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

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727328
716258
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7.410
-1416495.218
3.305
1.736
1.017
39.924
1.389
1.557
18204.916
16435.698
2009.343
6.545
58.007
1.767
76.301
24.435
56.908
76.131
23.886
1.129
51.685
3.274
95.846
2003.777
0.194
0.185
0.017
0.016
1.736
1.017
1.736
76.302
24.435
1.017
76.131
23.887
95.635
147435.541
200357.604
1.557
2.881
107.048
189.649
111.493
10767.161
54553.647
542487.476
139324.403
420517.868
1.736
1.736
1.017
1.017

4.833
4685534.876
2.117
0.468
0.130
9.879
0.487
0.497
2521.621
2614.584
6.906
3.447
28.697
0.423
41.134
41.149
26.179
41.443
41.450
0.336
26.632
2.035
523.850
0.416
0.064
0.000
0.006
0.000
0.159
0.007
0.459
41.133
41.149
0.125
41.443
41.450
523.339
86762.459
117436.432
0.497
1.081
83.436
82.844
70.327
5630.348
31438.063
260143.667
210994.795
281972.641
0.468
0.468
0.130
0.130

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
0.185
0.003
0.016
1.233
1.003
-0.014
-0.014
-0.014
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
55779.000
1.000
2.000
1.000
1.000
1.000
1.000

22.000
220742.000
10.000
4.000
2.000
99.000
2.000
2.000
22705.000
22117.000
2022.000
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
0.185
0.038
0.016
2.030
1.040
6.052
99.000
99.000
3.125
99.000
99.000
4659.000
299621.000
408810.000
2.000
4.000
260.000
338.000
312.000
21741.000
109469.000
974863.000
975607.000
975024.000
4.000
4.000
2.000
2.000

cattle - sim - ce - 2201

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

1457732

1457817

1457833

1457706

1457833

7.282

-1439752.634

3.458

1.502

1.030

34.180

1.412

4.963

4590323.655

2.345

0.723

0.224

16.388

0.492

0.000

-99100229.00

1.000

0.000

1.000

22.000

222322.000

89.000

9.000

100.000

2.000

cattle - sim - ce - 2201

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	14	0.00	2.00	2.00	0.00
1	202078	13.86	0.00	6.00	0.67
2	52984	3.63	0.00	6.00	0.78
3	119013	8.16	0.00	6.00	0.77
4	57837	3.97	0.00	6.00	0.85
5	51124	3.51	0.00	9.00	0.61
6	275327	18.89	0.00	6.00	0.59
7	270204	18.54	0.00	6.00	0.76
8	1294	0.09	0.00	3.00	0.86
9	21226	1.46	0.00	4.00	0.63
10	52247	3.58	0.00	6.00	0.74
11	47981	3.29	0.00	6.00	0.61
12	67074	4.60	0.00	6.00	0.67
13	1959	0.13	0.00	3.00	0.75
14	100192	6.87	0.00	8.00	0.66
15	1520	0.10	0.00	4.00	0.68
16	76644	5.26	0.00	6.00	0.76
17	2306	0.16	0.00	3.00	0.82
18	5201	0.36	0.00	6.00	0.77
19	220	0.02	0.00	3.00	0.56
20	38754	2.66	0.00	4.00	0.75
22	12409	0.85	0.00	6.00	0.74

cattle - sim - ce - 2201

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	113657	15.61	1.00	4.00	0.43
3	52864	7.26	1.00	4.00	0.50
5	16960	2.33	1.00	4.00	0.37
6	185197	25.44	1.00	4.00	0.41
7	158916	21.83	1.00	4.00	0.46
10	28212	3.88	1.00	4.00	0.46
11	21214	2.91	1.00	4.00	0.50
12	34233	4.70	1.00	4.00	0.49
14	45978	6.32	1.00	4.00	0.51
16	43274	5.94	1.00	4.00	0.48
18	5787	0.79	1.00	4.00	0.43
20	15319	2.10	1.00	4.00	0.50
22	6402	0.88	1.00	4.00	0.32

cattle - sim - ce - 2201

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	4201	19.32
4	1164	5.35
5-10	4548	20.92
11-20	3795	17.46
21-30	2027	9.32
31-40	1378	6.34
41-50	972	4.47
51-100	2129	9.79
101-150	761	3.50
151-200	346	1.59
201-250	182	0.84
> 250	238	1.09
Sum	21741	100.00

cattle - sim - ce - 2201

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	37,535	1.00	99.00	37,535	1.00	99.00	37,535	1.00	99.00	37,535	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	27,754	1.00	99.00	27,754	1.00	99.00	27,754	1.00	99.00	27,754	1.00	99.00
2020	25,979	1.00	99.00	25,979	1.00	99.00	25,979	1.00	99.00	25,979	1.00	99.00
2021	25,735	1.00	99.00	25,735	1.00	99.00	25,735	1.00	99.00	25,735	1.00	99.00
2022	2,055	1.00	99.00	2,055	1.00	99.00	2,055	1.00	99.00	2,055	1.00	99.00
Sum	728,013	1.00	99.00	728,013	1.00	99.00	728,013	1.00	99.00	728,013	1.00	99.00

cattle - sim - ce - 2201