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Export Pivot
Table to R
Using RExcel
Halbert,
Heiberger,
Neuwirth
About RExcel
About Pivot
Tables
Why Transfer
to R?
How it Works
Example
Conclusion
Appendix
The Right-Clicking Option
The previous action brings up the Put table in R dialog box,
where the name is assigned. After execution the table may be
manipulated as desired using RExcel or the R console.
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Export Pivot
Table to R
Using RExcel
Halbert,
Heiberger,
Neuwirth
About RExcel
About Pivot
Tables
Why Transfer
to R?
How it Works
Example
Conclusion
Appendix
AClassic Example
The titanic data consist of the following variables regarding
the passengers of the ill-fated maiden voyage of the Titanic:
Class: levels first, second, third and crew
Age: levels child and adult
Sex: levels M and F
Survive: levels die and live
These are recoded from the original. See the Reference section
for more information. Two of the 2201 records follow.
Class
Age Sex Survive
third child
F
die
crew adult
M
live
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Export Pivot
Table to R
Using RExcel
Halbert,
Heiberger,
Neuwirth
About RExcel
About Pivot
Tables
Why Transfer
to R?
How it Works
Example
Conclusion
Appendix
Titanic Example
We begin with a simple statistical question: Does the class of the
passenger help to explain survival?
We place Class on the rows and Survive on the Columns.
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Export Pivot
Table to R
Using RExcel
Halbert,
Heiberger,
Neuwirth
About RExcel
About Pivot
Tables
Why Transfer
to R?
How it Works
Example
Conclusion
Appendix
Titanic Example
To perform a chi-square test of independence, Excel requires us to
manually create a table of expected cell counts. These are the
numbers we would expect if Class and Survive were independent.
CHITEST() calculates a p-value (which indicates dependence).
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extract pdf text to word; get text from pdf into excel
Export Pivot
Table to R
Using RExcel
Halbert,
Heiberger,
Neuwirth
About RExcel
About Pivot
Tables
Why Transfer
to R?
How it Works
Example
Conclusion
Appendix
Titanic Example
The chi-square test is an approximation. For some count data we
may require Fisher’s exact test, which Excel does not provide. To
perform either of these tests in R, rst we transfer the table and give
it a sensible name.
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Export Pivot
Table to R
Using RExcel
Halbert,
Heiberger,
Neuwirth
About RExcel
About Pivot
Tables
Why Transfer
to R?
How it Works
Example
Conclusion
Appendix
Titanic Example
The RExcel function REval() evaluates R code and brings the result
to Excel. The chi-square approximation is ne for these data. The
p-values are similarly tiny.
In chisq.test() R calculates the table of expected values directly
from the pivot table. The manual calculation is not necessary.
Even in this simple example, Excel cannot compete with R
when it comes to statistical analysis. We now turn our
attention to graphics.
Export Pivot
Table to R
Using RExcel
Halbert,
Heiberger,
Neuwirth
About RExcel
About Pivot
Tables
Why Transfer
to R?
How it Works
Example
Conclusion
Appendix
Titanic Example
Below is a standard Excel plot of our pivot table.
This is a simple table and Excel’s plot is OK. Next we examine a
mosaic plot from package vcd. These are great for comparing count
data, but are not available in Excel.
Export Pivot
Table to R
Using RExcel
Halbert,
Heiberger,
Neuwirth
About RExcel
About Pivot
Tables
Why Transfer
to R?
How it Works
Example
Conclusion
Appendix
Mosaic Plot
Export Pivot
Table to R
Using RExcel
Halbert,
Heiberger,
Neuwirth
About RExcel
About Pivot
Tables
Why Transfer
to R?
How it Works
Example
Conclusion
Appendix
Titanic Example
We add two additional elds: a second row variable (Sex) and
asecond column variable (Age).
Export Pivot
Table to R
Using RExcel
Halbert,
Heiberger,
Neuwirth
About RExcel
About Pivot
Tables
Why Transfer
to R?
How it Works
Example
Conclusion
Appendix
Titanic Example
Below is the best we can do in Excel. The mosaic plot on the
next slide is superior. Excel pivot table users should have
access to these plots.
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