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Learn to test for heteroscedasticity in Stata with data from the Early Childhood Longitudinal Study (1998) /

This dataset is designed for teaching the test for heteroscedasticity following a linear regression analysis. The dataset is a subset of data derived from the Early Childhood Longitudinal Study, Kindergarten Class of 1998-99 (ECLSK) at the National Center for Education Statistics. The example estima...

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Bibliographic Details
Main Authors: Reid, Abigail-Kate (Author), Allum, Nick (Author)
Corporate Author: Howard W. Odum Institute for Research in Social Science (Author)
Format: eBook
Language:English
Published: London : SAGE Publications, Ltd., 2019.
Subjects:
Stata.
National Center for Education Statistics.
National Center for Education Statistics
Stata
Heteroscedasticity > Study and teaching.
Regression analysis.
Reading (Kindergarten)
Mathematical ability in children.
Regression Analysis
Analyse de régression.
Lecture (Maternelle)
Aptitude pour les mathématiques chez l'enfant.
Mathematical ability in children
Regression analysis
Online Access:Connect to the full text of the electronic book
Description
Summary:This dataset is designed for teaching the test for heteroscedasticity following a linear regression analysis. The dataset is a subset of data derived from the Early Childhood Longitudinal Study, Kindergarten Class of 1998-99 (ECLSK) at the National Center for Education Statistics. The example estimates a simple regression model of whether math performance in kindergarten predicts reading performance in kindergarten. After performing the regression, it shows how to examine the results for evidence of heteroscedasticity. The dataset file is accompanied by a Teaching Guide, a Student Guide, and a How-to Guide for Stata. The Student Guide and data curation were done by the Odum Institute, and the How-to Guide was co-authored by Abigail-Kate Reid and Nick Allum.
Physical Description:1 online resource : illustrations
ISBN:9781526472380
1526472384