Original data
transformed explanatory variables
##
## Call:
## lm(formula = NewDam$V1 ~ ., data = NewDam)
##
## Coefficients:
## (Intercept) Capacity Flow Plant
## 1.72496 -0.45164 0.08081 3.19320
## Test stat Pr(>|t|)
## Capacity 13.589 0.000
## Flow 3.367 0.001
## Plant 0.606 0.545
## Tukey test 16.332 0.000boxcox transformed response varable
##
## Call:
## lm(formula = lamdam$`NewDam[, 1]^lambda` ~ ., data = lamdam)
##
## Coefficients:
## (Intercept) Capacity Flow Plant
## 1.0465992 -0.0190557 0.0006924 0.1238616
## Test stat Pr(>|t|)
## Capacity 0.478 0.633
## Flow -2.959 0.003
## Plant -2.875 0.005
## Tukey test -0.038 0.970Summary of models
summary(lmDam)##
## Call:
## lm(formula = NewDam$V1 ~ ., data = NewDam)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.37967 -0.21092 -0.08312 0.09421 1.97238
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.72496 0.54127 3.187 0.00169 **
## Capacity -0.45164 0.03110 -14.521 < 2e-16 ***
## Flow 0.08081 0.02460 3.285 0.00122 **
## Plant 3.19320 0.53477 5.971 1.16e-08 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.3417 on 187 degrees of freedom
## Multiple R-squared: 0.7203, Adjusted R-squared: 0.7158
## F-statistic: 160.5 on 3 and 187 DF, p-value: < 2.2e-16summary(lmlam)##
## Call:
## lm(formula = lamdam$`NewDam[, 1]^lambda` ~ ., data = lamdam)
##
## Residuals:
## Min 1Q Median 3Q Max
## -0.0112737 -0.0015123 -0.0004833 0.0008607 0.0128868
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.0465992 0.0055957 187.035 <2e-16 ***
## Capacity -0.0190557 0.0003216 -59.261 <2e-16 ***
## Flow 0.0006924 0.0002543 2.722 0.0071 **
## Plant 0.1238616 0.0055286 22.404 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 0.003532 on 187 degrees of freedom
## Multiple R-squared: 0.9714, Adjusted R-squared: 0.9709
## F-statistic: 2117 on 3 and 187 DF, p-value: < 2.2e-16## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred
## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred
## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred
## Test stat Pr(>|t|)
## Capacity 0.396 0.529
## Flow 0.001 0.969
## Plant 0.342 0.559## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred
## Test stat Pr(>|t|)
## Bi$Capacity 0.936 0.333
## Bi$Plant 0.026 0.872summary(BiMod)##
## Call:
## glm(formula = Bi$BiVar ~ ., family = binomial(), data = Bi)
##
## Deviance Residuals:
## Min 1Q Median 3Q Max
## -1.97685 -0.03553 -0.00027 0.00000 2.86536
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) 17.0160 10.8283 1.571 0.116081
## Capacity -10.5707 2.7609 -3.829 0.000129 ***
## Flow 0.4768 0.3658 1.303 0.192476
## Plant 77.8692 19.1275 4.071 4.68e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 203.730 on 190 degrees of freedom
## Residual deviance: 44.656 on 187 degrees of freedom
## AIC: 52.656
##
## Number of Fisher Scoring iterations: 10summary(BiMod2)##
## Call:
## glm(formula = Bi$BiVar ~ Bi$Capacity + Bi$Plant, family = binomial(),
## data = Bi)
##
## Deviance Residuals:
## Min 1Q Median 3Q Max
## -1.88133 -0.03454 -0.00032 0.00000 2.96326
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) 17.570 10.757 1.633 0.102
## Bi$Capacity -10.434 2.575 -4.052 5.08e-05 ***
## Bi$Plant 78.101 18.130 4.308 1.65e-05 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 203.730 on 190 degrees of freedom
## Residual deviance: 46.446 on 188 degrees of freedom
## AIC: 52.446
##
## Number of Fisher Scoring iterations: 9anova(BiMod2,BiMod)## Analysis of Deviance Table
##
## Model 1: Bi$BiVar ~ Bi$Capacity + Bi$Plant
## Model 2: Bi$BiVar ~ Capacity + Flow + Plant
## Resid. Df Resid. Dev Df Deviance
## 1 188 46.446
## 2 187 44.656 1 1.7893as.data.frame(cbind(NewDam$V1,fitlam,fitted(BiMod),fitted(BiMod2)),row.names = (row.names(dam)))->BiFitted
names(BiFitted)<-c( "Observed","Fitted Values","Probability of Success Model 1", "Probabilty of success Model 2")
BiFitted## Observed
## Anchor Dam 0.02
## Angostura Dam 0.90
## Barretts Diversion Dam 0.35
## Belle Fourche Dam 0.49
## Bonny Dam 0.15
## Bretch Diversion Canal 0.12
## Bull Lake Dam 0.41
## Carter Lake Dam No. 1 0.56
## Choke Canyon Dam 0.69
## Clark Canyon Dam 1.52
## Corbett Diversion Dam 0.59
## Deerfield Dam 0.43
## Dickinson Dam 0.07
## Dodson Diversion Dam 0.40
## East Portal Diversion Dam 0.96
## Enders Dam 0.22
## Fort Shaw Diversion Dam 0.26
## Foss Dam 0.14
## Fresno Dam 0.88
## Gibson Dam 1.32
## Glen Elder Dam 0.81
## Granby Dam 1.16
## Gray Reef Dam 1.58
## Greenfield Project Greenfield Main Canal Drop 0.37
## Heart Butte Dam 0.64
## Helena Valley Dam 0.10
## Helena Valley Pumping Plant 1.38
## Horsetooth Dam 0.34
## Huntley Diversion Dam 1.86
## James Diversion Dam 0.24
## Jamestown Dam 0.25
## Johnson Project Greenfield Main Canal Drop 0.21
## Kirwin Dam 0.13
## Lake Alice No. 2 Dam 0.04
## Lake Sherburne Dam 0.24
## Medicine Creek Dam 0.43
## Merritt Dam 0.68
## Nelson Dikes DA 0.07
## Norton Dam 0.05
## Olympus Dam 0.82
## Pactola Dam 1.07
## Pathfinder Dam 1.23
## Pishkun Dike - No. 4 0.23
## Pueblo Dam 2.34
## Red Willow Dam 0.12
## Saint Mary Diversion Dam 0.33
## Shadehill Dam 0.37
## Shadow Mountain Dam 0.46
## St. Mary Canal - Drop 1 0.56
## St. Mary Canal - Drop 2 0.50
## St. Mary Canal - Drop 3 0.47
## St. Mary Canal - Drop 4 0.82
## St. Mary Canal - Drop 5 0.75
## Sun River Diversion Dam 0.65
## Trenton Dam 0.24
## Twin Buttes Dam 2.61
## Twin Lakes Dam (USBR) 1.24
## Vandalia Diversion Dam 0.87
## Virginia Smith Dam 0.88
## Webster Dam 0.06
## Whalen Diversion Dam 0.07
## Willow Creek Dam 0.29
## Willwood Canal 0.70
## Willwood Diversion Dam 1.10
## Wind River Diversion Dam 0.51
## Woods Project Greenfield Main Canal Drop 0.56
## Wyoming Canal - Station 1016 0.41
## Wyoming Canal - Station 1490 0.64
## Wyoming Canal - Station 1520 0.34
## Wyoming Canal - Station 1626 0.13
## Wyoming Canal - Station 1972 0.28
## Wyoming Canal - Station 997 0.49
## Yellowtail Afterbay Dam 3.05
## Bartlett Dam 3.50
## Gila Gravity Main Canal Headworks 1.17
## Horseshoe Dam 2.98
## Imperial Dam 1.61
## Laguna Dam 0.63
## Anderson-Rose Dam 0.21
## Boca Dam 1.68
## Bradbury Dam 0.30
## Casitas Dam 1.57
## Gerber Dam 0.14
## John Franchi Dam 0.90
## Lake Tahoe Dam 0.65
## Malone Diversion Dam 0.07
## Marble Bluff Dam 0.83
## Prosser Creek Dam 1.98
## Putah Creek Dam 0.25
## Putah Diversion Dam 1.16
## Rainbow Dam 0.32
## Upper Slaven Dam 0.21
## Agate Dam 0.24
## Agency Valley 0.33
## Arthur R. Bowman Dam 1.90
## Bully Creek 0.13
## Bumping Lake 0.20
## Cle Elum Dam 0.94
## Cold Springs Dam 0.09
## Crane Prairie 0.25
## Deadwood Dam 0.20
## Easton Diversion Dam 1.68
## Emigrant Dam 0.99
## Fish Lake 0.18
## Golden Gate Canal 0.56
## Harper Dam 0.31
## Haystack 0.85
## Kachess Dam 0.77
## Keechelus Dam 0.87
## Little Wood River Dam 0.29
## Lytle Creek 0.19
## Mann Creek 0.56
## Mason Dam 0.72
## Maxwell Dam 0.30
## McKay Dam 0.88
## Ochoco Dam 0.16
## Reservoir A 0.12
## Ririe Dam 0.94
## Scoggins Dam 0.92
## Scootney Wasteway 1.26
## Sunnyside Dam 1.43
## Thief Valley Dam 0.64
## Unity Dam 0.14
## Warm Springs Dam 0.66
## Wickiup Dam 0.98
## Wild Horse - BIA 0.27
## Angostura Diversion 0.12
## Arthur V. Watkins Dam 0.11
## Avalon Dam 0.42
## Azeotea Creek and Willow Creek Conveyance Channel Station 1565+00 0.10
## Azeotea Creek and Willow Creek Conveyance Channel Station 1702+75 0.10
## Azeotea Creek and Willow Creek Conveyance Channel Station 1831+17 0.09
## Azotea Tunnel 0.09
## Big Sandy Dam 0.10
## Blanco Diversion Dam 0.03
## Blanco Tunnel 0.16
## Brantley Dam 0.32
## Caballo Dam 1.45
## Crawford Dam 0.64
## Currant Creek Dam 0.22
## Dolores Tunnel 0.21
## East Canyon Dam 0.44
## Fort Sumner Diversion Dam 0.17
## Fruitgrowers Dam 0.06
## Grand Valley Diversion Dam 1.55
## Gunnison Diversion Dam 1.28
## Gunnison Tunnel 1.55
## Hammond Diversion Dam 0.07
## Heron Dam 1.06
## Huntington North Dam 0.07
## Hyrum Dam 0.40
## Inlet Canal 0.34
## Joes Valley Dam 0.85
## Lost Creek Dam 0.20
## M&D Canal-Shavano Falls 1.88
## Meeks Cabin Dam 0.40
## Montrose and Delta Canal 0.19
## Moon Lake Dam 0.22
## Nambe Falls Dam 0.24
## Outlet Canal 0.52
## Paonia Dam 0.79
## Platoro Dam 0.38
## Red Fleet Dam 0.59
## Ridgway Dam 1.35
## Rifle Gap Dam 0.92
## San Acacia Diversion Dam 0.04
## Scofield Dam 0.45
## Selig Canal 0.05
## Silver Jack Dam 0.57
## Sixth Water Flow Control 3.02
## Soldier Creek Dam 1.39
## South Canal Tunnels 0.84
## South Canal Sta 19+ 10 Site #1 1.32
## South Canal Sta. 181+10 Site #4 1.44
## South Canal Sta. 472+00 Site #5 1.05
## South Canal Sta.106+65 Site #3 1.26
## Southside Canal Sta 171+ 90 thru 200+ 67 (2 canal drops) 1.05
## Southside Canal Sta 349+ 05 thru 375+ 42 (3 canal drops) 0.93
## Spanish Fork Flow Control Structure 1.66
## Starvation Dam 1.23
## Stateline Dam 0.09
## Steinaker Dam 0.71
## Stillwater Tunnel 0.21
## Sumner Dam 0.98
## Syar Tunnel 0.99
## Taylor Park Dam 1.12
## Upper Diamond Fork Flow Control Structure 2.36
## Upper Stillwater Dam 0.32
## Vega Dam 0.51
## Weber-Provo Canal 0.14
## Weber-Provo Diversion Canal 0.04
## Fitted Values
## Anchor Dam 0.01963796
## Angostura Dam 0.93394261
## Barretts Diversion Dam 0.37734107
## Belle Fourche Dam 0.52550821
## Bonny Dam 0.15372668
## Bretch Diversion Canal 0.14737259
## Bull Lake Dam 0.42461901
## Carter Lake Dam No. 1 0.56851282
## Choke Canyon Dam 0.74614268
## Clark Canyon Dam 1.64009110
## Corbett Diversion Dam 0.60306582
## Deerfield Dam 0.45904348
## Dickinson Dam 0.12214789
## Dodson Diversion Dam 0.47698483
## East Portal Diversion Dam 1.15065518
## Enders Dam 0.20270436
## Fort Shaw Diversion Dam 0.28293129
## Foss Dam 0.13879059
## Fresno Dam 1.00869551
## Gibson Dam 1.48833717
## Glen Elder Dam 0.81800200
## Granby Dam 1.21671691
## Gray Reef Dam 1.66518148
## Greenfield Project Greenfield Main Canal Drop 0.42351155
## Heart Butte Dam 0.69616727
## Helena Valley Dam 0.14907867
## Helena Valley Pumping Plant 1.59618853
## Horsetooth Dam 0.35339144
## Huntley Diversion Dam 2.33268716
## James Diversion Dam 0.25064958
## Jamestown Dam 0.26955758
## Johnson Project Greenfield Main Canal Drop 0.24006732
## Kirwin Dam 0.11957450
## Lake Alice No. 2 Dam 0.03725321
## Lake Sherburne Dam 0.25194018
## Medicine Creek Dam 0.43586161
## Merritt Dam 0.64117632
## Nelson Dikes DA 0.07283065
## Norton Dam 0.09094074
## Olympus Dam 0.94251320
## Pactola Dam 1.10488838
## Pathfinder Dam 1.17604410
## Pishkun Dike - No. 4 0.25436195
## Pueblo Dam 2.40208478
## Red Willow Dam 0.18147782
## Saint Mary Diversion Dam 0.38979419
## Shadehill Dam 0.34830790
## Shadow Mountain Dam 0.50804418
## St. Mary Canal - Drop 1 0.59746018
## St. Mary Canal - Drop 2 0.53298320
## St. Mary Canal - Drop 3 0.50785492
## St. Mary Canal - Drop 4 0.88958929
## St. Mary Canal - Drop 5 0.80001617
## Sun River Diversion Dam 0.68461703
## Trenton Dam 0.24453941
## Twin Buttes Dam 2.91093794
## Twin Lakes Dam (USBR) 1.30073889
## Vandalia Diversion Dam 1.01945631
## Virginia Smith Dam 0.84418383
## Webster Dam 0.05569489
## Whalen Diversion Dam 0.08844446
## Willow Creek Dam 0.19664976
## Willwood Canal 0.67861704
## Willwood Diversion Dam 1.07976272
## Wind River Diversion Dam 0.53398683
## Woods Project Greenfield Main Canal Drop 0.61813952
## Wyoming Canal - Station 1016 0.44988546
## Wyoming Canal - Station 1490 0.67645466
## Wyoming Canal - Station 1520 0.36333154
## Wyoming Canal - Station 1626 0.14100571
## Wyoming Canal - Station 1972 0.28035069
## Wyoming Canal - Station 997 0.53563993
## Yellowtail Afterbay Dam 3.59892288
## Bartlett Dam 2.26464893
## Gila Gravity Main Canal Headworks 0.97689130
## Horseshoe Dam 1.93809075
## Imperial Dam 1.16961332
## Laguna Dam 0.49817888
## Anderson-Rose Dam 0.30852694
## Boca Dam 0.92403963
## Bradbury Dam 0.15378938
## Casitas Dam 0.92511221
## Gerber Dam 0.13628775
## John Franchi Dam 0.50502982
## Lake Tahoe Dam 0.35905401
## Malone Diversion Dam 0.07652603
## Marble Bluff Dam 0.81011506
## Prosser Creek Dam 1.11530881
## Putah Creek Dam 0.15273695
## Putah Diversion Dam 0.68974172
## Rainbow Dam 0.16984124
## Upper Slaven Dam 0.20626239
## Agate Dam 0.29524196
## Agency Valley 0.33639293
## Arthur R. Bowman Dam 1.90897480
## Bully Creek 0.12452875
## Bumping Lake 0.19187408
## Cle Elum Dam 1.09365678
## Cold Springs Dam 0.09305230
## Crane Prairie 0.24108278
## Deadwood Dam 0.17619288
## Easton Diversion Dam 1.81737023
## Emigrant Dam 1.06784893
## Fish Lake 0.18711871
## Golden Gate Canal 0.54992391
## Harper Dam 0.29758994
## Haystack 0.90308158
## Kachess Dam 0.85623935
## Keechelus Dam 0.95866306
## Little Wood River Dam 0.26885464
## Lytle Creek 0.21033613
## Mann Creek 0.55281939
## Mason Dam 0.74414785
## Maxwell Dam 0.31599928
## McKay Dam 0.93330080
## Ochoco Dam 0.16512793
## Reservoir A 0.12291212
## Ririe Dam 0.94262105
## Scoggins Dam 0.92860663
## Scootney Wasteway 1.45963593
## Sunnyside Dam 1.64919626
## Thief Valley Dam 0.67203984
## Unity Dam 0.13380665
## Warm Springs Dam 0.72866094
## Wickiup Dam 1.02884804
## Wild Horse - BIA 0.25941188
## Angostura Diversion 0.15513559
## Arthur V. Watkins Dam 0.11559714
## Avalon Dam 0.43989541
## Azeotea Creek and Willow Creek Conveyance Channel Station 1565+00 0.10257661
## Azeotea Creek and Willow Creek Conveyance Channel Station 1702+75 0.09505231
## Azeotea Creek and Willow Creek Conveyance Channel Station 1831+17 0.08564384
## Azotea Tunnel 0.09110304
## Big Sandy Dam 0.09027309
## Blanco Diversion Dam 0.02857954
## Blanco Tunnel 0.14276872
## Brantley Dam 0.34017961
## Caballo Dam 1.42003278
## Crawford Dam 0.68989682
## Currant Creek Dam 0.20926210
## Dolores Tunnel 0.20927972
## East Canyon Dam 0.39541289
## Fort Sumner Diversion Dam 0.16616468
## Fruitgrowers Dam 0.05427507
## Grand Valley Diversion Dam 1.69695371
## Gunnison Diversion Dam 1.38627364
## Gunnison Tunnel 1.64124045
## Hammond Diversion Dam 0.06942056
## Heron Dam 1.00863971
## Huntington North Dam 0.09057167
## Hyrum Dam 0.38292243
## Inlet Canal 0.34079449
## Joes Valley Dam 0.78593611
## Lost Creek Dam 0.18245036
## M&D Canal-Shavano Falls 1.94324333
## Meeks Cabin Dam 0.38968412
## Montrose and Delta Canal 0.20820964
## Moon Lake Dam 0.20681323
## Nambe Falls Dam 0.22908844
## Outlet Canal 0.51566326
## Paonia Dam 0.76602945
## Platoro Dam 0.35321295
## Red Fleet Dam 0.58002040
## Ridgway Dam 1.33187252
## Rifle Gap Dam 0.99621615
## San Acacia Diversion Dam 0.04232102
## Scofield Dam 0.47921065
## Selig Canal 0.05062024
## Silver Jack Dam 0.56576106
## Sixth Water Flow Control 2.71741460
## Soldier Creek Dam 1.46869293
## South Canal Tunnels 0.89808120
## South Canal Sta 19+ 10 Site #1 1.38341479
## South Canal Sta. 181+10 Site #4 1.51490785
## South Canal Sta. 472+00 Site #5 1.10770361
## South Canal Sta.106+65 Site #3 1.32263826
## Southside Canal Sta 171+ 90 thru 200+ 67 (2 canal drops) 1.06300032
## Southside Canal Sta 349+ 05 thru 375+ 42 (3 canal drops) 0.94263863
## Spanish Fork Flow Control Structure 1.56471451
## Starvation Dam 1.16732204
## Stateline Dam 0.07971517
## Steinaker Dam 0.74946731
## Stillwater Tunnel 0.20086833
## Sumner Dam 0.95612849
## Syar Tunnel 0.91539477
## Taylor Park Dam 1.07349326
## Upper Diamond Fork Flow Control Structure 2.16905896
## Upper Stillwater Dam 0.28964796
## Vega Dam 0.52000070
## Weber-Provo Canal 0.12148106
## Weber-Provo Diversion Canal 0.03427245
## Probability of Success Model 1
## Anchor Dam 2.220446e-16
## Angostura Dam 1.737783e-01
## Barretts Diversion Dam 2.035536e-05
## Belle Fourche Dam 2.787635e-04
## Bonny Dam 1.642626e-09
## Bretch Diversion Canal 6.593329e-10
## Bull Lake Dam 2.652577e-05
## Carter Lake Dam No. 1 6.248894e-04
## Choke Canyon Dam 3.891274e-02
## Clark Canyon Dam 9.944858e-01
## Corbett Diversion Dam 3.092305e-03
## Deerfield Dam 1.421088e-04
## Dickinson Dam 7.375230e-11
## Dodson Diversion Dam 1.674164e-04
## East Portal Diversion Dam 8.582901e-01
## Enders Dam 9.750271e-09
## Fort Shaw Diversion Dam 1.238822e-06
## Foss Dam 3.721852e-10
## Fresno Dam 3.952679e-01
## Gibson Dam 9.794326e-01
## Glen Elder Dam 5.389749e-02
## Granby Dam 8.915327e-01
## Gray Reef Dam 9.976493e-01
## Greenfield Project Greenfield Main Canal Drop 3.815055e-05
## Heart Butte Dam 1.011567e-02
## Helena Valley Dam 1.348545e-10
## Helena Valley Pumping Plant 9.895544e-01
## Horsetooth Dam 2.990870e-06
## Huntley Diversion Dam 9.999634e-01
## James Diversion Dam 2.086192e-07
## Jamestown Dam 2.218962e-07
## Johnson Project Greenfield Main Canal Drop 5.238826e-08
## Kirwin Dam 3.037338e-11
## Lake Alice No. 2 Dam 2.220446e-16
## Lake Sherburne Dam 5.523781e-08
## Medicine Creek Dam 5.200884e-05
## Merritt Dam 6.452754e-03
## Nelson Dikes DA 1.522243e-13
## Norton Dam 2.848736e-12
## Olympus Dam 3.191215e-01
## Pactola Dam 6.592103e-01
## Pathfinder Dam 8.944027e-01
## Pishkun Dike - No. 4 9.961265e-08
## Pueblo Dam 9.999241e-01
## Red Willow Dam 1.067491e-08
## Saint Mary Diversion Dam 2.199206e-05
## Shadehill Dam 6.925816e-06
## Shadow Mountain Dam 6.689204e-04
## St. Mary Canal - Drop 1 2.209471e-03
## St. Mary Canal - Drop 2 6.369377e-04
## St. Mary Canal - Drop 3 3.765684e-04
## St. Mary Canal - Drop 4 1.243422e-01
## St. Mary Canal - Drop 5 5.136659e-02
## Sun River Diversion Dam 1.133838e-02
## Trenton Dam 6.904463e-08
## Twin Buttes Dam 9.999924e-01
## Twin Lakes Dam (USBR) 9.513625e-01
## Vandalia Diversion Dam 5.582450e-01
## Virginia Smith Dam 1.521436e-01
## Webster Dam 2.220446e-16
## Whalen Diversion Dam 1.843147e-12
## Willow Creek Dam 8.096318e-09
## Willwood Canal 1.025531e-02
## Willwood Diversion Dam 7.266491e-01
## Wind River Diversion Dam 6.392467e-04
## Woods Project Greenfield Main Canal Drop 2.576149e-03
## Wyoming Canal - Station 1016 1.065307e-04
## Wyoming Canal - Station 1490 8.826239e-03
## Wyoming Canal - Station 1520 1.031159e-05
## Wyoming Canal - Station 1626 3.270776e-10
## Wyoming Canal - Station 1972 6.231207e-07
## Wyoming Canal - Station 997 7.100113e-04
## Yellowtail Afterbay Dam 9.999997e-01
## Bartlett Dam 9.998669e-01
## Gila Gravity Main Canal Headworks 5.687047e-01
## Horseshoe Dam 9.991944e-01
## Imperial Dam 8.480225e-01
## Laguna Dam 3.427935e-04
## Anderson-Rose Dam 1.566875e-06
## Boca Dam 1.773728e-01
## Bradbury Dam 6.820227e-10
## Casitas Dam 1.480176e-01
## Gerber Dam 1.679206e-10
## John Franchi Dam 3.516760e-04
## Lake Tahoe Dam 6.383936e-06
## Malone Diversion Dam 4.235563e-13
## Marble Bluff Dam 7.803429e-02
## Prosser Creek Dam 6.779356e-01
## Putah Creek Dam 1.426502e-09
## Putah Diversion Dam 1.648759e-02
## Rainbow Dam 3.962906e-09
## Upper Slaven Dam 2.650055e-08
## Agate Dam 5.659134e-07
## Agency Valley 3.158615e-06
## Arthur R. Bowman Dam 9.992321e-01
## Bully Creek 7.110839e-11
## Bumping Lake 1.075750e-08
## Cle Elum Dam 4.256781e-01
## Cold Springs Dam 1.496284e-12
## Crane Prairie 2.133355e-07
## Deadwood Dam 3.891165e-09
## Easton Diversion Dam 9.991111e-01
## Emigrant Dam 4.855293e-01
## Fish Lake 3.066838e-09
## Golden Gate Canal 9.726575e-04
## Harper Dam 1.104340e-06
## Haystack 1.931094e-01
## Kachess Dam 7.412012e-02
## Keechelus Dam 1.948110e-01
## Little Wood River Dam 2.777785e-07
## Lytle Creek 5.753769e-08
## Mann Creek 8.931970e-04
## Mason Dam 1.817075e-02
## Maxwell Dam 3.587303e-06
## McKay Dam 1.608927e-01
## Ochoco Dam 1.299231e-09
## Reservoir A 6.599547e-11
## Ririe Dam 2.102047e-01
## Scoggins Dam 1.923756e-01
## Scootney Wasteway 9.862173e-01
## Sunnyside Dam 9.982478e-01
## Thief Valley Dam 9.968263e-03
## Unity Dam 2.214046e-10
## Warm Springs Dam 1.050583e-02
## Wickiup Dam 4.863978e-01
## Wild Horse - BIA 1.474695e-07
## Angostura Diversion 5.880247e-10
## Arthur V. Watkins Dam 3.767302e-11
## Avalon Dam 8.678762e-05
## Azeotea Creek and Willow Creek Conveyance Channel Station 1565+00 8.979129e-12
## Azeotea Creek and Willow Creek Conveyance Channel Station 1702+75 3.878591e-12
## Azeotea Creek and Willow Creek Conveyance Channel Station 1831+17 1.296226e-12
## Azotea Tunnel 1.788060e-12
## Big Sandy Dam 2.133092e-12
## Blanco Diversion Dam 2.220446e-16
## Blanco Tunnel 2.550825e-10
## Brantley Dam 3.530420e-06
## Caballo Dam 9.759163e-01
## Crawford Dam 8.739784e-03
## Currant Creek Dam 4.831640e-08
## Dolores Tunnel 2.910128e-08
## East Canyon Dam 1.970282e-05
## Fort Sumner Diversion Dam 2.805300e-09
## Fruitgrowers Dam 2.220446e-16
## Grand Valley Diversion Dam 9.985391e-01
## Gunnison Diversion Dam 9.823346e-01
## Gunnison Tunnel 9.956626e-01
## Hammond Diversion Dam 2.086086e-13
## Heron Dam 3.186024e-01
## Huntington North Dam 1.496911e-12
## Hyrum Dam 1.649742e-05
## Inlet Canal 3.798401e-06
## Joes Valley Dam 3.903930e-02
## Lost Creek Dam 3.595511e-09
## M&D Canal-Shavano Falls 9.993165e-01
## Meeks Cabin Dam 1.288094e-05
## Montrose and Delta Canal 3.528356e-08
## Moon Lake Dam 1.071613e-08
## Nambe Falls Dam 5.584147e-08
## Outlet Canal 2.605611e-04
## Paonia Dam 2.629546e-02
## Platoro Dam 7.522580e-06
## Red Fleet Dam 1.453220e-03
## Ridgway Dam 9.387645e-01
## Rifle Gap Dam 4.185748e-01
## San Acacia Diversion Dam 2.220446e-16
## Scofield Dam 1.418029e-04
## Selig Canal 2.220446e-16
## Silver Jack Dam 1.051232e-03
## Sixth Water Flow Control 9.999797e-01
## Soldier Creek Dam 9.870845e-01
## South Canal Tunnels 2.266423e-01
## South Canal Sta 19+ 10 Site #1 9.719915e-01
## South Canal Sta. 181+10 Site #4 9.896032e-01
## South Canal Sta. 472+00 Site #5 7.473823e-01
## South Canal Sta.106+65 Site #3 9.547086e-01
## Southside Canal Sta 171+ 90 thru 200+ 67 (2 canal drops) 4.436971e-01
## Southside Canal Sta 349+ 05 thru 375+ 42 (3 canal drops) 1.748393e-01
## Spanish Fork Flow Control Structure 9.800271e-01
## Starvation Dam 7.876220e-01
## Stateline Dam 4.293769e-13
## Steinaker Dam 1.658898e-02
## Stillwater Tunnel 1.105501e-08
## Sumner Dam 3.364213e-01
## Syar Tunnel 2.105844e-01
## Taylor Park Dam 6.382542e-01
## Upper Diamond Fork Flow Control Structure 9.997292e-01
## Upper Stillwater Dam 5.396722e-07
## Vega Dam 2.913475e-04
## Weber-Provo Canal 7.600893e-11
## Weber-Provo Diversion Canal 2.220446e-16
## Probabilty of success Model 2
## Anchor Dam 2.220446e-16
## Angostura Dam 2.265390e-01
## Barretts Diversion Dam 3.537094e-05
## Belle Fourche Dam 3.480153e-04
## Bonny Dam 6.842836e-09
## Bretch Diversion Canal 1.630026e-09
## Bull Lake Dam 2.556205e-05
## Carter Lake Dam No. 1 9.934332e-04
## Choke Canyon Dam 8.430132e-02
## Clark Canyon Dam 9.920157e-01
## Corbett Diversion Dam 1.774588e-03
## Deerfield Dam 4.052239e-04
## Dickinson Dam 3.320898e-10
## Dodson Diversion Dam 2.884416e-04
## East Portal Diversion Dam 8.296176e-01
## Enders Dam 2.009000e-08
## Fort Shaw Diversion Dam 1.424511e-06
## Foss Dam 1.175812e-09
## Fresno Dam 3.018081e-01
## Gibson Dam 9.586411e-01
## Glen Elder Dam 6.031310e-02
## Granby Dam 9.473481e-01
## Gray Reef Dam 9.935385e-01
## Greenfield Project Greenfield Main Canal Drop 6.179932e-05
## Heart Butte Dam 1.760229e-02
## Helena Valley Dam 1.624212e-10
## Helena Valley Pumping Plant 9.885620e-01
## Horsetooth Dam 6.240802e-06
## Huntley Diversion Dam 9.997268e-01
## James Diversion Dam 1.678553e-07
## Jamestown Dam 4.701725e-07
## Johnson Project Greenfield Main Canal Drop 1.032279e-07
## Kirwin Dam 7.729574e-11
## Lake Alice No. 2 Dam 2.220446e-16
## Lake Sherburne Dam 5.204641e-08
## Medicine Creek Dam 1.015237e-04
## Merritt Dam 8.002551e-03
## Nelson Dikes DA 3.813458e-13
## Norton Dam 1.461246e-11
## Olympus Dam 4.178007e-01
## Pactola Dam 7.803218e-01
## Pathfinder Dam 9.376637e-01
## Pishkun Dike - No. 4 8.319656e-08
## Pueblo Dam 9.998213e-01
## Red Willow Dam 4.811931e-08
## Saint Mary Diversion Dam 1.728311e-05
## Shadehill Dam 1.377445e-05
## Shadow Mountain Dam 1.542864e-03
## St. Mary Canal - Drop 1 1.624876e-03
## St. Mary Canal - Drop 2 4.758078e-04
## St. Mary Canal - Drop 3 2.832038e-04
## St. Mary Canal - Drop 4 8.778623e-02
## St. Mary Canal - Drop 5 3.678316e-02
## Sun River Diversion Dam 7.064659e-03
## Trenton Dam 1.442942e-07
## Twin Buttes Dam 9.999556e-01
## Twin Lakes Dam (USBR) 9.457668e-01
## Vandalia Diversion Dam 6.226036e-01
## Virginia Smith Dam 1.533209e-01
## Webster Dam 2.220446e-16
## Whalen Diversion Dam 5.789240e-12
## Willow Creek Dam 1.906829e-08
## Willwood Canal 1.030941e-02
## Willwood Diversion Dam 6.902021e-01
## Wind River Diversion Dam 6.134123e-04
## Woods Project Greenfield Main Canal Drop 2.860642e-03
## Wyoming Canal - Station 1016 1.174549e-04
## Wyoming Canal - Station 1490 1.017708e-02
## Wyoming Canal - Station 1520 1.299260e-05
## Wyoming Canal - Station 1626 4.572168e-10
## Wyoming Canal - Station 1972 8.590102e-07
## Wyoming Canal - Station 997 7.638316e-04
## Yellowtail Afterbay Dam 9.999985e-01
## Bartlett Dam 9.998165e-01
## Gila Gravity Main Canal Headworks 3.546418e-01
## Horseshoe Dam 9.977353e-01
## Imperial Dam 6.696317e-01
## Laguna Dam 4.310792e-04
## Anderson-Rose Dam 3.709720e-06
## Boca Dam 2.005875e-01
## Bradbury Dam 2.435776e-09
## Casitas Dam 1.744111e-01
## Gerber Dam 2.983645e-10
## John Franchi Dam 2.752783e-04
## Lake Tahoe Dam 4.048148e-06
## Malone Diversion Dam 8.770786e-13
## Marble Bluff Dam 6.188420e-02
## Prosser Creek Dam 7.590504e-01
## Putah Creek Dam 3.881760e-09
## Putah Diversion Dam 1.239500e-02
## Rainbow Dam 7.742907e-09
## Upper Slaven Dam 3.053814e-08
## Agate Dam 1.471810e-06
## Agency Valley 3.636180e-06
## Arthur R. Bowman Dam 9.991939e-01
## Bully Creek 1.704487e-10
## Bumping Lake 1.310076e-08
## Cle Elum Dam 2.364893e-01
## Cold Springs Dam 4.044757e-12
## Crane Prairie 2.733398e-07
## Deadwood Dam 7.068863e-09
## Easton Diversion Dam 9.989629e-01
## Emigrant Dam 6.227334e-01
## Fish Lake 7.213663e-09
## Golden Gate Canal 1.225989e-03
## Harper Dam 2.155284e-06
## Haystack 2.086282e-01
## Kachess Dam 6.248626e-02
## Keechelus Dam 1.482041e-01
## Little Wood River Dam 3.604309e-07
## Lytle Creek 7.734620e-08
## Mann Creek 1.710550e-03
## Mason Dam 2.233359e-02
## Maxwell Dam 3.306833e-06
## McKay Dam 1.876599e-01
## Ochoco Dam 3.911780e-09
## Reservoir A 2.348088e-10
## Ririe Dam 2.776366e-01
## Scoggins Dam 2.369957e-01
## Scootney Wasteway 9.395367e-01
## Sunnyside Dam 9.906107e-01
## Thief Valley Dam 1.373505e-02
## Unity Dam 4.266556e-10
## Warm Springs Dam 8.848838e-03
## Wickiup Dam 2.873719e-01
## Wild Horse - BIA 3.085118e-07
## Angostura Diversion 8.136143e-10
## Arthur V. Watkins Dam 1.211078e-10
## Avalon Dam 1.070101e-04
## Azeotea Creek and Willow Creek Conveyance Channel Station 1565+00 2.036471e-11
## Azeotea Creek and Willow Creek Conveyance Channel Station 1702+75 8.848340e-12
## Azeotea Creek and Willow Creek Conveyance Channel Station 1831+17 2.999284e-12
## Azotea Tunnel 3.941643e-12
## Big Sandy Dam 4.360628e-12
## Blanco Diversion Dam 2.220446e-16
## Blanco Tunnel 6.585964e-10
## Brantley Dam 4.260142e-06
## Caballo Dam 9.422614e-01
## Crawford Dam 1.942910e-02
## Currant Creek Dam 1.652846e-07
## Dolores Tunnel 9.356041e-08
## East Canyon Dam 3.595384e-05
## Fort Sumner Diversion Dam 5.742517e-09
## Fruitgrowers Dam 2.220446e-16
## Grand Valley Diversion Dam 9.946629e-01
## Gunnison Diversion Dam 9.572327e-01
## Gunnison Tunnel 9.913282e-01
## Hammond Diversion Dam 5.044976e-13
## Heron Dam 3.613149e-01
## Huntington North Dam 5.966398e-12
## Hyrum Dam 2.906477e-05
## Inlet Canal 1.023193e-05
## Joes Valley Dam 5.141792e-02
## Lost Creek Dam 9.091695e-09
## M&D Canal-Shavano Falls 9.993053e-01
## Meeks Cabin Dam 1.673457e-05
## Montrose and Delta Canal 3.221687e-08
## Moon Lake Dam 1.618212e-08
## Nambe Falls Dam 1.705804e-07
## Outlet Canal 5.796497e-04
## Paonia Dam 3.382117e-02
## Platoro Dam 1.360371e-05
## Red Fleet Dam 2.845103e-03
## Ridgway Dam 9.366039e-01
## Rifle Gap Dam 5.883990e-01
## San Acacia Diversion Dam 2.220446e-16
## Scofield Dam 2.169820e-04
## Selig Canal 2.220446e-16
## Silver Jack Dam 1.661681e-03
## Sixth Water Flow Control 9.999748e-01
## Soldier Creek Dam 9.943812e-01
## South Canal Tunnels 1.457858e-01
## South Canal Sta 19+ 10 Site #1 9.504443e-01
## South Canal Sta. 181+10 Site #4 9.811046e-01
## South Canal Sta. 472+00 Site #5 6.279658e-01
## South Canal Sta.106+65 Site #3 9.214146e-01
## Southside Canal Sta 171+ 90 thru 200+ 67 (2 canal drops) 5.468447e-01
## Southside Canal Sta 349+ 05 thru 375+ 42 (3 canal drops) 2.459211e-01
## Spanish Fork Flow Control Structure 9.832414e-01
## Starvation Dam 7.749178e-01
## Stateline Dam 1.089159e-12
## Steinaker Dam 2.741820e-02
## Stillwater Tunnel 2.052694e-08
## Sumner Dam 4.404124e-01
## Syar Tunnel 2.373585e-01
## Taylor Park Dam 6.461626e-01
## Upper Diamond Fork Flow Control Structure 9.996723e-01
## Upper Stillwater Dam 1.148257e-06
## Vega Dam 4.770988e-04
## Weber-Provo Canal 2.187991e-10
## Weber-Provo Diversion Canal 2.220446e-16fin.