Patents5p

number of patents in universities, citation:
Maresova Petra, Soukal Ivan, Stemberkova Ruzena, Selamat Ali
Perspective and Suitable Research Area in
Public Research-Patent Analysis of the Czech Public Universities
Education and Urban Society, 54(7),
Maresova Petra, Soukal Ivan, Stemberkova Ruzena, Selamat Ali
data has real meaning

data

Several methods may be found for selecting a subset of regressors from a set of k candidate variables in multiple linear regression.
One possibility is to evaluate all possible regression models and comparing them using Mallows's Cp statistic (Cp) according to Gilmour original study.
Full model is calculated, all possible combinations of regressors are generated, adjusted Cp for each submodel are computed, and the submodel with the minimum adjusted value Cp (ModelMin) is calculated.
To identify the final model, the package applies a sequence of hypothesis tests on submodels nested within ModelMin, following the approach outlined in Gilmour's original paper.
For more details see the help of the function final_model() and the original study (1996) <doi:10.2307/2348411>.

Josef Dolejs

gilmour

The Interpretation of Adjusted Cp Statistic

Patents5p function

An object of class <code>data.frame</code> with 11 rows and 6 columns.

Format

Maresova Petra, Soukal Ivan, Stemberkova Ruzena, Selamat Ali

Author

number of patents in universities, citation:
Maresova Petra, Soukal Ivan, Stemberkova Ruzena, Selamat Ali
Perspective and Suitable Research Area in
Public Research-Patent Analysis of the Czech Public Universities
Education and Urban Society, 54(7),
Maresova Petra, Soukal Ivan, Stemberkova Ruzena, Selamat Ali
data has real meaning — Patents5p

number of patents in universities, citation:
Maresova Petra, Soukal Ivan, Stemberkova Ruzena, Selamat Ali
Perspective and Suitable Research Area in
Public Research-Patent Analysis of the Czech Public Universities
Education and Urban Society, 54(7),
Maresova Petra, Soukal Ivan, Stemberkova Ruzena, Selamat Ali
data has real meaning

Description

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References