Señor Projectors Golf Project


Measurement Clustering

BetaCV Results for Measurement Clustering

Number of Clusters BetaCV Values for K-means BetaCV values for random clustering (Mean ± STD) P-value
20.4380288141.01769101494965 ± 0.09978591191530939.657252819869788e-08
32.0962546131.0007038353223 ± 0.0334714984983854267.57860212058893e-55
42.4016199240.9913743814159794 ± 0.077349079356215183.10808294440646e-33
52.2798593680.9799206839336825 ± 0.182615000430738062.366552092027283e-10
62.2622257121.0358866724244247 ± 0.32975987760620860.0003750785054244907
71.8943150511.011585422464304 ± 0.097231316248394931.621778832275509e-14
82.2722491681.0141837613299671 ± 0.171791552719948178.909816363516031e-11
92.4188010181.0129247232005438 ± 0.132659242004783168.227098585417817e-18
102.2883249361.0105593423708361 ± 0.108949490255501483.0107042480912365e-20
112.365578331.0099342009862395 ± 0.102190785702693451.686084841318516e-23
122.3646728471.0087494457630422 ± 0.106894803555105852.787778532642576e-22
132.4114911031.0082910824876745 ± 0.09937172410563872.894973306209849e-25
142.4231671611.0110405958447237 ± 0.102083672132834481.1269174712418937e-24
152.4405019371.0074507751218773 ± 0.10010127653366261.156705487682268e-25


Number of clusters:

Measurement Clustering Groups

Measurements Correlations
Cluster: 8ftUpMin Change
--------------------------
8ftUpAv Change0.9660505508316292
MTS_AP_Dist Change0.6612109237591786
TS_ML_Range Change0.6203850119970106
8ftUpMin Change1.0
Cluster: BMIPre
--------------------------
Weight (kg; H/2.205) Pre0.909185224016017
Visceral Fat Pre0.7899633695836991
8ftUpAvPre0.6503534437848629
8ftUpMinPre (s)0.6529241972256595
SF12 Cog Change0.5114646645496914
CLVT TotalTPre0.4696799411181375
CLVT IR Pre0.5768981372521729
CLVT SD Pre Free0.5884958439572358
CLVT SD Change0.5112948481203794
SSAvWidthPre0.6521123312480813
FGAvWidthPre0.588274144732774
MTS_AP_Vel Change0.3449957933935503
NS_AP_Range_Post0.4467115512860443
BMIPre1.0
Cluster: SSAvVel Change
--------------------------
Body Fat % Pre0.606904067038108
Systolic BP Pre0.542177936848277
Systolic BP Change (mmHg)0.628600811731196
MaxHip Abd Change0.432964948646889
CVLT Total Change0.4078130271762746
CLVT IR Change0.3790409057443416
SSAvLength Change0.4267275150922276
SSAvVel Change0.5407316430172627
SSAvCadence Change0.6248262622595936
R_Step Change0.4130734792386604
MTS_ML_Dist_Pre0.6817592632114918
NS_AP_Dist Change0.5023667397295702
ChairStand Change1.0
Cluster: Comb_Move_Pre
--------------------------
Diastolic BP Pre0.5698041971299928
HandGripAv Change0.5124521993940828
QuadStrengthMax Change0.6725387126354516
NIH WrkMemryPre0.4294319100695296
Vel Cost Change0.704434080674632
L_Step_Pre0.852353998287842
L_Move_Pre0.9696419385574004
R_WS_Pre0.8733518383334806
R_Step_Pre0.855542421769564
R_Move_Pre0.96998745508922
Comb_WS_Pre0.921092472685506
Comb_Step_Pre0.884302099991199
TS_ML_Excursion Change0.5180391373628178
TS_ML_Vel Change0.5180391283469041
IL-10 Pre0.5158267818801335
Comb_Move_Pre1.0
Cluster: Comb_WS Change
--------------------------
RHR Pre0.4210038909186268
HeelRaise Change0.6110006863429452
SF12 PrePhys0.5068777735964874
SF12 Phys Change0.7850556140051318
NIH WrkMem Change0.6339992653315233
SSAvLengthPre0.6008118234105703
L_WS Change0.9187470593041188
L_Move Change0.8053904528331044
R_WS Change0.9004099703368297
R_Move Change0.7857165918701406
Comb_Move Change0.8573277733884734
RPAQ M-M Pre0.5908418176526983
TNF-a Change0.5176730102145678
R1 Swings0.5210287952669376
Comb_WS Change1.0
Cluster: FGAvVelPre
--------------------------
CLVT LD Pre Free0.6920724581800732
CLVT LD Change0.4386258283423423
NIH ProcSpd Change0.6138703469566057
FGAvVelPre0.6138539182335236
FGMaxVelPre0.5606302342645482
DTAvVelPre0.9794247870661869
DTMaxVel Change0.5029843005924576
DTAvCadencePre0.5402709851482362
L_Step Change0.6043514871325806
DTMaxVelPre1.0
Cluster: Gender
--------------------------
Ht (m)0.7671633268626208
RHR Change (BPM)0.6186910228583871
HandGripAvPre0.8622904380392751
HandGripMaxPre0.8577774011369449
NIH Attn Change0.4082482904638629
6MinWalkDistancePreMts0.584660832250642
FGAvLengthPre0.5801361088339614
FGAvVel Change0.4548606997528898
FGMaxVel Change0.5725190059068823
FGAvCadencePre0.6202414852976054
DTAvLengthPre0.6176946804144605
IFNy Change0.663231137834405
R2 Swings0.5694848005229078
Gender1.0
Cluster: MTS_ML_Excursion_Pre
--------------------------
QuadStrengthAv Change0.6283192139671853
MaxHip Change0.3546064018696612
MTS_ML_Dist Change0.6342291628286386
MTS_ML_Excursion_Pre0.8406230613979965
MTS_ML_Excursion Change0.773418705606863
MTS_ML_Vel_Pre0.8406230539101759
MTS_ML_Vel Change0.7734186931988264
MTS_ML_Range_Pre0.7464568509772047
MTS_ML_Range Change0.6476036535898946
MTS_AP_Dist_Pre0.8181262566608954
MTS_AP_Excursion_Pre0.9999999999999968
MTS_AP_Excursion Change0.7056887911399669
MTS_AP_Range_Pre0.9091554995824408
MTS_AP_Range Change0.6186119969010242
NS_ML_Dist_Pre0.7473706441066975
NS_ML_Dist Change0.784057932475683
NS_ML_Excursion_Pre0.8766752636840224
NS_ML_Vel_Pre0.8766752735477188
NS_ML_Range_Pre0.7366842904402175
NS_ML_Range Change0.6119444004008573
NS_AP_Dist_Pre0.6908791932146199
NS_AP_Excursion_Pre0.9231688790664244
NS_AP_Vel_Pre0.9231688866339128
NS_AP_Range_Pre0.8221260008443395
TS_ML_Dist_Pre0.5897814766195753
TS_ML_Excursion_Pre0.605980081063415
TS_ML_Range_Pre0.6653984419781487
TS_AP_Dist Change0.6860111275927541
TS_AP_Excursion_Pre0.7887440284036822
TS_AP_Excursion Change0.4473748313573338
TS_AP_Vel_Pre0.7887440280525349
TS_AP_Vel Change0.4473748115255369
TS_AP_Range_Pre0.7189774628431724
TS_AP_Range Change0.6685485309064775
RPAQ M-M Change0.4997047212617027
IL-10 Change0.4891526177911849
Distance1 (mi)0.5822417146175887
TotalSteps10.6426456007440342
Distance2 (mi)0.576189367468355
TotalSteps20.6939684790799162
MTS_AP_Vel_Pre1.0
Cluster: NIH CogCompstePre
--------------------------
HeelRaisePre0.5862562003520956
NIH AttnPre0.8307878357602154
NIH CardSrtPre0.8107080318473235
NIH PrcssSpdPre0.6831375836322773
NIH SeqMemryPre0.7911170220196623
NIH SeqMem Change0.4850027252469833
NIH CogComp Change0.5353576616798864
FGAvWidth Change0.6010692902219552
FGAvCadence Change0.4129300878345393
DTAvWidth Change0.503324770913654
DTAvCadence Change0.4180288906881001
CRP Pre0.5636517037555441
CRP Change0.5558162718559205
NIH CogCompstePre1.0
Cluster: NS_ML_Excursion Change
--------------------------
HandGripMax Change0.5755884255969147
SF12 PreCog0.3965842925955892
FGAvLength Change0.4298307924497992
DTAvLength Change0.3595628380192928
NS_ML_Excursion Change0.6965723547841176
NS_ML_Vel Change0.6965723074316168
NS_AP_Vel Change0.999999999999994
IL-1b Change0.758477881217462
NS_AP_Excursion Change1.0
Cluster: QuadMaxPre
--------------------------
QuadStrengthAvgPre0.9677059743087852
MaxHip abd Pre (N)0.7654142690432144
DTAvWidthPre0.3887024988457679
Cog Cost Change0.692047800301881
Comb_Step Change0.3800788560779091
TS_ML_Dist Change0.6512273201231182
IL-1a Pre0.7480778498758437
IL-6 Pre0.4210222857391689
QuadMaxPre1.0
Cluster: R1 Bendovers
--------------------------
Age0.6488551972035732
Diastolic BP Change (mmHg)0.7195730320681297
6MinWalkDistance Change (m)0.692585593997464
Vel_COST_Pre0.5884584044678552
Cog_COST_Pre0.5225827650087863
IL-1a Change0.7846865174649061
IL-6 Change0.8214450600026986
Time2 (s)0.8519798242289714
R1 Putts0.5643659028335857
R2 Bendovers0.6368813489881309
R1 Bendovers1.0
Cluster: SSAvVelPre
--------------------------
NIH CardSrt Change0.6092378585838772
SSAvCadencePre0.786843370742336
SSAvVelPre1.0
Cluster: TNF-a Pre
--------------------------
ABC%Pre0.5272647688958014
IFNy Pre0.920168983565831
IL-1b Pre0.7983464879485909
Time1 (min)0.4340104479794593
Strd Length 1 (cm)0.6397933846585812
Strd Length 2 (cm)0.5962393627710776
R2 Putts0.6753878477279937
TNF-a Pre1.0
Cluster: BMI Change
--------------------------
BMI Change0.9901503031757908
Body-fat-% Change0.6139525081531225
Visceral Fat Change0.7726511929819363
ChairStandPre0.5378300791965911
Pre Hip0.5209556126927131
SSAvWidth Change0.7415721825893656
DTAvVel Change0.4561678618485684
L_WS_Pre0.9119589879057796
ABC% Change0.3635141524907117
Weight Change (Kg)1.0


Participant Clustering

Number of clusters:

Participant Clustering Groups

Participants Correlations
Cluster: Participant1
--------------------------
Participant11.0
Cluster: Participant13
--------------------------
Participant131.0
Cluster: Participant15
--------------------------
Participant210.9972795253368344
Participant151.0
Cluster: Participant16
--------------------------
Participant161.0
Cluster: Participant20
--------------------------
Participant201.0
Cluster: Participant7
--------------------------
Participant70.9779984716653752
Participant221.0
Cluster: Participant28
--------------------------
Participant30.9723170369979706
Participant281.0
Cluster: Participant29
--------------------------
Participant291.0
Cluster: Participant30
--------------------------
Participant300.9982892707250672
Participant311.0
Cluster: Participant33
--------------------------
Participant331.0