In: Statistics and Probability
Using the accompanying Colleges and Universities data to find 95% confidence intervals for the median SAT for each of the two groups, liberal arts colleges and research universities. Based on these confidence intervals, does there appear to be a difference in the median SAT scores between the two groups?
Liberal Arts Colleges Median SAT score Research
Universities Median SAT score
1160 1114
1188 1135
1196 1163
1193 1175
1214 1185
1227 1211
1223 1234
1241 1228
1241 1231
1239 1278
1248 1286
1258 1273
1246 1279
1247 1273
1258 1282
1251 1306
1280 1306
1285 1329
1294 1337
1301 1343
1293 1364
1305 1375
1318 1372
1327 1409
1333
First step, find sample size, mean and standard deviation of the two Median SAT scores data set.
Formula Reference:
95% Confidence interval for Liberal Arts Colleges Median SAT score:
Refer Column F for the calculation procedure and formulas used
95% CI for Liberal Arts Colleges Median SAT score (1235.89, 1273.39)
95% Confidence interval for Research Universities Median SAT score:
95% CI for Research Universities Median SAT score is (1236.88, 1303.79)
does there appear to be a difference in the median SAT scores between the two groups?
yes, there is difference in the interval between two groups.
Upper limit of the both confidence intevals are different. more over Research Universities Median SAT scores upper limit is much higher than the Liberal Arts Colleges Median SAT score