hsb: A subset of data from the 1982 High School and Beyond survey...
In merTools: Tools for Analyzing Mixed Effect Regression Models
hsb R Documentation
A subset of data from the 1982 High School and Beyond survey used as examples for HLM software
Description
A key example dataset used for examples in the HLM software manual.
Included here for use in replicating HLM analyses in R.
Usage
hsb
Format
A data frame with 7,185 observations on the following 8 variables.
schida numeric vector, 160 unique values
mathacha numeric vector for the performance on a standardized math assessment
femalea numeric vector coded 0 for male and 1 for female
sesa numeric measure of student socio-economic status
minoritya numeric vector coded 0 for white and 1 for non-white students
schtypea numeric vector coded 0 for public and 1 for private schools
meansesa numeric, the average SES for each school in the data set
sizea numeric for the number of students in the school
Details
The data file used for this presentation is a subsample from the
1982 High School and Beyond Survey and is used extensively in
Hierarchical Linear Models by Raudenbush and Bryk. It consists of 7,185 students
nested in 160 schools.
Source
Data made available by UCLA Institute for Digital Research and Education
(IDRE) online: https://stats.oarc.ucla.edu/other/hlm/hlm-mlm/introduction-to-multilevel-modeling-using-hlm/
References
Stephen W. Raudenbush and Anthony S. Bryk (2002). Hierarchical
Linear Models: Applications and Data Analysis Methods (2nd ed.). SAGE.
Examples
data(hsb)
head(hsb)
merTools documentation built on March 31, 2023, 8:43 p.m.
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| hsb | R Documentation |
A subset of data from the 1982 High School and Beyond survey used as examples for HLM software
Description
A key example dataset used for examples in the HLM software manual. Included here for use in replicating HLM analyses in R.
Usage
hsb
Format
A data frame with 7,185 observations on the following 8 variables.
schida numeric vector, 160 unique values
mathacha numeric vector for the performance on a standardized math assessment
femalea numeric vector coded 0 for male and 1 for female
sesa numeric measure of student socio-economic status
minoritya numeric vector coded 0 for white and 1 for non-white students
schtypea numeric vector coded 0 for public and 1 for private schools
meansesa numeric, the average SES for each school in the data set
sizea numeric for the number of students in the school
Details
The data file used for this presentation is a subsample from the 1982 High School and Beyond Survey and is used extensively in Hierarchical Linear Models by Raudenbush and Bryk. It consists of 7,185 students nested in 160 schools.
Source
Data made available by UCLA Institute for Digital Research and Education (IDRE) online: https://stats.oarc.ucla.edu/other/hlm/hlm-mlm/introduction-to-multilevel-modeling-using-hlm/
References
Stephen W. Raudenbush and Anthony S. Bryk (2002). Hierarchical Linear Models: Applications and Data Analysis Methods (2nd ed.). SAGE.
Examples
data(hsb)
head(hsb)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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