Consider the Locations of each as urban(1), suburban (2) and rural (3). Conduct a hypothesis test to determine whether the proportion of schools is the same for each location type. State your null and alternative hypotheses Calculate the observed and expected values for each location. Calculate the Chi-square Test statistic and the p-value Copy and paste the table from Excel Make a clear concluding statement without using the words reject or hypothesis. School Type of Term Location Type of School Average Total SAT TOEFL Score Room and Board Annual Total Cost Average Indebtedness ArizonaStateUniversity 1 2 0 1080 0 4.3 12.7 12.9 BallStateUniversity 1 1 0 985 1 4 12.5 8.21 Cal.StateUniv.-Fresno 1 1 0 955 0 5.4 13.1 8.761 ClemsonUniversity 1 3 0 1130 1 3.9 12.4 9.983 CollegeofWilliam&Mary 1 2 0 1295 1 4.5 19.4 13.424 FloridaInternationalUniv. 1 1 0 1135 0 2.7 10 4.139 FloridaStateUniversity 1 1 0 1180 1 4.5 11.5 16.5 GeorgeMasonUniversity 1 2 0 1055 1 5 17 13 GeorgiaStateUniversity 0 1 0 1115 0 7.4 15.4 8.08 MontclairStateUniversity 1 2 0 1025 0 5.3 10.2 4.5 NorthCarolinaStateUniv. 1 1 0 1145 1 4 14.3 14.991 OregonStateUniversity 0 1 0 1072 1 4.4 15.5 10.5 PurdueUniversity 1 1 0 1095 1 4.5 15.2 11.839 SanDiegoStateUniversity 1 1 0 945 1 6.2 13.6 6.75 SlipperyRockUniv.ofPenn. 1 3 0 955 0 3.6 12.9 17 SUNY-Binghamton 1 2 0 1039 1 4.6 13.4 6.245 TexasA&MUniversity 1 1 0 1150 1 3.9 12.7 14.1 Univ.ofGeorgia 0 1 0 1180 1 4 11.9 10.8 Univ.ofHawaii-Manoa 1 1 0 1075 0 4.7 12.6 3.617 Univ.ofHouston 1 1 0 1065 1 4.1 12.1 9.404 Univ.ofMaryland 1 2 0 1170 1 5.5 15.7 16.637 Univ.ofMass.-Amherst 1 2 0 1100 1 4.2 16.4 10.2 Univ.ofNevada-LasVegas 1 1 0 980 0 5.5 12.3 10 Univ.ofNewHampshire 1 3 0 1110 1 4.4 18.6 9.66 Univ.ofNorthCarolina-C.H. 1 1 0 1225 1 4.5 15.2 9.406 Univ.ofTexas-Austin 1 1 0 1215 1 3.9 12.9 10.2 Univ.ofVermont 1 1 0 1115 1 5.1 22.4 21.5 VirginiaCommonwealthUniv. 1 1 0 1005 1 4.3 16.3 14.73 VirginiaTech 1 3 0 1265 1 3.5 14.9 10.327 WestVirginiaUniversity 1 1 0 1025 1 4.6 11.7 10.7 BabsonCollege 1 2 1 1165 1 7.6 26.4 18 BostonCollege 1 2 1 1285 1 7.5 26.8 15.855 BostonUniversity 1 1 1 1235 1 7 27.9 14.463 BowdoinCollege 1 2 1 1345 1 6 27.8 13.64 BryantCollege 0 2 1 1080 1 6.7 20.6 18 BucknellUniversity 1 3 1 1255 1 5 25.4 12.5 CanisiusCollege 1 1 1 1143 0 5.9 18.8 14.824 CarnegieMellonUniversity 1 1 1 1335 1 6.1 25.6 15.683 CaseWesternReserveUniv. 1 1 1 1330 1 5 22.2 26.031 ClarkUniversity 1 1 1 1121 1 4.4 24.4 17.5 ColbyCollege 0 1 1 1275 1 5.7 27.9 11.63 ColgateUniversity 1 3 1 1300 1 5.9 27.6 9.236 CollegeofHolyCross 1 1 1 1275 1 6.7 26.8 12.634 EmoryUniversity 1 1 1 1310 1 6.5 26.6 15.309 FordhamUniversity 1 1 1 1150 1 7.4 23.4 8.593 Franklin&MarshallCollege 1 1 1 1260 1 4.5 26.4 11.5 GeorgeWashingtonUniversity 1 1 1 1235 1 6.9 26.7 14.368 GeorgetownUniversity 1 1 1 1330 1 7.5 27.5 14.013 GettysburgCollege 1 3 1 1200 1 4.8 26.4 11.75 HarvardUniversity 1 1 1 1465 1 7 28.9 11.65 IonaCollege 1 2 1 955 1 7.3 19.8 18 LafayetteCollege 1 1 1 1185 1 6.3 26.7 11.499 LaSalleUniversity 1 1 1 1105 0 6.7 20.8 11.7 LehighUniversity 1 1 1 1225 1 6 26.8 13.84 ManhattanCollege 1 1 1 952 1 7.1 22 9.268 NewYorkUniversity 1 1 1 1260 1 7.8 28.6 17.318 NiagaraUniversity 1 2 1 1065 0 5.4 17.6 11.577 NortheasternUniversity 0 1 1 1055 1 8.2 23.4 25.603 NorthwesternUniversity 0 2 1 1350 1 6.1 24.2 11.98 ProvidenceCollege 1 1 1 1185 1 6.7 22.9 17.5 RiceUniversity 1 1 1 1395 1 6 18 2.323 RochesterInst.Technology 0 2 1 1185 0 6.1 21.8 17.5 SeattleUniversity 0 1 1 1100 1 5.3 19.5 12 SetonHallUniversity 1 2 1 1030 1 7.1 20.8 14.9 SienaCollege 1 2 1 1095 0 5.4 17.6 18.248 SouthernMethodistUniversity 1 2 1 1150 1 5.3 21.3 12.113 St.BonaventureUniversity 1 3 1 1098 1 5.1 17.5 14 StanfordUniversity 0 2 1 1430 1 7.3 27.8 12.774 SyracuseUniversity 1 1 1 1180 1 7.2 24.3 14.5 TulaneUniversity 1 1 1 1270 1 6.3 27.5 13.845 Univ.ofChicago 0 1 1 1370 1 7.3 28.8 14.073 Univ.ofMiami 1 2 1 1145 1 7.1 25.7 16.068 Univ.ofNotreDame 1 2 1 1320 1 4.8 23.8 16.572 Univ.ofPennsylvania 1 1 1 1355 1 7.5 28.6 17.621 Univ.ofPortland 1 1 1 1135 0 4.5 18.9 13.896 Univ.ofScranton 0 1 1 1115 0 6.6 21.6 13.5 VanderbiltUniversity 1 1 1 1295 1 7.1 27.3 14.5 VillanovaUniversity 1 2 1 1242 1 7 24.8 17.125 WakeForestUniversity 1 2 1 1280 1 5.2 23.7 18.703 YaleUniversity 1 1 1 1450 1 6.7 28.9 13.574
Consider the Locations of each as urban(1), suburban (2) and rural (3). Conduct a hypothesis test to determine whether the proportion of schools is the same for each location type. State your null and alternative hypotheses Calculate the observed and expected values for each location. Calculate the Chi-square Test statistic and the p-value Copy and paste the table from Excel Make a clear concluding statement without using the words reject or hypothesis. School Type of Term Location Type of School Average Total SAT TOEFL Score Room and Board Annual Total Cost Average Indebtedness ArizonaStateUniversity 1 2 0 1080 0 4.3 12.7 12.9 BallStateUniversity 1 1 0 985 1 4 12.5 8.21 Cal.StateUniv.-Fresno 1 1 0 955 0 5.4 13.1 8.761 ClemsonUniversity 1 3 0 1130 1 3.9 12.4 9.983 CollegeofWilliam&Mary 1 2 0 1295 1 4.5 19.4 13.424 FloridaInternationalUniv. 1 1 0 1135 0 2.7 10 4.139 FloridaStateUniversity 1 1 0 1180 1 4.5 11.5 16.5 GeorgeMasonUniversity 1 2 0 1055 1 5 17 13 GeorgiaStateUniversity 0 1 0 1115 0 7.4 15.4 8.08 MontclairStateUniversity 1 2 0 1025 0 5.3 10.2 4.5 NorthCarolinaStateUniv. 1 1 0 1145 1 4 14.3 14.991 OregonStateUniversity 0 1 0 1072 1 4.4 15.5 10.5 PurdueUniversity 1 1 0 1095 1 4.5 15.2 11.839 SanDiegoStateUniversity 1 1 0 945 1 6.2 13.6 6.75 SlipperyRockUniv.ofPenn. 1 3 0 955 0 3.6 12.9 17 SUNY-Binghamton 1 2 0 1039 1 4.6 13.4 6.245 TexasA&MUniversity 1 1 0 1150 1 3.9 12.7 14.1 Univ.ofGeorgia 0 1 0 1180 1 4 11.9 10.8 Univ.ofHawaii-Manoa 1 1 0 1075 0 4.7 12.6 3.617 Univ.ofHouston 1 1 0 1065 1 4.1 12.1 9.404 Univ.ofMaryland 1 2 0 1170 1 5.5 15.7 16.637 Univ.ofMass.-Amherst 1 2 0 1100 1 4.2 16.4 10.2 Univ.ofNevada-LasVegas 1 1 0 980 0 5.5 12.3 10 Univ.ofNewHampshire 1 3 0 1110 1 4.4 18.6 9.66 Univ.ofNorthCarolina-C.H. 1 1 0 1225 1 4.5 15.2 9.406 Univ.ofTexas-Austin 1 1 0 1215 1 3.9 12.9 10.2 Univ.ofVermont 1 1 0 1115 1 5.1 22.4 21.5 VirginiaCommonwealthUniv. 1 1 0 1005 1 4.3 16.3 14.73 VirginiaTech 1 3 0 1265 1 3.5 14.9 10.327 WestVirginiaUniversity 1 1 0 1025 1 4.6 11.7 10.7 BabsonCollege 1 2 1 1165 1 7.6 26.4 18 BostonCollege 1 2 1 1285 1 7.5 26.8 15.855 BostonUniversity 1 1 1 1235 1 7 27.9 14.463 BowdoinCollege 1 2 1 1345 1 6 27.8 13.64 BryantCollege 0 2 1 1080 1 6.7 20.6 18 BucknellUniversity 1 3 1 1255 1 5 25.4 12.5 CanisiusCollege 1 1 1 1143 0 5.9 18.8 14.824 CarnegieMellonUniversity 1 1 1 1335 1 6.1 25.6 15.683 CaseWesternReserveUniv. 1 1 1 1330 1 5 22.2 26.031 ClarkUniversity 1 1 1 1121 1 4.4 24.4 17.5 ColbyCollege 0 1 1 1275 1 5.7 27.9 11.63 ColgateUniversity 1 3 1 1300 1 5.9 27.6 9.236 CollegeofHolyCross 1 1 1 1275 1 6.7 26.8 12.634 EmoryUniversity 1 1 1 1310 1 6.5 26.6 15.309 FordhamUniversity 1 1 1 1150 1 7.4 23.4 8.593 Franklin&MarshallCollege 1 1 1 1260 1 4.5 26.4 11.5 GeorgeWashingtonUniversity 1 1 1 1235 1 6.9 26.7 14.368 GeorgetownUniversity 1 1 1 1330 1 7.5 27.5 14.013 GettysburgCollege 1 3 1 1200 1 4.8 26.4 11.75 HarvardUniversity 1 1 1 1465 1 7 28.9 11.65 IonaCollege 1 2 1 955 1 7.3 19.8 18 LafayetteCollege 1 1 1 1185 1 6.3 26.7 11.499 LaSalleUniversity 1 1 1 1105 0 6.7 20.8 11.7 LehighUniversity 1 1 1 1225 1 6 26.8 13.84 ManhattanCollege 1 1 1 952 1 7.1 22 9.268 NewYorkUniversity 1 1 1 1260 1 7.8 28.6 17.318 NiagaraUniversity 1 2 1 1065 0 5.4 17.6 11.577 NortheasternUniversity 0 1 1 1055 1 8.2 23.4 25.603 NorthwesternUniversity 0 2 1 1350 1 6.1 24.2 11.98 ProvidenceCollege 1 1 1 1185 1 6.7 22.9 17.5 RiceUniversity 1 1 1 1395 1 6 18 2.323 RochesterInst.Technology 0 2 1 1185 0 6.1 21.8 17.5 SeattleUniversity 0 1 1 1100 1 5.3 19.5 12 SetonHallUniversity 1 2 1 1030 1 7.1 20.8 14.9 SienaCollege 1 2 1 1095 0 5.4 17.6 18.248 SouthernMethodistUniversity 1 2 1 1150 1 5.3 21.3 12.113 St.BonaventureUniversity 1 3 1 1098 1 5.1 17.5 14 StanfordUniversity 0 2 1 1430 1 7.3 27.8 12.774 SyracuseUniversity 1 1 1 1180 1 7.2 24.3 14.5 TulaneUniversity 1 1 1 1270 1 6.3 27.5 13.845 Univ.ofChicago 0 1 1 1370 1 7.3 28.8 14.073 Univ.ofMiami 1 2 1 1145 1 7.1 25.7 16.068 Univ.ofNotreDame 1 2 1 1320 1 4.8 23.8 16.572 Univ.ofPennsylvania 1 1 1 1355 1 7.5 28.6 17.621 Univ.ofPortland 1 1 1 1135 0 4.5 18.9 13.896 Univ.ofScranton 0 1 1 1115 0 6.6 21.6 13.5 VanderbiltUniversity 1 1 1 1295 1 7.1 27.3 14.5 VillanovaUniversity 1 2 1 1242 1 7 24.8 17.125 WakeForestUniversity 1 2 1 1280 1 5.2 23.7 18.703 YaleUniversity 1 1 1 1450 1 6.7 28.9 13.574
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
Related questions
Question
Consider the Locations of each as urban(1), suburban (2) and rural (3). Conduct a hypothesis test to determine whether the proportion of schools is the same for each location type.
- State your null and alternative hypotheses
- Calculate the observed and
expected values for each location. - Calculate the Chi-square Test statistic and the p-value
- Copy and paste the table from Excel
- Make a clear concluding statement without using the words reject or hypothesis.
| School | Type of Term | Location | Type of School | Average Total SAT | TOEFL Score | Room and Board | Annual Total Cost | Average Indebtedness |
| ArizonaStateUniversity | 1 | 2 | 0 | 1080 | 0 | 4.3 | 12.7 | 12.9 |
| BallStateUniversity | 1 | 1 | 0 | 985 | 1 | 4 | 12.5 | 8.21 |
| Cal.StateUniv.-Fresno | 1 | 1 | 0 | 955 | 0 | 5.4 | 13.1 | 8.761 |
| ClemsonUniversity | 1 | 3 | 0 | 1130 | 1 | 3.9 | 12.4 | 9.983 |
| CollegeofWilliam&Mary | 1 | 2 | 0 | 1295 | 1 | 4.5 | 19.4 | 13.424 |
| FloridaInternationalUniv. | 1 | 1 | 0 | 1135 | 0 | 2.7 | 10 | 4.139 |
| FloridaStateUniversity | 1 | 1 | 0 | 1180 | 1 | 4.5 | 11.5 | 16.5 |
| GeorgeMasonUniversity | 1 | 2 | 0 | 1055 | 1 | 5 | 17 | 13 |
| GeorgiaStateUniversity | 0 | 1 | 0 | 1115 | 0 | 7.4 | 15.4 | 8.08 |
| MontclairStateUniversity | 1 | 2 | 0 | 1025 | 0 | 5.3 | 10.2 | 4.5 |
| NorthCarolinaStateUniv. | 1 | 1 | 0 | 1145 | 1 | 4 | 14.3 | 14.991 |
| OregonStateUniversity | 0 | 1 | 0 | 1072 | 1 | 4.4 | 15.5 | 10.5 |
| PurdueUniversity | 1 | 1 | 0 | 1095 | 1 | 4.5 | 15.2 | 11.839 |
| SanDiegoStateUniversity | 1 | 1 | 0 | 945 | 1 | 6.2 | 13.6 | 6.75 |
| SlipperyRockUniv.ofPenn. | 1 | 3 | 0 | 955 | 0 | 3.6 | 12.9 | 17 |
| SUNY-Binghamton | 1 | 2 | 0 | 1039 | 1 | 4.6 | 13.4 | 6.245 |
| TexasA&MUniversity | 1 | 1 | 0 | 1150 | 1 | 3.9 | 12.7 | 14.1 |
| Univ.ofGeorgia | 0 | 1 | 0 | 1180 | 1 | 4 | 11.9 | 10.8 |
| Univ.ofHawaii-Manoa | 1 | 1 | 0 | 1075 | 0 | 4.7 | 12.6 | 3.617 |
| Univ.ofHouston | 1 | 1 | 0 | 1065 | 1 | 4.1 | 12.1 | 9.404 |
| Univ.ofMaryland | 1 | 2 | 0 | 1170 | 1 | 5.5 | 15.7 | 16.637 |
| Univ.ofMass.-Amherst | 1 | 2 | 0 | 1100 | 1 | 4.2 | 16.4 | 10.2 |
| Univ.ofNevada-LasVegas | 1 | 1 | 0 | 980 | 0 | 5.5 | 12.3 | 10 |
| Univ.ofNewHampshire | 1 | 3 | 0 | 1110 | 1 | 4.4 | 18.6 | 9.66 |
| Univ.ofNorthCarolina-C.H. | 1 | 1 | 0 | 1225 | 1 | 4.5 | 15.2 | 9.406 |
| Univ.ofTexas-Austin | 1 | 1 | 0 | 1215 | 1 | 3.9 | 12.9 | 10.2 |
| Univ.ofVermont | 1 | 1 | 0 | 1115 | 1 | 5.1 | 22.4 | 21.5 |
| VirginiaCommonwealthUniv. | 1 | 1 | 0 | 1005 | 1 | 4.3 | 16.3 | 14.73 |
| VirginiaTech | 1 | 3 | 0 | 1265 | 1 | 3.5 | 14.9 | 10.327 |
| WestVirginiaUniversity | 1 | 1 | 0 | 1025 | 1 | 4.6 | 11.7 | 10.7 |
| BabsonCollege | 1 | 2 | 1 | 1165 | 1 | 7.6 | 26.4 | 18 |
| BostonCollege | 1 | 2 | 1 | 1285 | 1 | 7.5 | 26.8 | 15.855 |
| BostonUniversity | 1 | 1 | 1 | 1235 | 1 | 7 | 27.9 | 14.463 |
| BowdoinCollege | 1 | 2 | 1 | 1345 | 1 | 6 | 27.8 | 13.64 |
| BryantCollege | 0 | 2 | 1 | 1080 | 1 | 6.7 | 20.6 | 18 |
| BucknellUniversity | 1 | 3 | 1 | 1255 | 1 | 5 | 25.4 | 12.5 |
| CanisiusCollege | 1 | 1 | 1 | 1143 | 0 | 5.9 | 18.8 | 14.824 |
| CarnegieMellonUniversity | 1 | 1 | 1 | 1335 | 1 | 6.1 | 25.6 | 15.683 |
| CaseWesternReserveUniv. | 1 | 1 | 1 | 1330 | 1 | 5 | 22.2 | 26.031 |
| ClarkUniversity | 1 | 1 | 1 | 1121 | 1 | 4.4 | 24.4 | 17.5 |
| ColbyCollege | 0 | 1 | 1 | 1275 | 1 | 5.7 | 27.9 | 11.63 |
| ColgateUniversity | 1 | 3 | 1 | 1300 | 1 | 5.9 | 27.6 | 9.236 |
| CollegeofHolyCross | 1 | 1 | 1 | 1275 | 1 | 6.7 | 26.8 | 12.634 |
| EmoryUniversity | 1 | 1 | 1 | 1310 | 1 | 6.5 | 26.6 | 15.309 |
| FordhamUniversity | 1 | 1 | 1 | 1150 | 1 | 7.4 | 23.4 | 8.593 |
| Franklin&MarshallCollege | 1 | 1 | 1 | 1260 | 1 | 4.5 | 26.4 | 11.5 |
| GeorgeWashingtonUniversity | 1 | 1 | 1 | 1235 | 1 | 6.9 | 26.7 | 14.368 |
| GeorgetownUniversity | 1 | 1 | 1 | 1330 | 1 | 7.5 | 27.5 | 14.013 |
| GettysburgCollege | 1 | 3 | 1 | 1200 | 1 | 4.8 | 26.4 | 11.75 |
| HarvardUniversity | 1 | 1 | 1 | 1465 | 1 | 7 | 28.9 | 11.65 |
| IonaCollege | 1 | 2 | 1 | 955 | 1 | 7.3 | 19.8 | 18 |
| LafayetteCollege | 1 | 1 | 1 | 1185 | 1 | 6.3 | 26.7 | 11.499 |
| LaSalleUniversity | 1 | 1 | 1 | 1105 | 0 | 6.7 | 20.8 | 11.7 |
| LehighUniversity | 1 | 1 | 1 | 1225 | 1 | 6 | 26.8 | 13.84 |
| ManhattanCollege | 1 | 1 | 1 | 952 | 1 | 7.1 | 22 | 9.268 |
| NewYorkUniversity | 1 | 1 | 1 | 1260 | 1 | 7.8 | 28.6 | 17.318 |
| NiagaraUniversity | 1 | 2 | 1 | 1065 | 0 | 5.4 | 17.6 | 11.577 |
| NortheasternUniversity | 0 | 1 | 1 | 1055 | 1 | 8.2 | 23.4 | 25.603 |
| NorthwesternUniversity | 0 | 2 | 1 | 1350 | 1 | 6.1 | 24.2 | 11.98 |
| ProvidenceCollege | 1 | 1 | 1 | 1185 | 1 | 6.7 | 22.9 | 17.5 |
| RiceUniversity | 1 | 1 | 1 | 1395 | 1 | 6 | 18 | 2.323 |
| RochesterInst.Technology | 0 | 2 | 1 | 1185 | 0 | 6.1 | 21.8 | 17.5 |
| SeattleUniversity | 0 | 1 | 1 | 1100 | 1 | 5.3 | 19.5 | 12 |
| SetonHallUniversity | 1 | 2 | 1 | 1030 | 1 | 7.1 | 20.8 | 14.9 |
| SienaCollege | 1 | 2 | 1 | 1095 | 0 | 5.4 | 17.6 | 18.248 |
| SouthernMethodistUniversity | 1 | 2 | 1 | 1150 | 1 | 5.3 | 21.3 | 12.113 |
| St.BonaventureUniversity | 1 | 3 | 1 | 1098 | 1 | 5.1 | 17.5 | 14 |
| StanfordUniversity | 0 | 2 | 1 | 1430 | 1 | 7.3 | 27.8 | 12.774 |
| SyracuseUniversity | 1 | 1 | 1 | 1180 | 1 | 7.2 | 24.3 | 14.5 |
| TulaneUniversity | 1 | 1 | 1 | 1270 | 1 | 6.3 | 27.5 | 13.845 |
| Univ.ofChicago | 0 | 1 | 1 | 1370 | 1 | 7.3 | 28.8 | 14.073 |
| Univ.ofMiami | 1 | 2 | 1 | 1145 | 1 | 7.1 | 25.7 | 16.068 |
| Univ.ofNotreDame | 1 | 2 | 1 | 1320 | 1 | 4.8 | 23.8 | 16.572 |
| Univ.ofPennsylvania | 1 | 1 | 1 | 1355 | 1 | 7.5 | 28.6 | 17.621 |
| Univ.ofPortland | 1 | 1 | 1 | 1135 | 0 | 4.5 | 18.9 | 13.896 |
| Univ.ofScranton | 0 | 1 | 1 | 1115 | 0 | 6.6 | 21.6 | 13.5 |
| VanderbiltUniversity | 1 | 1 | 1 | 1295 | 1 | 7.1 | 27.3 | 14.5 |
| VillanovaUniversity | 1 | 2 | 1 | 1242 | 1 | 7 | 24.8 | 17.125 |
| WakeForestUniversity | 1 | 2 | 1 | 1280 | 1 | 5.2 | 23.7 | 18.703 |
| YaleUniversity | 1 | 1 | 1 | 1450 | 1 | 6.7 | 28.9 | 13.574 |
Transcribed Image Text:Type of Term
semesters - 1, quarters - 0
urban (1), suburban (2), rural (3)
private - 1, public - 0
average combined math and verbal only
1- TOEFL >= 550, 0 - otherwise
Location
Type of School
Average Total SAT
TOEFL Score
Room and Board
Recorded in thousands of dollars
Annual Total Cost
Recorded in thousands of dollars
Average Indebtedness
Recorded in thousands of dollars
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