
-2.937628432
SVFC United Crump B00
-0.763875658
Sabers Rau B00
-0.365209607
San Carlos Chivas B00
0.811698745
Sandpoint Strikers B00
-0.532996117
Seattle United Copa B00
1.558298418
Seattle United NE Blue B00
-1.079535588
Seattle United S Black B00
-0.108999407
Seattle United S Blue B00
-1.935453960
Seattle United S White B00
-0.901749895
Seattle United Samba B00
0.199245199
Seattle United Shoreline Blue B00
-0.417745449
Seattle United Tango B00
0.823211599
Seattle United W Blue B00
-0.087852682
Seattle United W White B00
-1.146572720
Silver FC B00
-2.063253142
Silverton SA Chelsea B00
0.416302827
Slammers Orange B00
-1.253779641
Snohomish United Black B00
0.458352765
Snohomish United Red B00
-1.823615780
Southside SC Azzuri B00
0.374069479
Sparta Red B00
-1.690327897
Sparta White B00
-1.390864799
Spokane Pumas Black B00
-1.269323155
Spokane Scotties Manthei B00
-0.726623995
Sting SC Ajax B00
-0.978545111
Sting SC Manchester B00
-0.046709899
Storm King B00
-0.542211673
Sun City Strikers Red B00
-0.758518938
Surrey United 2000B
0.555960064
TC United B00
-1.925120696
TSS Academy Datillo B00
0.773500646
TUSK Vipers B00
-0.154529888
Tacoma United Milan B00
-1.953324689
Tacoma United Pumas B00
-0.851782775
Timber Barons B00
-0.713032019
Tynecastle FC B00
0.283192995
Tynecastle FC Outliers B00
0.048810732
Tynecastle Select (mix) B00
0.731951368
UPSC Eagles B00
-1.444831564
UPSC Lightning B00
-0.947435906
United SA Panthers B00
0.115991946
VYSA Kirk B00
-0.071225101
Vancouver Timbers Red B00
0.768507637
Vancouver Timbers Rojo B00
-0.191844225
WA Rush Nike B00
0.839794099
WA Rush Swoosh B00
-0.724418240
WAFC Aztecas B00
-0.657203071
WAFC Barca B00
0.248110958
WAFC Juventus B00
0.664916928
WAFC Real Madrid B00
0.686522059
WPFC Black B00
1.110605390
WPFC Fury Black B00
-0.223758918
WPFC Navy B00
-0.437898792
WPFC White B00
0.258616221
WPFC White B01
0.105439693
WS Panthers B00
-0.610866098
WS Tecos B00
-0.544359674
WSA Barcelona B00
-2.601765602
WSA Inter B00
-0.909213510
WSA Rangers B00
-0.465052703
WUSC Boca Jrs. B00
-0.817332613
Wenatchee Fire Black B00
-1.344003205
Westside Timbers Copa B00
0.912974125
Westside Timbers Copa TS B00
-0.920657150
Westside Timbers Mundial B00
-0.032186898
Westside Timbers Samba B00
0.110480212
Westsound FC Red B00
-0.024071947
Whatcom Rangers Gold B00
-0.160037679
XiFA 2019 B00
-1.687736192
XiFA 2020 B00
-2.530248403
$defend
3 Rivers Black B00
0.000000000
3 Rivers Killoy B00
1.457519462
AR Nike B01
1.301521139
ASE Stephanson B00
1.869541394
Azul FC Manchester United B00
2.534393342
BIFC Blue B00
0.321884068
BIFC White B00
2.000774188
BSC Portland Black B00
0.023438508
BSC Portland White B00
0.518183410
BYSC Select Cochran B00
0.597411898
Blackhills FC Black B00
1.355714155
Boise Nationals B00
-0.558393456
Breakers Derby B00
1.828210932
Breakers Owen B00
1.397112541
CB United B00
1.681525761
CFC United B00
0.650571507
CUSC Thunder B00
2.603538834
Cascade FC Green B00
-0.316275270
Central City Breakers FC Azaad 2001B
-0.046077847
Central City Breakers FC Blue Hawks 2001B
0.824925160
Central WA SA Navy B00
0.174833982
Cheney Storm Hemenway B00
1.802565942
Cobra Aguilitas B00
0.302344782
Cobra Deportivo Teca B00
0.706549724
Columbia River Utd Man U B00
0.306907484
Coquitlam Metro Ford Millennium 2000B
-0.422306798
Corvallis Fusion B00
3.092827958
Corvallis United Reign B00
0.405845045
Crossfire Premier A B00
-1.837549331
Crossfire Premier A B01
-0.426218185
Crossfire Premier B B00
-0.434938444
Crossfire Premier C B00
0.257232817
Crossfire Premier D B00
2.488786189
Crossfire Select Button B00
1.398689657
Crossfire Select Greenwalt B00
0.840581272
Crossfire Select Merrick B00
1.267497202
Desna SC B00
2.037150385
EMFC Rovers Blue B00
1.378147425
EMFC Rovers White B00
1.765697656
Eastside FC Blue B00
0.652829551
Eastside FC Grey B00
2.473196810
Eastside FC Red B00
-1.435247010
Eastside FC White B00
0.186119917
Eastside Timbers Black B00
0.578054501
Eastside Timbers Red B00
-0.511851795
FC Alliance A B00
0.001632982
FC Alliance B B00
0.762155019
FC Alliance C B00
1.683362537
FC Edmonds Fury B00
0.201537902
FC Kent Black B00
2.362733336
FC Nova SuperNova B00
0.192200635
FC Portland (mix) B00
-0.725136929
FC Portland Navy B00
-0.031061120
FC Portland White B00
1.458526731
FC Salmon Creek Juventus B00
0.967933231
FC Spokane Dinaro B00
1.336878752
FC Spokane Sauther B00
2.470830706
FC Spokane White Kennedy B00
0.470056132
FC West Halcones B00
0.354388504
FC West Vikings B00
1.445659960
FME Xtreme B00
2.023104365
FWFC Blue B00
1.339284675
FWFC Kempton B00
0.915532558
FWFC Sharks B00
3.343415820
Fuerza FC Academy B00
1.889286367
HSC Lokomotiv B00
0.433699023
HSC Richocet B00
2.982125940
Harbor Premier Select B00
1.201103148
Highline Premier Blue B00
0.214597792
Highline Select B00
2.384524242
ISC Arsenal Red B00
2.587998937
ISC Gunners A B00
-1.359091241
ISC Gunners B B00
0.980060725
ISC Gunners C B00
1.598844021
Idaho Thunder B00
1.258852675
Impact FC Black B00
1.509376245
Islander FC B00
1.800885137
KSYSA Warriors Fogal 2001B
0.093585877
KVJSA Ellensburg FC B00
1.569208201
Kent United Green B00
0.340289591
Kent United White B00
1.335399301
Kings B00
2.086180421
LASC Halcones B00
-0.141605748
LASC Leones Negros B00
-0.034825310
Lake Hills Fury B00
1.219911718
Lake Oswego SC Cyclones B00
0.778932065
Lynden Action B00
2.080025492
MRFC Blue B00
1.322988957
MVP Rapids Navy B00
1.550981329
Magnuson Ford Mariners FC 2000B
-1.488638787
Mercer Island FC Gunners B00
1.628552938
Milltown Hornets B00
1.464487115
Missoula Strikers B00
1.322490701
Mountain United 2000B
-16.203790867
NEU Napoli B00
1.882708449
NEU Rangers B00
0.672090584
NK Ballistic B00
1.103831171
NPFC B00
0.294987355
NSC Dynamo B00
1.834720444
NSC Impact B00
1.391101891
NW United Martin B00
0.855723560
NWN Red B00
0.556831848
NWSSA FC Barcelona B00
-0.921362858
NWSSA FC Beavers B00
0.523874224
Nelson United Selects 2001B
2.185569902
Newport FC Cosmos B00
1.688192691
Normandy Park FC White B00
-0.367201052
Nortac Colibri B00
0.400779069
Nortac Cosmos B00
1.237506855
OHSC Firestorm B00
4.393525072
OSA Lightning B00
1.504572515
OSA Thunder B00
0.929878239
Oregon City Legacy B00
1.713105097
Oregon Rush Nike B00
0.293016890
Oregon Rush Swoosh B00
0.301550367
PCU Black B00
1.703048768
PCU Red B00
1.034898156
PCU White B00
2.366889578
PSC Wolverines B00
2.300196608
PacNW Blue B00
1.168826204
PacNW Maroon B00
0.341880479
Pacific FC Blue B00
0.586891683
Pacific FC Orange B00
1.281820863
Pumas (Mossyrock) B00
0.409954185
RPSC Halcones B00
1.755815360
RSA Elite Diamondbacks B00
0.450479845
RVSC Timbers Red B00
0.731029775
SCORE Eagles Red B00
1.343574284
SK Eagles White B00
1.925120696
SSC Shadow A B00
-0.087499061
SSC Shadow B B00
1.407776349
SSC Shadow Elite Windham B00
2.851340335
SVFC United Crump B00
2.129578880
Sabers Rau B00
1.226894224
San Carlos Chivas B00
1.614133321
Sandpoint Strikers B00
0.971382885
Seattle United Copa B00
-1.111036126
Seattle United NE Blue B00
1.605783777
Seattle United S Black B00
0.537155319
Seattle United S Blue B00
1.377756434
Seattle United S White B00
1.895962552
Seattle United Samba B00
0.766482530
Seattle United Shoreline Blue B00
1.368789199
Seattle United Tango B00
-0.122303716
Seattle United W Blue B00
1.198860919
Seattle United W White B00
1.538131051
Silver FC B00
2.401229204
Silverton SA Chelsea B00
0.023277338
Slammers Orange B00
1.662238716
Snohomish United Black B00
0.714481313
Snohomish United Red B00
1.567936540
Southside SC Azzuri B00
0.171062770
Sparta Red B00
2.146888347
Sparta White B00
1.816283271
Spokane Pumas Black B00
1.116166064
Spokane Scotties Manthei B00
0.528012893
Sting SC Ajax B00
1.457551018
Sting SC Manchester B00
0.899963948
Storm King B00
1.701261460
Sun City Strikers Red B00
1.198376012
Surrey United 2000B
0.061827059
TC United B00
1.299436818
TSS Academy Datillo B00
-0.717749519
TUSK Vipers B00
1.709478387
Tacoma United Milan B00
2.086509744
Tacoma United Pumas B00
1.474860091
Timber Barons B00
0.917551612
Tynecastle FC B00
0.797323315
Tynecastle FC Outliers B00
0.281282254
Tynecastle Select (mix) B00
-0.386805099
UPSC Eagles B00
2.374453266
UPSC Lightning B00
1.755218398
United SA Panthers B00
-0.001326947
VYSA Kirk B00
-14.948683836
Vancouver Timbers Red B00
-0.030263096
Vancouver Timbers Rojo B00
0.523215289
WA Rush Nike B00
-0.170454998
WA Rush Swoosh B00
1.395162288
WAFC Aztecas B00
0.761929200
WAFC Barca B00
1.000161045
WAFC Juventus B00
-0.008876138
WAFC Real Madrid B00
0.115551915
WPFC Black B00
-1.531055735
WPFC Fury Black B00
0.229623329
WPFC Navy B00
1.221864013
WPFC White B00
0.099864345
WPFC White B01
1.459434482
WS Panthers B00
1.253142177
WS Tecos B00
1.784728390
WSA Barcelona B00
0.388739731
WSA Inter B00
1.549194348
WSA Rangers B00
1.077894932
WUSC Boca Jrs. B00
0.955048927
Wenatchee Fire Black B00
0.765285654
Westside Timbers Copa B00
-0.068731435
Westside Timbers Copa TS B00
1.121320732
Westside Timbers Mundial B00
0.161730294
Westside Timbers Samba B00
0.910491273
Westsound FC Red B00
0.507461569
Whatcom Rangers Gold B00
1.063688216
XiFA 2019 B00
1.490586591
XiFA 2020 B00
2.029742879
fbRanks documentation built on May 1, 2019, 8:01 p.m.
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Description Usage Arguments Value Author(s) Examples
Description
The rank.teams function outputs fbRanks objects. coef(fbRanks), where fbRanks is one's output from a rank.teams call, will return a list with vectors of coefficients for each fit and lists of coefficients for each term in a model. The fit element of a fbRanks object is a list with a fit (class "glm", "speedglm" or "glmnet") for each cluster. A cluster is a collection of teams with a path, represented by a series of games, between every team in the cluster. "attack" and "defend" are always model terms, but the user may have added on additional predictor variables (such as "surface").
Usage
1 2 |
Arguments
object |
A fbRanks object. |
... |
Not used. |
Value
A list with elements coef.vector and coef.list. coef.vector is like the familar vector returned by a coef() call except that these vectors are held in a list where each element of the list is for the fit for a different cluster. coef.list is the vector separated into the coefficients for each model term. At the minimum, coef.list is a list with elements "attack" and "defend" because these terms always appear in the fbRanks model. Additional terms added by the user may also appear.
Author(s)
Eli Holmes, Seattle, USA.
eeholmes(at)u(dot)washington(dot)com
Examples
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 | ## Not run:
#This will load two dataframes: B00.scores and B00.teams
data(B00data)
#fit a model using a particular date range for B00 teams
#set the data range to just be the summer games of WA teams
x=rank.teams(scores=B00.scores, teams=B00.teams,
min.date="2012-5-1", max.date="2012-9-8", silent=TRUE)
#there are multiple clusters
names(coef(x)$coef.list)
#show the coefficients for cluster 1 as a list
#notice that fewer goals are scored on Turf
coef(x)$coef.list[[1]]
## End(Not run)
|
Example output
[1] "cluster.1" "cluster.2" "cluster.3" "cluster.4" "cluster.5" "cluster.6"
$attack
3 Rivers Black B00
0.111528997
3 Rivers Killoy B00
-1.353901257
AR Nike B01
-0.227269882
ASE Stephanson B00
-1.237725406
Azul FC Manchester United B00
-0.442235032
BIFC Blue B00
-0.119147526
BIFC White B00
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XiFA 2019 B00
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$defend
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AR Nike B01
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Silver FC B00
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Vancouver Timbers Rojo B00
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WA Rush Nike B00
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WSA Barcelona B00
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WSA Inter B00
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WSA Rangers B00
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WUSC Boca Jrs. B00
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Wenatchee Fire Black B00
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Westside Timbers Copa B00
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Westside Timbers Copa TS B00
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Westside Timbers Mundial B00
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Westside Timbers Samba B00
0.910491273
Westsound FC Red B00
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Whatcom Rangers Gold B00
1.063688216
XiFA 2019 B00
1.490586591
XiFA 2020 B00
2.029742879
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