Housing

Housing Quality

Number of cigarettes consumed is an indicator of XXXX. test reference (Nelson 1987).

Methods

What methods are used? Justification due to output data type. explanation of model output.

Data

What variables are included? Why is this output chosen. What explanatory variables are used and why are they chosen

Results

What are the results. Coefficients tables. diagnostic plots. measures of goodness of fit.

## formula: next_housing_quality ~ age + factor(sex) + SF_12 + relevel(factor(ethnicity), ref = "WBI") + hh_income
## data:    data
##
##  link  threshold nobs     logLik AIC    niter max.grad cond.H
##  logit flexible  103.1594 -97.99 229.99 5(0)  8.47e-07 9.2e+09
##
## Coefficients:
##                                              Estimate Std. Error z value Pr(>|z|)
## age                                         0.0082681  0.0113336   0.730   0.4657
## factor(sex)Male                            -0.0938937  0.3845571  -0.244   0.8071
## SF_12                                      -0.0136238  0.0202522  -0.673   0.5011
## relevel(factor(ethnicity), ref = "WBI")BAN  1.0235392  2.6780803   0.382   0.7023
## relevel(factor(ethnicity), ref = "WBI")BLA  1.3244641  1.6063660   0.825   0.4097
## relevel(factor(ethnicity), ref = "WBI")BLC  0.6422992  2.4039794   0.267   0.7893
## relevel(factor(ethnicity), ref = "WBI")CHI  1.3129964  2.8385130   0.463   0.6437
## relevel(factor(ethnicity), ref = "WBI")IND  0.4518321  1.2442697   0.363   0.7165
## relevel(factor(ethnicity), ref = "WBI")MIX  0.2691325  1.5009851   0.179   0.8577
## relevel(factor(ethnicity), ref = "WBI")OAS  0.7642680  1.8362644   0.416   0.6773
## relevel(factor(ethnicity), ref = "WBI")OBL  1.5285576  8.6893576   0.176   0.8604
## relevel(factor(ethnicity), ref = "WBI")OTH  0.4339788  3.1233946   0.139   0.8895
## relevel(factor(ethnicity), ref = "WBI")PAK  0.5250905  1.7236335   0.305   0.7606
## relevel(factor(ethnicity), ref = "WBI")WHO  0.1788316  0.8328175   0.215   0.8300
## hh_income                                  -0.0003135  0.0001778  -1.764   0.0778 .
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Threshold coefficients:
##     Estimate Std. Error z value
## 1|2   -1.325      1.042  -1.272
## 2|3    1.189      1.044   1.139
## (273 observations deleted due to missingness)

References

Nelson, Edward. 1987. Radically Elementary Probability Theory. Princeton University Press.