Iowa: Iowa School Test

In bestglm: Best Subset GLM and Regression Utilities

Description

Dataset on poverty and academic performance.

Usage

data("Iowa")

Format

A data frame with 133 observations on the following 3 variables.

City

a factor with 6 levels Cedar Rapids Davenport Des Moines Iowa City Sioux City Waterloo

Poverty

percentage subsidized

Test

achievement test score

Details

There are n=133 average test scores for schools in the K=6 largest cities. The test score offers a standardized measure of academic achievement. The purpose of the study is to investigate if there is a relationship between academic achievement, as measured by the test, and poverty. It is expected that students from economically disadvantaged backgrounds will do less well. Data on the average income in the school district was not available so a proxy variable for poverty was used. The percentage of students who received subsidized meals was available so this was used as the "Poverty" variable.

Source

Abraham and Ledholter, Introduction to Regression, Wiley.

Examples

data(Iowa)
table(Iowa$City)

bestglm documentation built on March 26, 2020, 7:25 p.m.