Section 2: Descriptive summary of the retention measures

Section 2: Descriptive summary of the retention measures

Column

Student 2nd Year Retention

Statistical Summaries of Study Measures for all Students

Statistical Summaries of Study Measures for Returning Students

Statistical Summaries of Study Measures for Non-Returning Students

Section 3: Evaluating Study Measures

Section 3: Evaluating Study Measures

Column

Mean Retention Rate by SAT Total Score Quartile

Characteristics of Returning and Non-Returning Students

Frequency of Retention Descriptors and Predictors for Non-Returning Students

Venn Diagram

Section 4: Modeling Retention

Section 4: Modeling Retention

Column

Base Regression Model Fit Summary

Base Regression Model Summary

Base Model Success - Predicted Retention and Actual Retention

Full Regression Model Fit Summary

Full Regression Model Summary

Full Model Success - Predicted Retention and Actual Retention

Decision Tree Model

Decision Tree Success–Predicted Retention and Actual Retention

Section 5: Using 2nd Year Retention prediction models to identify students possibly at risk

Section 5: Using 2nd Year Retention prediction models to identify students possibly at risk

Column

Calculating Predicted Retention Probability from Retention Scores

Predicted 2nd Year Retention Probability Based on SAT Total score

Predicted 2nd Year Retention Probability Based on SAT Total score and HS GPA

Estimated Predicted 2nd Year Retention Probabilities by SAT Total score and HS GPA

Statistical Summaries for Subgroups

Column

Subgroup Results Predicting Retention - Base Regression Model

Subgroup Results Predicting Retention - Full Regression Model

Statistical Summaries for SCHOOL: College

Column

Student 2nd Year Retention for SCHOOL: College

Statistical Summaries of Study Measures for all Students in SCHOOL: College

Statistical Summaries of Study Measures for Returning Students in SCHOOL: College

Statistical Summaries of Study Measures for Non-Returning Students in SCHOOL: College

Characteristics of Returning and Non-Returning Students for SCHOOL: College

Frequency of Retention Descriptors and Predictors for Non-Returning Students in SCHOOL: College

Venn Diagram

Base Regression Model Fit Summary for SCHOOL: College

Base Regression Model Summary for SCHOOL: College

Base Model Success - Predicted Retention and Actual Retention for SCHOOL: College

Full Regression Model Fit Summary for SCHOOL: College

Full Regression Model Summary for SCHOOL: College

Full Model Success - Predicted Retention and Actual Retention for SCHOOL: College

Decision Tree Model for SCHOOL: College

Decision Tree Success–Predicted Retention and Actual Retention for SCHOOL: College

Statistical Summaries for SCHOOL: Engineering

Column

Student 2nd Year Retention for SCHOOL: Engineering

Statistical Summaries of Study Measures for all Students in SCHOOL: Engineering

Statistical Summaries of Study Measures for Returning Students in SCHOOL: Engineering

Statistical Summaries of Study Measures for Non-Returning Students in SCHOOL: Engineering

Characteristics of Returning and Non-Returning Students for SCHOOL: Engineering

Frequency of Retention Descriptors and Predictors for Non-Returning Students in SCHOOL: Engineering

Venn Diagram

Base Regression Model Fit Summary for SCHOOL: Engineering

Base Regression Model Summary for SCHOOL: Engineering

Base Model Success - Predicted Retention and Actual Retention for SCHOOL: Engineering

Full Regression Model Fit Summary for SCHOOL: Engineering

Full Regression Model Summary for SCHOOL: Engineering

Full Model Success - Predicted Retention and Actual Retention for SCHOOL: Engineering

Decision Tree Model for SCHOOL: Engineering

Decision Tree Success–Predicted Retention and Actual Retention for SCHOOL: Engineering