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. 2017 Apr 10;28(6):713–722. doi: 10.1177/0956797617693004

Table 1.

Prediction Errors and Comparisons of the Seven Models in Studies 1 Through 4

Model Mean square error
Model comparison from the meta-analysis
Study 1 Study 2 Study 3 Study 4
1. Ideology only: ŷ = 0.022 − 1.420(ideology) 0.015 (0.019) 0.021 (0.030) 0.035 (0.086) 0.022 (0.035) More accurate than Models 3, 4, 5, 6, and 7
2. Ideology, status, and choice: ŷ = 0.016 – 1.505(ideology) + 0.128(status) + 0.072(choice) 0.013 (0.020) 0.021 (0.032) 0.037 (0.096) 0.023 (0.038) More accurate than Models 3, 4, 5, 6, and 7
3. Conventionalism only: ŷ = 0.157 − 1.947(conventionalism) 0.040 (0.076) 0.054 (0.083) 0.039 (0.047) 0.055 (0.065) More accurate than Models 5, 6, and 7
4. Conventionalism, status, and choice: ŷ = 0.166 − 1.827(conventionalism) – 0.076(status) − 0.185(choice) 0.041 (0.078) 0.047 (0.079) 0.033 (0.045) 0.049 (0.070) More accurate than Models 5, 6, and 7
5. Status only: ŷ = 0.001 – 0.846(status) 0.090 (0.153) 0.081 (0.138) 0.095 (0.091) 0.072 (0.106) Not more accurate than any models
6. Choice only: ŷ = 0.041 – 0.398(choice) 0.108 (0.166) 0.093 (0.122) 0.111 (0.114) 0.074 (0.117) Not more accurate than any models
7. Null: ŷ = 0 0.111 (0.155) 0.095 (0.135) 0.113 (0.101) 0.076 (0.117) Not more accurate than any models

Note: For each model, the table presents mean square errors in the four studies, with standard deviations in parentheses.