Ifelse statement in R with multiple conditions

Question

With the following sample data I m trying to create a new variable  Den   value  0  or  1   based on the values of three conditional variables  Denial1  Denial2  and Denial3    I want a  0  if ANY of the three conditional variables has a  0  and a  1  only if EACH conditional variable that has a value in it has a value of  1   e g   isn t NA    structure list Denial1   NA real   Denial2   1  Denial3   NA real    Den   NA    Names   c  Denial1    Denial2    Denial3    Den     row names   1L  class    data frame     I ve tried both of the following commands that result in a missing value NA for  Den    DF Den lt -ifelse  DF Denial1  lt  1   DF Denial2  lt  1   DF Denial3  lt  1   0    1    DF Den lt -ifelse DF Denial1  lt  1  0   ifelse  DF Denial2  lt  1  0   ifelse DF Denial3  lt  1  0    1       Could someone demonstrate how to do this

User · Answer

Very simple use of any  df  lt -  lt your structure gt   df Den  lt - apply df 1 function i   ifelse any is na i     any i    1   0  1

User · Answer

another solution using dplyr is   df  lt -    your data    df  lt - df   gt           mutate Den   ifelse any is na Den     any Den    1   0  1

User · Answer

There is a simpler solution to this   What you describe is the natural behavior of the  amp  operator and can thus be done primatively    gt  c 1 1 NA   amp  c 1 0 NA   amp  c 1 NA NA   1   TRUE FALSE    NA   If all are 1  then 1 is returned   If any are 0  then 0   If all are NA  then NA   In your case  the code would be   DF Den lt -DF Denial1  amp  DF Denial2  amp  DF Denial3   In order for this to work  you will need to stop working in character and use numeric or logical types

User · Answer

Based on suggestions from  jaimedash and  Old Mortality I found a solution   DF Den  lt - ifelse DF Denial1  lt  1  amp   is na DF Denial1    DF Denial2  lt  1  amp     is na DF Denial2    DF Denial3  lt  1  amp   is na DF Denial3    0    1     Then to ensure a value of NA if all values of the conditional variables are NA   DF Den  lt - ifelse is na DF Denial1   amp  is na DF Denial2   amp  is na DF Denial3    NA  DF Den

User · Answer

How about   DF Den lt -ifelse  is na DF Denial1    is na DF Denial2    is na DF Denial3    0    1

[r] Ifelse statement in R with multiple conditions

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