Table A-7:
Nested Logit Coefficients for Choice of Final Major based on 4-year Graduation Criteria
| Science | Non Science | Science | Non Science | |||
|---|---|---|---|---|---|---|
| Panel A: Net Returns Function: | ||||||
| Campus-Specific Intercept Coefficients (ϕ1jk): | Campus-Specific Slope Coefficients (ϕ2jk): | |||||
| UCLA | −0.362 (0.935) | −1.972** (0.381) | UCLA × AIij | 0.005 (0.059) | 0.334** (0.081) | |
| San Diego | 3.69** (0.821) | −0.214 (0.356) | San Diego × AIij | −0.203** (0.048) | 0.011 (0.071) | |
| Davis | 2.991** (0.816) | −0.361 (0.323) | Davis×AIij | −0.203** (0.048) | −0.050 (0.065) | |
| Irvine | 3.064** (0.856) | 0.089 (0.339) | Irvine × Alij | −0.192** (0.051) | −0.078 (0.072) | |
| Santa Barbara | 5.366** (0.832) | 0.458 (0.327) | Santa Barbara × Alij | −0.326** (0.047) | −0.069 (0.064) | |
| Santa Cruz | 8.406** (0.923) | 2.109** (0.432) | Santa Cruz × Alij | −0.537** (0.048) | −0.409** (0.066) | |
| Riverside | 5.727** (0.866) | 0.904** (0.367) | Riverside × AIij | −0.325** (0.048) | −0.158** (0.077) | |
| Panel B: Academic Preparation Function (Alj): | ||||||
| HS GPA | 2.114** (0.154) | 1.020** (0.111) | ||||
| SAT Math | 9.469** (0.559) | −1.01** (0.231) | ||||
| SAT Verbal | 0.009** (0.340) | 2.417** (0.271) | ||||
| URM | −1.136** (0.218) | −0.851** (0.128) | ||||
| Asian | 0.048 (0.053) | −0.275** (0.041) | ||||
| Nesting parameter | ||||||
| ρ | 0.407** (0.083) | |||||
| Log-Likelihood | −54,670 | |||||
All campus dummies are measured relative to UC Berkeley (the omitted category). The coefficients on ϕ1jk and ϕ2jk for UC Berkeley are normalized to zero and one, respectively.
* and ** indicate significance at 10% and 5% level, respectively.