occupationalStatus {datasets} | R Documentation

## Occupational Status of Fathers and their Sons

### Description

Cross-classification of a sample of British males according to each subject's occupational status and his father's occupational status.

### Usage

    occupationalStatus

### Format

A `table` of counts, with classifying factors `origin` (father's occupational status; levels `1:8`) and `destination` (son's occupational status; levels `1:8`).

### Source

Goodman, L. A. (1979) Simple Models for the Analysis of Association in Cross-Classifications having Ordered Categories. J. Am. Stat. Assoc., 74 (367), 537–552.

The data set has been in package gnm and been provided by the package authors.

### Examples

    require(stats); require(graphics)

    plot(occupationalStatus)

    ##  Fit a uniform association model separating diagonal effects
    Diag <- as.factor(diag(1:8))
    Rscore <- scale(as.numeric(row(occupationalStatus)), scale = FALSE)
    Cscore <- scale(as.numeric(col(occupationalStatus)), scale = FALSE)
    modUnif <- glm(Freq ~ origin + destination + Diag + Rscore:Cscore,
                   family = poisson, data = occupationalStatus)

    summary(modUnif)
    plot(modUnif) # 4 plots, with warning about  h_ii ~= 1

[Package datasets version 2.15.1 Index]