The 'bolsafam' dataset contains information about the utilization rate of the Bolsa Família program in Brazilian municipalities. The utilization rate \(y_{i}\) is defined as the number of people benefiting from the assistance divided by the total population of the city.
data(bolsafam)A data frame with 5564 rows and 11 columns.
This dataset includes the following columns:
Rate of use of the social assistance program by municipality.
Code to identify the Brazilian state to which the city belongs.
Percentage of the population living in households with a density greater than 2 people per bedroom.
Percentage of employed persons aged 18 or over who are employed without a formal contract.
Proportion of people vulnerable to poverty.
Percentage of people aged 15 to 24 who do not study or work and are vulnerable to poverty.
Percentage of the population aged 15 to 17 with complete primary education.
Dependency ratio.
Percentage of the population aged 6 to 17 years attending basic education that does not have an age-grade delay.
Percentage of the population living in households with running water.
Aggregation of states according to the regions defined by IBGE.
Mateus Maia & Anderson Ara (2023). rmachines: Random Machines: a package for a support vector ensemble based on random kernel space. R package version 0.1.0.
data(bolsafam)
head(bolsafam)
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