Variable Star Data
/*--------------------------------------------------------------
SAS Sample Library
Name: ucmex02.sas
Description: Example program from SAS/ETS User's Guide,
The UCM Procedure
Title: Variable Star Data
Product: SAS/ETS Software
Keys: equally spaced univariate time series data
PROC: UCM
Notes:
--------------------------------------------------------------*/
ods graphics on;
data star;
input magnitude @@;
day = _n_;
datalines;
25 28 31 32 33 33 32 31 28 25 22 18
14 10 7 4 2 0 0 0 2 4 8 11
15 19 23 26 29 32 33 34 33 32 30 27
24 20 17 13 10 7 5 3 3 3 4 5
7 10 13 16 19 22 24 26 27 28 29 28
27 25 24 21 19 17 15 13 12 11 11 10
10 11 12 12 13 14 15 16 17 18 19 19
19 19 20 20 20 20 20 20 20 20 21 20
20 20 20 19 18 17 16 15 13 12 11 10
9 9 10 10 11 12 14 16 19 21 24 25
27 28 29 29 28 27 25 23 20 17 14 11
8 5 4 2 2 2 4 6 9 12 16 19
23 27 30 32 33 34 33 32 30 27 24 20
16 12 9 5 3 1 0 0 1 3 6 9
13 17 21 24 27 30 32 33 33 32 31 28
25 22 19 15 12 9 7 5 4 4 5 5
7 9 12 14 17 20 22 24 25 26 27 27
26 25 24 22 20 18 17 15 14 13 13 12
12 12 13 13 13 14 14 15 15 16 17 17
17 17 18 18 19 19 20 20 21 21 22 22
22 22 22 21 20 19 17 16 14 12 11 9
8 7 8 8 9 10 12 14 17 20 23 25
27 29 30 30 30 29 27 25 22 19 16 12
9 6 4 2 1 1 2 4 7 10 14 17
21 25 29 31 33 34 34 33 31 29 26 22
19 14 11 7 4 2 1 0 1 2 5 7
11 15 19 22 25 28 30 32 32 32 31 29
26 23 21 17 14 11 9 7 6 5 6 6
7 9 11 13 15 18 20 22 23 24 25 25
25 24 24 22 21 19 18 17 16 15 15 14
14 14 14 14 14 14 14 14 14 14 15 15
15 15 16 16 17 18 19 20 21 22 23 23
24 24 24 23 22 21 19 17 15 13 11 9
7 6 6 6 7 8 10 12 15 18 22 24
27 29 31 31 31 31 29 27 24 21 18 14
10 7 5 2 1 0 1 2 5 8 12 15
19 23 27 30 32 34 34 34 32 30 28 24
20 16 13 9 6 3 2 1 1 2 4 6
9 13 17 20 23 26 28 30 31 31 31 29
27 24 22 19 16 13 11 9 8 7 7 7
8 9 11 12 14 16 18 20 21 22 23 23
23 23 23 22 21 20 19 18 18 17 17 16
16 16 16 15 15 15 14 14 13 13 13 13
13 13 14 14 15 16 18 19 21 22 24 24
25 26 26 25 24 23 21 19 16 14 12 9
7 5 5 4 5 6 8 10 13 16 20 23
26 29 31 32 32 32 31 29 26 23 20 16
12 8 6 3 1 0 0 1 3 6 10 13
17 21 25 28 31 33 34 34 33 31 29 26
22 18 15 11 8 5 3 2 2 2 4 5
;
proc timeseries data=star plot=series;
var magnitude;
run;
ods output CycleDescription = cycledesc;
proc ucm data=star;
model magnitude;
irregular;
level var=0 noest;
cycle;
cycle;
estimate;
run;
proc print data=cycledesc noobs;
var name type period rho ErrorVar;
run;
