Load UGC Data

##  elite   n   percent
##  FALSE 943 0.8813084
##   TRUE 127 0.1186916

11.87% of all universities/colleges are elite.



Sample Generation

Given our target N = 250, 30 will be elite, 220 will be non-elite, exactly in line with population proportions seen above.



Balance Checks

Comparing population (1070) with sample (250). Both columns report means with SDs in parentheses. The last column is the p-value of the difference between the two columns. Similar means and high p-values of difference show that balance checks are satisfied.

## 
## --------Summary descriptives table by 'sample'---------
## 
## _________________________________________________________ 
##                              0           1      p.overall 
##                           N=1070       N=250              
## ¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯ 
## elite                   0.12 (0.32) 0.12 (0.33)   0.954   
## private                 0.51 (0.50) 0.51 (0.50)   0.885   
## state_Andhra Pradesh    0.04 (0.19) 0.04 (0.21)   0.642   
## state_Arunachal Pradesh 0.01 (0.10) 0.01 (0.09)   0.723   
## state_Assam             0.03 (0.16) 0.03 (0.17)   0.810   
## state_Bihar             0.03 (0.17) 0.01 (0.11)   0.061   
## state_Chhattisgarh      0.03 (0.17) 0.03 (0.17)   0.870   
## state_Goa               0.00 (0.04) 0.00 (0.00)   0.157   
## state_Gujarat           0.09 (0.28) 0.09 (0.29)   0.838   
## state_Haryana           0.05 (0.22) 0.05 (0.21)   0.968   
## state_Himachal Pradesh  0.02 (0.15) 0.03 (0.17)   0.685   
## state_Jammu & Kashmir   0.01 (0.10) 0.01 (0.09)   0.723   
## state_Jharkhand         0.03 (0.16) 0.03 (0.17)   0.938   
## state_Karnataka         0.07 (0.25) 0.06 (0.23)   0.426   
## state_Kerala            0.02 (0.13) 0.02 (0.15)   0.553   
## state_Madhya Pradesh    0.06 (0.24) 0.05 (0.22)   0.469   
## state_Maharashtra       0.07 (0.25) 0.07 (0.25)   0.884   
## state_Manipur           0.01 (0.10) 0.00 (0.00)   0.001   
## state_Meghalaya         0.01 (0.10) 0.00 (0.00)   0.002   
## state_Mizoram           0.00 (0.04) 0.00 (0.00)   0.157   
## state_Nagaland          0.00 (0.07) 0.00 (0.06)   0.882   
## state_Odisha            0.03 (0.18) 0.05 (0.22)   0.180   
## state_Punjab            0.03 (0.18) 0.04 (0.20)   0.591   
## state_Rajasthan         0.08 (0.27) 0.10 (0.30)   0.369   
## state_Sikkim            0.01 (0.10) 0.02 (0.13)   0.503   
## state_Tamil Nadu        0.05 (0.22) 0.06 (0.24)   0.643   
## state_Telangana         0.03 (0.16) 0.02 (0.15)   0.776   
## state_Tripura           0.00 (0.05) 0.00 (0.06)   0.782   
## state_Uttar Pradesh     0.08 (0.27) 0.08 (0.27)   0.973   
## state_Uttarakhand       0.03 (0.18) 0.02 (0.15)   0.388   
## state_West Bengal       0.05 (0.21) 0.05 (0.21)   0.982   
## state_Nct Of Delhi      0.03 (0.16) 0.02 (0.14)   0.604   
## state_Chandigarh        0.00 (0.04) 0.00 (0.06)   0.613   
## state_Puducherry        0.00 (0.05) 0.00 (0.00)   0.083   
## state_Ut Of Ladakh      0.00 (0.04) 0.00 (0.06)   0.613   
## ¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯