| Title:
|
Overview of Recent Results in Growth-curve-type Multivariate Linear Models (English) |
| Author:
|
Žežula, Ivan |
| Author:
|
Klein, Daniel |
| Language:
|
English |
| Journal:
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Acta Universitatis Palackianae Olomucensis. Facultas Rerum Naturalium. Mathematica |
| ISSN:
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0231-9721 |
| Volume:
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50 |
| Issue:
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2 |
| Year:
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2011 |
| Pages:
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137-146 |
| Summary lang:
|
English |
| . |
| Category:
|
math |
| . |
| Summary:
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The Extended Growth Curve Model (ECGM) is a multivariate linear model connecting different multivariate regression models in sample subgroups through common variance matrix. It has the form: \[ Y=\sum ^{k}_{i=1}X_iB_iZ_i^{\prime }+e, \quad \operatorname{vec}(e)\sim N_{n\times p}\left(0,\Sigma \otimes I_n\right). \] Here, matrices $X_i$ contain subgroup division indicators, and $Z_i$ corresponding regressors. If $k=1$, we speak about (ordinary) Growth Curve Model. The model has already its age (it dates back to 1964), but it has many important applications. That is why it is still intensively studied. Many articles investigating different aspects or special cases of the model appeared in recent years. We will try to summarize the progress done so far. (English) |
| Keyword:
|
growth curve model |
| Keyword:
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extended growth curve model |
| Keyword:
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multivariate linear model |
| MSC:
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62-02 |
| MSC:
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62H99 |
| idZBL:
|
Zbl 1244.62080 |
| idMR:
|
MR2920716 |
| . |
| Date available:
|
2011-12-16T14:59:07Z |
| Last updated:
|
2013-09-18 |
| Stable URL:
|
http://hdl.handle.net/10338.dmlcz/141762 |
| . |
| Reference:
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| . |
