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Full Discussion: Insert missing values
Top Forums Shell Programming and Scripting Insert missing values Post 302900060 by ritakadm on Saturday 3rd of May 2014 01:31:26 PM
Old 05-03-2014
Insert missing values

Hi, please help with this, I need to insert missing values into a matrix for a regression analysis.

I have made up an example. The first three columns are variables with levels and the next 3 are values, the 4th column missing values should be replaced by 0s, and 5th and 6th column missing values replaced by NA. The final table should have all combinations of the variables in columns 1 , 2 and 3.
The example has just 2 or 3 levels of each variable, the actual data might have upto 50 levels.

Input

Code:
Var1	Var2	Var3	Val1	Val2	Val3
X1	L1	G1	1	4	7
X2	L2	G2	2	5	8
X2	L3	G1	3	6	9

Output

Code:
Var1	Var2	Var3	Val1	Val2	Val3
X1	L1	G1	1	4	7
X1	L1	G2	0	NA	NA
X1	L2	G1	0	NA	NA
X1	L2	G2	0	NA	NA
X1	L3	G1	0	NA	NA
X1	L3	G2	0	NA	NA
X2	L1	G1	0	NA	NA
X2	L1	G2	0	NA	NA
X2	L2	G1	0	NA	NA
X2	L2	G2	2	5	8
X2	L3	G1	3	6	9
X2	L3	G2	0	NA	NA

 

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GRIB_GET_DATA(1)						   User Commands						  GRIB_GET_DATA(1)

NAME
grib_get_data - Print a latitude, longitude, data values list DESCRIPTION
Print a latitude, longitude, data values list USAGE
grib_get_data [options] grib_file grib_file ... OPTIONS
-M Multi-grib support off. Turn off support for multiple fields in single grib message -m missingValue The missing value is given through this option. Any string is allowed and it is printed in place of the missing values. Default is to skip the missing values. -p key[:{s/d/l}],key[:{s/d/l}],... Declaration of keys to print. For each key a string (key:s) or a double (key:d) or a long (key:l) type can be requested. Default type is string. -R out_file_name Redirect the standard output to "out_file_name". Faster than the shell redirect (>) because buffered. -F format C style format for values. Default is "%.10e" -w key[:{s/d/l}]{=/!=}value,key[:{s/d/l}]{=/!=}value,... Where clause. Grib messages are processed only if they match all the key/value constraints. A valid constraint is of type key=value or key!=value. For each key a string (key:s) or a double (key:d) or a long (key:l) type can be specified. Default type is string. -f Force. Force the execution not to fail on error. -G GRIBEX compatibility mode. -7 Does not fail when the message has wrong length -V Version. AUTHOR
This manpage has been autogenerated by Enrico Zini <enrico@debian.org>from the command line help of grib_get_data. grib_get_data April 2009 GRIB_GET_DATA(1)
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