thai

Example data to be used for centering

datasets

Convenience functions and datasets to be used with Practical Multilevel Modeling using R. The package includes functions for calculating group means, group mean centered variables, and displaying some basic missing data information. A function for computing robust standard errors for linear mixed models based on Liang and Zeger (1986) <doi:10.1093/biomet/73.1.13> and Bell and 'McCaffrey' (2002) <https://www150.statcan.gc.ca/n1/en/pub/12-001-x/2002002/article/9058-eng.pdf?st=NxMjN1YZ> is included as well as a function for checking for level-one homoskedasticity (Raudenbush & Bryk, 2002, ISBN:076191904X).

Francis Huang

MLMusingR

Practical Multilevel Modeling

thai function

A data frame with 6606 rows and 18 variables:<dl>
 <dt>pv1math</dt>
<dd>First plausible value in mathematics.</dd> <dt>escs</dt>
<dd>Index of economic, social, and cultural status.</dd> <dt>hisei</dt>
<dd>Highest parent occupational status.</dd> <dt>sex</dt>
<dd>Student gender. 1 = Female, 2 = Male.</dd> <dt>intmat</dt>
<dd>Mathematics interest.</dd> <dt>matheff</dt>
<dd>Mathematics self-efficacy.</dd> <dt>schoolid</dt>
<dd>School identifier</dd> <dt>othl</dt>
<dd>Spoke another language at home other than Thai. 1 = yes, 0 = no.</dd> <dt>books</dt>
<dd>How many books at home.</dd> <dt>pared</dt>
<dd>Highest parental education in years.</dd> <dt>w_fstuwt</dt>
<dd>Student weight.</dd> <dt>pv1read</dt>
<dd>Plausible value #1 for reading.</dd> <dt>pv2read</dt>
<dd>Plausible value #2 for reading.</dd> <dt>pv3read</dt>
<dd>Plausible value #3 for reading.</dd> <dt>pv4read</dt>
<dd>Plausible value #4 for reading.</dd> <dt>pv5read</dt>
<dd>Plausible value #5 for reading.</dd> <dt>private</dt>
<dd>Private school. 1 = yes, 0 = no.</dd> <dt>schsize</dt>
<dd>Total school enrolment.</dd>
</dl>

Format

Thai data from PISA — thai

A data frame with 6606 rows and 18 variables:<dl>
 <dt>pv1math</dt>
<dd>First plausible value in mathematics.</dd>

 <dt>escs</dt>
<dd>Index of economic, social, and cultural status.</dd>

 <dt>hisei</dt>
<dd>Highest parent occupational status.</dd>

 <dt>sex</dt>
<dd>Student gender. 1 = Female, 2 = Male.</dd>

 <dt>intmat</dt>
<dd>Mathematics interest.</dd>

 <dt>matheff</dt>
<dd>Mathematics self-efficacy.</dd>

 <dt>schoolid</dt>
<dd>School identifier</dd>

 <dt>othl</dt>
<dd>Spoke another language at home other than Thai. 1 = yes, 0 = no.</dd>

 <dt>books</dt>
<dd>How many books at home.</dd>

 <dt>pared</dt>
<dd>Highest parental education in years.</dd>

 <dt>w_fstuwt</dt>
<dd>Student weight.</dd>

 <dt>pv1read</dt>
<dd>Plausible value #1 for reading.</dd>

 <dt>pv2read</dt>
<dd>Plausible value #2 for reading.</dd>

 <dt>pv3read</dt>
<dd>Plausible value #3 for reading.</dd>

 <dt>pv4read</dt>
<dd>Plausible value #4 for reading.</dd>

 <dt>pv5read</dt>
<dd>Plausible value #5 for reading.</dd>

 <dt>private</dt>
<dd>Private school. 1 = yes, 0 = no.</dd>

 <dt>schsize</dt>
<dd>Total school enrolment.</dd>


</dl>

thai: Thai data from PISA

Description

Usage

Arguments

Format