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Based on my statistics summary from my dataset, l fitted logistic regression as seen below but was told is wrong. since l am not using all the variable i have to use sub-setting or other means, please help me out. Thanks and l am ready to rate you

Dependent Variable: Employed

Independent variables ( Race.Ethnicity + Age + Educational.Attainment+Gender)

Table Statistic Description Summary

##
## ===================================================================================================
## Statistic N Mean St. Dev. Min Pctl(25) Pctl(75) Max
## —————————————————————————————————
## Age 64,999 41.689 13.734 18 30 54 64
## Earnings.Past.12.Months 64,999 29,776.370 45,915.830 0 0 42,000 577,000
## Usual.Weekly.Hours 48,868 38.513 12.847 1.000 35.000 42.000 99.000
## Female 64,999 0.508 0.500 0 0 1 1
## Married 64,999 0.531 0.499 0 0 1 1
## No.High.School.Degree 64,999 0.123 0.329 0 0 0 1
## High.School.Degree.or.GED 64,999 0.276 0.447 0 0 1 1
## Some.College 64,999 0.248 0.432 0 0 0 1
## Associates.Degree 64,999 0.081 0.272 0 0 0 1
## Bachelors.Degree 64,999 0.174 0.379 0 0 0 1
## Masters.Degree 64,999 0.070 0.254 0 0 0 1
## Professional.Degree 64,999 0.018 0.133 0 0 0 1
## Doctorate 64,999 0.010 0.101 0 0 0 1
## Employed 64,999 0.847 0.360 0 1 1 1
## White 64,999 0.675 0.468 0 0 1 1
## Black 64,999 0.111 0.314 0 0 0 1
## American.Indian.or.Native.American 64,999 0.010 0.098 0 0 0 1
## Asian 64,999 0.051 0.219 0 0 0 1
## Hawaiian.or.Pacific.Islander 64,999 0.001 0.033 0 0 0 1
## Other.Race 64,999 0.001 0.033 0 0 0 1
## Biracial 64,999 0.016 0.126 0 0 0 1
## Hispanic 64,999 0.136 0.342 0 0 0 1
## Worked.40..Weeks.During.Past.12.Months 64,999 0.609 0.488 0 0 1 1
## Worked.35..Hours.in.a.Typical.Week 64,999 0.572 0.495 0 0 1 1
## —————————————————————————————————

Logistic model

##
## Call:
## glm(formula = Employed ~ Race.Ethnicity + Age + Educational.Attainment,
## family = binomial(link = logit), data = t)
##
## Coefficients:
## Estimate Std. Error z value
## (Intercept) 2.3410222 0.0746680 31.352
## Race.EthnicityBiracial 0.3534648 0.0996939 3.546
## Race.EthnicityBlack 0.0473607 0.0558471 0.848
## Race.EthnicityHawaiian 0.4059376 0.3252117 1.248
## Race.EthnicityHispanic 0.5171397 0.0560812 9.221
## Race.EthnicityNative American -0.1837606 0.1019250 -1.803
## Race.EthnicityOther Race 0.2926580 0.3312788 0.883
## Race.EthnicityWhite 0.5415397 0.0497194 10.892
## Age -0.0126019 0.0008256 -15.264
## Educational.AttainmentBachelors Degree 0.2509170 0.0588308 4.265
## Educational.AttainmentDoctorate 1.0200194 0.2023725 5.040
## Educational.AttainmentHigh School Degree -0.7639307 0.0506752 -15.075
## Educational.AttainmentMasters Degree 0.4165664 0.0754665 5.520
## Educational.AttainmentNo High School Degree -1.5440954 0.0533336 -28.952
## Educational.AttainmentProfessional Degree 1.0395101 0.1608529 6.462
## Educational.AttainmentSome College -0.4100751 0.0523632 -7.831
#