topic Re: Values in fields-number of months passed since month in SAS Programming

Values in fields-number of months passed since month

Ronein — Thu, 24 Jun 2021 13:55:26 GMT

Hello,

I have the following task:

For each customer ID there are multiple columns with information on varaible X and varaible W during the months Jan 2021 till Jun 2021

( The names of the columns X are in format XYYMM ,for example:X2101 is varaible X in Jan 2021)

( The names of the columns W are in format XYYMM,for example:W2104 is varaible X in April 2021).

There is also another column called month (numeric ) with values structure YYMM

(for example: 2103 is March 2021).

There are 3 versions for the soure data set (Have1 ,Have2,Have3).

Task1 is to convert values to null in columns that lower than month value.

For example:

For Customer ID=1 ,month=2102 so X2101 and X2102 and W2101 and W2102 should be converted to null values.

Task2 is to create new varaibles: X1,X2,X3,X4,X5,X6,W1,W2,W3,W4,W5,W6 with information by number of months that passes since the month value.

May anyone show a code that create "Wanted1" and "wanted2" data sets?

What source data set is the best structure to work with? Have1 or Have2 or Have3?

The task is to follow up the customer since he recieved a drug and it is important for us to look on the values by the times passes since he recieved the treatment ...

Re: Values in fields-number of months passed since month

PaigeMiller — Thu, 24 Jun 2021 14:14:31 GMT

Can you please provide the data in a SAS data step (instead of an Excel file)?

Re: Values in fields-number of months passed since month

Ronein — Thu, 24 Jun 2021 18:06:51 GMT

Re: Values in fields-number of months passed since month

Ronein — Thu, 24 Jun 2021 18:28:37 GMT

/***I am sending two ways to represet  source data set so you can work on each of them in order to get the desired wanted data set***/ 													
													
Data  Have1;													
Input ID month $  X2101 X2102 X2103 X2104 X2105 X2106 W2101 W2102 W2103 W2104 W2105 W2106													
cards;													
1	2102	10	8	42	43	19	32	9	7	38	39	17	29
2	2104	14	4	32	54	26	42	13	4	29	49	23	38
3	2101	25	5	13	65	73	43	23	5	12	59	66	39
4	2102	62	77	76	34	32	2	56	69	68	31	29	2
5	2103	42	34	54	54	65	34	38	31	49	49	59	31
6	2104	34	54	34	65	65	98	31	49	31	59	59	88
;													
Run;													
													
													
Data  Have2;													
Input ID mon $ X    W month $;													
cards;													
1	2101	10	9	2102									
1	2102	8	7	2102									
1	2103	42	38	2102									
1	2104	43	39	2102									
1	2105	19	17	2102									
1	2106	32	29	2102									
2	2101	14	13	2104									
2	2102	4	4	2104									
2	2103	32	29	2104									
2	2104	54	49	2104									
2	2105	26	23	2104									
2	2106	42	38	2104									
3	2101	25	23	2101									
3	2102	5	5	2101									
3	2103	13	12	2101									
3	2104	65	59	2101									
3	2105	73	66	2101									
3	2106	43	39	2101									
4	2101	62	56	2102									
4	2102	77	69	2102									
4	2103	76	68	2102									
4	2104	34	31	2102									
4	2105	32	29	2102									
4	2106	2	2	2102									
5	2101	42	38	2103									
5	2102	34	31	2103									
5	2103	54	49	2103									
5	2104	54	49	2103									
5	2105	65	59	2103									
5	2106	34	31	2103									
6	2101	34	31	2104									
6	2102	54	49	2104									
6	2103	34	31	2104									
6	2104	65	59	2104									
6	2105	65	59	2104									
6	2106	98	88	2104									
;													
Run;

Re: Values in fields-number of months passed since month

PaigeMiller — Thu, 24 Jun 2021 19:04:45 GMT

I know we have discussed this before. Maxim 19, Long beats Wide.

You need to transpose the data set to a long data set, then leave it as long; and then most of what you describe will be easy, and furthermore, the subsequent analysis will also be easier.

I don't have time to write code for you right now. Why don't you see if you can use PROC TRANSPOSE to obtain a long data set and then make missing values as needed.