CRO BV Cattle

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika podataka za izračun UV

region
herd
parity
calvdiff
stillb
weight
source
sex
birth_dt
birth_dt_dam
ycalv
mcalv
age_c
parity2
calvdiff1
calvdiff2
age_c2
stillb1
stillb2
sex1
age_x
parity_c
n_hycalv
ycalv2
varObsCE
varExpCE
varObsSB
varExpSB
meanObsCE
meanObsSB
calvdiffs
calvdiff1s
calvdiff2s
stillbs
stillb1s
stillb2s
n_hycalv1
perma
perm2a
sexa
sexpa
sexpaga
calvsa
regya
herda
herdya
idanima
idsirea
iddama
y3103
y3104
y3105
y3106

767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767715
767034
755988
767715
767715
767715
767715

7.397
-1338854.882
3.305
1.731
1.016
39.823
1.420
1.554
18452.796
16682.239
2010.022
6.541
58.051
1.767
76.363
24.368
56.946
76.194
23.823
1.129
51.732
3.274
92.157
2003.789
0.195
0.187
0.016
0.014
1.731
1.016
1.731
76.363
24.368
1.016
76.194
23.823
91.957
154223.246
210424.333
1.554
2.875
106.832
197.793
115.830
10974.939
56426.086
568225.746
145883.937
445194.685
1.731
1.731
1.016
1.016

4.829
4574904.593
2.115
0.470
0.127
9.913
0.494
0.497
2675.540
2763.863
7.328
3.439
28.703
0.423
41.097
41.112
26.171
41.403
41.410
0.335
26.638
2.033
510.438
0.408
0.063
0.000
0.006
0.000
0.159
0.007
0.461
41.096
41.112
0.120
41.404
41.410
509.938
90388.591
123144.130
0.497
1.081
83.329
87.902
73.126
5729.723
32446.736
272445.818
222963.617
297153.562
0.470
0.470
0.127
0.127

1.000
-99100229.00
1.000
1.000
1.000
0.000
1.000
1.000
12452.000
7716.000
1995.000
1.000
18.000
1.000
1.000
1.000
18.000
1.000
1.000
1.000
0.000
1.000
3.000
2003.000
0.045
0.187
0.003
0.014
1.218
1.003
-0.023
-0.023
-0.023
0.996
0.996
0.996
3.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
58142.000
1.000
2.000
1.000
1.000
1.000
1.000

22.000
228127.000
10.000
4.000
2.000
100.000
2.000
2.000
23361.000
22716.000
2023.000
12.000
162.000
2.000
99.000
99.000
108.000
99.000
99.000
2.000
132.000
8.000
4661.000
2004.000
0.262
0.187
0.038
0.014
2.030
1.040
6.070
99.000
99.000
3.132
99.000
99.000
4659.000
311969.000
428261.000
2.000
4.000
260.000
359.000
325.000
21990.000
113387.000
1022497.000
1023385.000
1022750.000
4.000
4.000
2.000
2.000

cattle - sim - ce - 2302

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

1540799

1540884

1540900

1540772

1540900

7.269

-1357170.476

3.464

1.482

1.028

33.791

1.444

4.953

4478302.435

2.347

0.734

0.218

16.632

0.497

0.000

-99100229.00

1.000

0.000

1.000

22.000

228127.000

89.000

9.000

100.000

2.000

cattle - sim - ce - 2302

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	14	0.00	2.00	2.00	0.00
1	210675	13.67	0.00	6.00	0.68
2	56352	3.66	0.00	6.00	0.79
3	130555	8.47	0.00	6.00	0.78
4	61657	4.00	0.00	6.00	0.85
5	52773	3.43	0.00	9.00	0.61
6	291539	18.92	0.00	6.00	0.60
7	284736	18.48	0.00	6.00	0.77
8	1493	0.10	0.00	3.00	0.85
9	24442	1.59	0.00	4.00	0.62
10	54763	3.55	0.00	6.00	0.75
11	50694	3.29	0.00	6.00	0.61
12	70142	4.55	0.00	6.00	0.69
13	2749	0.18	0.00	3.00	0.72
14	103819	6.74	0.00	8.00	0.67
15	2020	0.13	0.00	4.00	0.63
16	79209	5.14	0.00	6.00	0.78
17	2796	0.18	0.00	3.00	0.81
18	6224	0.40	0.00	6.00	0.75
19	231	0.01	0.00	3.00	0.56
20	40784	2.65	0.00	4.00	0.77
22	13007	0.84	0.00	6.00	0.75

cattle - sim - ce - 2302

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	119352	15.55	1.00	4.00	0.43
3	56831	7.40	1.00	4.00	0.51
5	18074	2.35	1.00	4.00	0.37
6	196702	25.62	1.00	4.00	0.42
7	166360	21.67	1.00	4.00	0.46
10	29403	3.83	1.00	4.00	0.47
11	23196	3.02	1.00	4.00	0.51
12	35903	4.68	1.00	4.00	0.49
14	48018	6.25	1.00	4.00	0.51
16	44021	5.73	1.00	4.00	0.49
18	6732	0.88	1.00	4.00	0.42
20	16422	2.14	1.00	4.00	0.50
22	6701	0.87	1.00	4.00	0.32

cattle - sim - ce - 2302

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	4220	19.19
4	1171	5.33
5-10	4598	20.91
11-20	3805	17.30
21-30	2020	9.19
31-40	1372	6.24
41-50	996	4.53
51-100	2128	9.68
101-150	824	3.75
151-200	350	1.59
201-250	213	0.97
> 250	293	1.33
Sum	21990	100.00

cattle - sim - ce - 2302

Herd effect

Descriptive statistics by year of testing for milk traits

Year of test	calvdiff1			calvdiff2			stillb1			stillb2
Year of test	N	Min	Max	N	Min	Max	N	Min	Max	N	Min	Max
1995	3,821	1.00	99.00	3,821	1.00	99.00	3,821	1.00	99.00	3,821	1.00	99.00
1996	10,668	1.00	99.00	10,668	1.00	99.00	10,668	1.00	99.00	10,668	1.00	99.00
1997	15,021	1.00	99.00	15,021	1.00	99.00	15,021	1.00	99.00	15,021	1.00	99.00
1998	18,651	1.00	99.00	18,651	1.00	99.00	18,651	1.00	99.00	18,651	1.00	99.00
1999	20,048	1.00	99.00	20,048	1.00	99.00	20,048	1.00	99.00	20,048	1.00	99.00
2000	19,044	1.00	99.00	19,044	1.00	99.00	19,044	1.00	99.00	19,044	1.00	99.00
2001	22,295	1.00	99.00	22,295	1.00	99.00	22,295	1.00	99.00	22,295	1.00	99.00
2002	25,834	1.00	99.00	25,834	1.00	99.00	25,834	1.00	99.00	25,834	1.00	99.00
2003	26,771	1.00	99.00	26,771	1.00	99.00	26,771	1.00	99.00	26,771	1.00	99.00
2004	30,843	1.00	99.00	30,843	1.00	99.00	30,843	1.00	99.00	30,843	1.00	99.00
2005	35,737	1.00	99.00	35,737	1.00	99.00	35,737	1.00	99.00	35,737	1.00	99.00
2006	38,113	1.00	99.00	38,113	1.00	99.00	38,113	1.00	99.00	38,113	1.00	99.00
2007	40,616	1.00	99.00	40,616	1.00	99.00	40,616	1.00	99.00	40,616	1.00	99.00
2008	40,950	1.00	99.00	40,950	1.00	99.00	40,950	1.00	99.00	40,950	1.00	99.00
2009	39,209	1.00	99.00	39,209	1.00	99.00	39,209	1.00	99.00	39,209	1.00	99.00
2010	36,992	1.00	99.00	36,992	1.00	99.00	36,992	1.00	99.00	36,992	1.00	99.00
2011	18,943	1.00	99.00	18,943	1.00	99.00	18,943	1.00	99.00	18,943	1.00	99.00
2012	1,612	1.00	99.00	1,612	1.00	99.00	1,612	1.00	99.00	1,612	1.00	99.00
2013	37,536	1.00	99.00	37,536	1.00	99.00	37,536	1.00	99.00	37,536	1.00	99.00
2014	37,288	1.00	99.00	37,288	1.00	99.00	37,288	1.00	99.00	37,288	1.00	99.00
2015	35,072	1.00	99.00	35,072	1.00	99.00	35,072	1.00	99.00	35,072	1.00	99.00
2016	32,760	1.00	99.00	32,760	1.00	99.00	32,760	1.00	99.00	32,760	1.00	99.00
2017	30,008	1.00	99.00	30,008	1.00	99.00	30,008	1.00	99.00	30,008	1.00	99.00
2018	28,659	1.00	99.00	28,659	1.00	99.00	28,659	1.00	99.00	28,659	1.00	99.00
2019	27,756	1.00	99.00	27,756	1.00	99.00	27,756	1.00	99.00	27,756	1.00	99.00
2020	25,981	1.00	99.00	25,981	1.00	99.00	25,981	1.00	99.00	25,981	1.00	99.00
2021	25,821	1.00	99.00	25,821	1.00	99.00	25,821	1.00	99.00	25,821	1.00	99.00
2022	22,814	1.00	99.00	22,814	1.00	99.00	22,814	1.00	99.00	22,814	1.00	99.00
2023	18,852	1.00	99.00	18,852	1.00	99.00	18,852	1.00	99.00	18,852	1.00	99.00
Sum	767,715	1.00	99.00	767,715	1.00	99.00	767,715	1.00	99.00	767,715	1.00	99.00

cattle - sim - ce - 2302