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

663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663691
663046
651961
663691
663691
663691
663691

7.435
-1559351.624
3.300
1.745
1.019
40.058
1.334
1.563
17832.693
16068.404
2008.325
6.532
57.846
1.766
76.294
24.450
56.768
76.122
23.897
1.131
51.588
3.269
102.605
2003.756
0.191
0.182
0.018
0.018
1.745
1.019
1.745
76.295
24.450
1.019
76.122
23.897
102.379
135834.546
183326.946
1.563
2.892
107.078
177.420
98.923
10427.266
51137.965
499604.435
130250.112
379674.902
1.745
1.745
1.019
1.019

4.855
4881021.006
2.111
0.465
0.136
9.934
0.472
0.496
2308.364
2411.852
6.325
3.426
28.562
0.423
41.136
41.152
26.076
41.447
41.455
0.337
26.487
2.030
546.791
0.430
0.066
0.000
0.006
0.000
0.160
0.007
0.456
41.135
41.152
0.134
41.448
41.455
546.261
80926.999
108381.185
0.496
1.080
83.445
75.838
61.631
5465.230
29576.269
240474.312
193779.182
257437.216
0.465
0.465
0.136
0.136

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
0.182
0.004
0.018
1.261
1.004
0.003
0.003
0.003
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
50847.000
1.000
2.000
1.000
1.000
1.000
1.000

22.000
206555.000
10.000
4.000
2.000
99.000
2.000
2.000
21844.000
21230.000
2019.000
12.000
162.000
2.000
99.000
99.000
108.000
99.000
99.000
2.000
132.000
8.000
4657.000
2004.000
0.262
0.182
0.038
0.018
2.030
1.040
6.018
99.000
99.000
3.118
99.000
99.000
4655.000
279554.000
377513.000
2.000
4.000
260.000
309.000
272.000
21215.000
102457.000
897057.000
897654.000
897111.000
4.000
4.000
2.000
2.000

cattle - sim - ce - 1902

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

1331718

1331803

1331819

1331700

1331819

7.307

-1583601.155

3.442

1.537

1.033

34.806

1.357

4.983

4777539.113

2.336

0.701

0.234

15.991

0.479

0.000

-99100229.00

1.000

0.000

1.000

22.000

206686.000

89.000

9.000

100.000

2.000

cattle - sim - ce - 1902

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	14	0.00	2.00	2.00	0.00
1	188345	14.14	0.00	6.00	0.65
2	47683	3.58	0.00	6.00	0.77
3	103590	7.78	0.00	6.00	0.75
4	51983	3.90	0.00	6.00	0.83
5	48340	3.63	0.00	9.00	0.60
6	249966	18.77	0.00	6.00	0.58
7	246885	18.54	0.00	6.00	0.74
8	1086	0.08	0.00	3.00	0.84
9	17337	1.30	0.00	4.00	0.63
10	48069	3.61	0.00	6.00	0.71
11	43704	3.28	0.00	6.00	0.61
12	62671	4.71	0.00	6.00	0.64
13	1291	0.10	0.00	3.00	0.72
14	94265	7.08	0.00	8.00	0.65
15	1064	0.08	0.00	4.00	0.76
16	72150	5.42	0.00	6.00	0.73
17	1769	0.13	0.00	3.00	0.78
18	3974	0.30	0.00	6.00	0.78
19	207	0.02	0.00	3.00	0.57
20	35786	2.69	0.00	4.00	0.73
22	11423	0.86	0.00	6.00	0.71

cattle - sim - ce - 1902

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	104919	15.81	1.00	4.00	0.43
3	47034	7.09	1.00	4.00	0.50
5	15121	2.28	1.00	4.00	0.38
6	165257	24.90	1.00	4.00	0.41
7	146906	22.13	1.00	4.00	0.46
10	25976	3.91	1.00	4.00	0.46
11	17992	2.71	1.00	4.00	0.50
12	31809	4.79	1.00	4.00	0.48
14	42709	6.44	1.00	4.00	0.51
16	41568	6.26	1.00	4.00	0.48
18	4626	0.70	1.00	4.00	0.45
20	13818	2.08	1.00	4.00	0.49
22	5956	0.90	1.00	4.00	0.33

cattle - sim - ce - 1902

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	4141	19.52
4	1156	5.45
5-10	4508	21.25
11-20	3743	17.64
21-30	2000	9.43
31-40	1375	6.48
41-50	952	4.49
51-100	2063	9.72
101-150	665	3.13
151-200	299	1.41
201-250	137	0.65
> 250	176	0.83
Sum	21215	100.00

cattle - sim - ce - 1902

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	10,665	1.00	99.00	10,665	1.00	99.00	10,665	1.00	99.00	10,665	1.00	99.00
1997	15,011	1.00	99.00	15,011	1.00	99.00	15,011	1.00	99.00	15,011	1.00	99.00
1998	18,619	1.00	99.00	18,619	1.00	99.00	18,619	1.00	99.00	18,619	1.00	99.00
1999	20,028	1.00	99.00	20,028	1.00	99.00	20,028	1.00	99.00	20,028	1.00	99.00
2000	19,028	1.00	99.00	19,028	1.00	99.00	19,028	1.00	99.00	19,028	1.00	99.00
2001	22,276	1.00	99.00	22,276	1.00	99.00	22,276	1.00	99.00	22,276	1.00	99.00
2002	25,821	1.00	99.00	25,821	1.00	99.00	25,821	1.00	99.00	25,821	1.00	99.00
2003	26,764	1.00	99.00	26,764	1.00	99.00	26,764	1.00	99.00	26,764	1.00	99.00
2004	30,800	1.00	99.00	30,800	1.00	99.00	30,800	1.00	99.00	30,800	1.00	99.00
2005	35,683	1.00	99.00	35,683	1.00	99.00	35,683	1.00	99.00	35,683	1.00	99.00
2006	37,998	1.00	99.00	37,998	1.00	99.00	37,998	1.00	99.00	37,998	1.00	99.00
2007	40,563	1.00	99.00	40,563	1.00	99.00	40,563	1.00	99.00	40,563	1.00	99.00
2008	40,891	1.00	99.00	40,891	1.00	99.00	40,891	1.00	99.00	40,891	1.00	99.00
2009	39,141	1.00	99.00	39,141	1.00	99.00	39,141	1.00	99.00	39,141	1.00	99.00
2010	36,481	1.00	99.00	36,481	1.00	99.00	36,481	1.00	99.00	36,481	1.00	99.00
2011	16,865	1.00	99.00	16,865	1.00	99.00	16,865	1.00	99.00	16,865	1.00	99.00
2012	1,505	1.00	99.00	1,505	1.00	99.00	1,505	1.00	99.00	1,505	1.00	99.00
2013	37,530	1.00	99.00	37,530	1.00	99.00	37,530	1.00	99.00	37,530	1.00	99.00
2014	37,283	1.00	99.00	37,283	1.00	99.00	37,283	1.00	99.00	37,283	1.00	99.00
2015	35,070	1.00	99.00	35,070	1.00	99.00	35,070	1.00	99.00	35,070	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	30,006	1.00	99.00	30,006	1.00	99.00	30,006	1.00	99.00	30,006	1.00	99.00
2018	28,645	1.00	99.00	28,645	1.00	99.00	28,645	1.00	99.00	28,645	1.00	99.00
2019	20,437	1.00	99.00	20,437	1.00	99.00	20,437	1.00	99.00	20,437	1.00	99.00
Sum	663,691	1.00	99.00	663,691	1.00	99.00	663,691	1.00	99.00	663,691	1.00	99.00

cattle - sim - ce - 1902