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

788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
788515
787832
776777
788515
788515
788515
788515

7.390
-1301225.384
3.305
1.727
1.016
39.770
1.435
1.553
18587.381
16815.733
2010.391
6.539
58.087
1.768
76.397
24.330
56.981
76.229
23.787
1.128
51.781
3.274
90.330
2003.794
0.196
0.188
0.016
0.014
1.727
1.016
1.727
76.398
24.330
1.016
76.229
23.787
90.136
157779.893
215625.040
1.553
2.873
106.751
202.215
123.855
11071.298
57470.065
581389.855
148897.421
458062.567
1.727
1.727
1.016
1.016

4.829
4519966.449
2.113
0.471
0.125
9.923
0.496
0.497
2763.815
2848.732
7.569
3.449
28.693
0.422
41.076
41.091
26.160
41.381
41.388
0.334
26.636
2.032
503.802
0.404
0.063
0.000
0.006
0.000
0.159
0.007
0.462
41.075
41.091
0.118
41.382
41.388
503.309
92279.329
126108.671
0.497
1.081
83.254
90.802
78.872
5774.008
33010.905
278832.087
229313.925
304930.119
0.471
0.471
0.125
0.125

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
0.188
0.003
0.014
1.209
1.003
-0.031
-0.031
-0.031
0.997
0.997
0.997
3.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
59203.000
1.000
2.000
1.000
1.000
1.000
1.000

22.000
234243.000
10.000
4.000
2.000
100.000
2.000
2.000
23792.000
23194.000
2025.000
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
0.188
0.038
0.014
2.030
1.040
6.086
99.000
99.000
3.135
99.000
99.000
4659.000
318422.000
438283.000
2.000
4.000
260.000
373.000
351.000
22089.000
115540.000
1047077.000
1048007.000
1047350.000
4.000
4.000
2.000
2.000

cattle - sim - ce - 2501

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

1591044

1591129

1591145

1591017

1591145

7.262

-1311247.530

3.468

1.469

1.027

33.547

1.462

4.946

4414383.006

2.347

0.741

0.215

16.777

0.499

0.000

-99100229.00

1.000

0.000

1.000

22.000

234680.000

89.000

9.000

100.000

2.000

cattle - sim - ce - 2501

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	14	0.00	2.00	2.00	0.00
1	215830	13.57	0.00	6.00	0.68
2	58385	3.67	0.00	6.00	0.79
3	137046	8.61	0.00	6.00	0.79
4	63999	4.02	0.00	6.00	0.86
5	53742	3.38	0.00	9.00	0.61
6	301833	18.97	0.00	6.00	0.61
7	293532	18.45	0.00	6.00	0.77
8	1637	0.10	0.00	3.00	0.84
9	26527	1.67	0.00	4.00	0.62
10	56321	3.54	0.00	6.00	0.76
11	52558	3.30	0.00	6.00	0.62
12	72041	4.53	0.00	6.00	0.70
13	3237	0.20	0.00	3.00	0.70
14	105616	6.64	0.00	8.00	0.67
15	2419	0.15	0.00	4.00	0.60
16	80502	5.06	0.00	6.00	0.80
17	3243	0.20	0.00	3.00	0.79
18	6871	0.43	0.00	6.00	0.74
19	237	0.01	0.00	3.00	0.56
20	41998	2.64	0.00	4.00	0.77
22	13331	0.84	0.00	6.00	0.75

cattle - sim - ce - 2501

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	122461	15.53	1.00	4.00	0.44
3	58781	7.45	1.00	4.00	0.51
5	18697	2.37	1.00	4.00	0.37
6	202738	25.71	1.00	4.00	0.42
7	170316	21.60	1.00	4.00	0.46
10	30097	3.82	1.00	4.00	0.47
11	24280	3.08	1.00	4.00	0.51
12	36714	4.66	1.00	4.00	0.50
14	48871	6.20	1.00	4.00	0.51
16	44189	5.60	1.00	4.00	0.49
18	7410	0.94	1.00	4.00	0.42
20	17106	2.17	1.00	4.00	0.50
22	6855	0.87	1.00	4.00	0.32

cattle - sim - ce - 2501

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	4222	19.11
4	1175	5.32
5-10	4609	20.87
11-20	3817	17.28
21-30	2027	9.18
31-40	1371	6.21
41-50	996	4.51
51-100	2116	9.58
101-150	847	3.83
151-200	355	1.61
201-250	229	1.04
> 250	325	1.47
Sum	22089	100.00

cattle - sim - ce - 2501

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	25,983	1.00	99.00	25,983	1.00	99.00	25,983	1.00	99.00	25,983	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	22,815	1.00	99.00	22,815	1.00	99.00	22,815	1.00	99.00	22,815	1.00	99.00
2023	20,360	1.00	99.00	20,360	1.00	99.00	20,360	1.00	99.00	20,360	1.00	99.00
2024	17,839	1.00	99.00	17,839	1.00	99.00	17,839	1.00	99.00	17,839	1.00	99.00
2025	1,450	1.00	99.00	1,450	1.00	99.00	1,450	1.00	99.00	1,450	1.00	99.00
Sum	788,515	1.00	99.00	788,515	1.00	99.00	788,515	1.00	99.00	788,515	1.00	99.00

cattle - sim - ce - 2501