Data prepration for logistic regression : Value either “not available” or a “year”
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I have some data of houses that have been renovated.
In my data there is one column (among others) that captures this information.
It is either "-1" if there has not been yet any renovation, or the information is the year of renovation like "1995" or "2008".
I would like to apply logistic regression.
However, I do not know how to treat this value.
IMHO it looks like a missing value although it is not a missing information.
So, does anybody have an idea how to put these (unordered) values into relation to the ordered years?
On alternative I could think of is binning the information. Like 1990-1995, 1996-2000,...2016-2019.
Any suggestions are highly appreciated.
logistic-regression missing-data
asked 10 mins ago
toomtoom
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$begingroup$
I have some data of houses that have been renovated.
In my data there is one column (among others) that captures this information.
It is either "-1" if there has not been yet any renovation, or the information is the year of renovation like "1995" or "2008".
I would like to apply logistic regression.
However, I do not know how to treat this value.
IMHO it looks like a missing value although it is not a missing information.
So, does anybody have an idea how to put these (unordered) values into relation to the ordered years?
On alternative I could think of is binning the information. Like 1990-1995, 1996-2000,...2016-2019.
Any suggestions are highly appreciated.
logistic-regression missing-data
asked 10 mins ago
toomtoom
101
New contributor
toom is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
add a comment |
$begingroup$
I have some data of houses that have been renovated.
In my data there is one column (among others) that captures this information.
It is either "-1" if there has not been yet any renovation, or the information is the year of renovation like "1995" or "2008".
I would like to apply logistic regression.
However, I do not know how to treat this value.
IMHO it looks like a missing value although it is not a missing information.
So, does anybody have an idea how to put these (unordered) values into relation to the ordered years?
On alternative I could think of is binning the information. Like 1990-1995, 1996-2000,...2016-2019.
Any suggestions are highly appreciated.
logistic-regression missing-data
asked 10 mins ago
toomtoom
101
New contributor
toom is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
I have some data of houses that have been renovated.
In my data there is one column (among others) that captures this information.
It is either "-1" if there has not been yet any renovation, or the information is the year of renovation like "1995" or "2008".
I would like to apply logistic regression.
However, I do not know how to treat this value.
IMHO it looks like a missing value although it is not a missing information.
So, does anybody have an idea how to put these (unordered) values into relation to the ordered years?
On alternative I could think of is binning the information. Like 1990-1995, 1996-2000,...2016-2019.
Any suggestions are highly appreciated.
logistic-regression missing-data
logistic-regression missing-data
asked 10 mins ago
toomtoom
101
New contributor
toom is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 10 mins ago
toomtoom
101
New contributor
toom is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 10 mins ago
toomtoom
101
New contributor
toom is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 10 mins ago
toomtoom
101
asked 10 mins ago
toomtoom
101
101
New contributor
toom is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
New contributor
toom is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
toom is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
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