General Linear Model - Coursework Example

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General Linear Model

The research question was "What factors seem to be related to whether or not a child is classified as SEN" This author hypothesised that the main factor related to whether or not a child is classified as SEN would be test scores (APS). A search of relevant scholarly literature found that other factors, particularly low social economic status, and cultural-linguistic factors has been shown to increase the proportion of students classified as SEN.
The model used was a GLM log one. The two main variables from the hypothesis - APS and SEN - was completed in R 2.7.0 to model the expected relationship. Further analysis including charts and tables was done to examine the correlation between SES factors (such as being eligible for free school meals), and whether or not a child is classified as SEN. Additional work was completed to discover the relationship between whether or not a child is classified as SEN and socio-linguistic factors (Mother tonge and ethnicity).
An important issue for this statistical analysis is understanding the variables and the effect of other factors (both available in the dataset and ones not contained within the dataset). ...
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Summary

The purpose of this statistical research was three-fold. Firstly it was to explore the use of the R 2.0.0 program in statistical analysis. Secondly, it was to explore the General Linear Model in a case where the response variable is dichotomous. Finally, the research would provide some practical experience for the author in applyling real world data to a research question in the education field, and being able to interprete the results in a meaningful manner…
Author : denahalvorson

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