FoodExpenditure: Proportion of Household Income Spent on Food
In betareg: Beta Regression

FoodExpenditure

R Documentation

Proportion of Household Income Spent on Food

Description

Data on proportion of income spent on food for a random sample of 38 households in a large US city.

Usage

data("FoodExpenditure", package = "betareg")

Format

A data frame containing 38 observations on 3 variables.

food: household expenditures for food.
income: household income.
persons: number of persons living in household.

Source

Taken from Griffiths et al. (1993, Table 15.4).

References

Cribari-Neto, F., and Zeileis, A. (2010). Beta Regression in R. Journal of Statistical Software, 34(2), 1–24. \Sexpr[results=rd]{tools:::Rd_expr_doi("10.18637/jss.v034.i02")}

Ferrari, S.L.P., and Cribari-Neto, F. (2004). Beta Regression for Modeling Rates and Proportions. Journal of Applied Statistics, 31(7), 799–815.

Griffiths, W.E., Hill, R.C., and Judge, G.G. (1993). Learning and Practicing Econometrics New York: John Wiley and Sons.

Examples

data("FoodExpenditure", package = "betareg")

## Ferrari and Cribari-Neto (2004)
## Section 4
fe_lin <- lm(I(food/income) ~ income + persons, data = FoodExpenditure)
library("lmtest")
bptest(fe_lin)

## Table 2
fe_beta <- betareg(I(food/income) ~ income + persons, data = FoodExpenditure)
summary(fe_beta)

betareg documentation built on Sept. 13, 2024, 1:07 a.m.