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

803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
803545
802862
791812
803545
803545
803545
803545

7.382
-1274991.804
3.307
1.725
1.016
39.726
1.446
1.551
18687.903
16915.002
2010.665
6.546
58.128
1.768
76.429
24.296
57.021
76.261
23.754
1.128
51.834
3.276
89.128
2003.798
0.197
0.189
0.015
0.014
1.725
1.016
1.725
76.429
24.296
1.016
76.261
23.755
88.937
160371.621
219378.370
1.551
2.871
106.743
205.517
126.883
11146.187
58098.975
590851.965
151887.223
467458.331
1.725
1.725
1.016
1.016

4.827
4481201.923
2.113
0.472
0.124
9.929
0.497
0.497
2832.276
2913.913
7.755
3.446
28.693
0.422
41.057
41.072
26.159
41.361
41.368
0.334
26.648
2.031
499.161
0.401
0.063
0.000
0.006
0.000
0.160
0.007
0.463
41.056
41.072
0.117
41.361
41.368
498.672
93635.509
128215.091
0.497
1.081
83.206
93.051
80.956
5809.830
33336.728
283454.460
234792.422
310567.296
0.472
0.472
0.124
0.124

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
0.189
0.003
0.014
1.203
1.003
-0.033
-0.033
-0.033
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
59910.000
1.000
2.000
1.000
1.000
1.000
1.000

22.000
236514.000
10.000
4.000
2.000
100.000
2.000
2.000
24117.000
23516.000
2026.000
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
0.189
0.038
0.014
2.030
1.040
6.090
99.000
99.000
3.135
99.000
99.000
4659.000
323039.000
445416.000
2.000
4.000
260.000
384.000
359.000
22168.000
116859.000
1064735.000
1065692.000
1065024.000
4.000
4.000
2.000
2.000

cattle - sim - ce - 2601

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

1622381

1622466

1622482

1622354

1622482

7.259

-1283946.998

3.470

1.461

1.027

33.387

1.472

4.942

4375886.623

2.348

0.745

0.212

16.869

0.499

0.000

-99100229.00

1.000

0.000

1.000

22.000

236859.000

89.000

9.000

100.000

2.000

cattle - sim - ce - 2601

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	14	0.00	2.00	2.00	0.00
1	219018	13.50	0.00	6.00	0.68
2	59652	3.68	0.00	6.00	0.80
3	141144	8.70	0.00	6.00	0.79
4	65466	4.04	0.00	6.00	0.86
5	54328	3.35	0.00	9.00	0.61
6	308129	18.99	0.00	6.00	0.62
7	298793	18.42	0.00	6.00	0.78
8	1736	0.11	0.00	3.00	0.83
9	27963	1.72	0.00	4.00	0.62
10	57424	3.54	0.00	6.00	0.76
11	53651	3.31	0.00	6.00	0.62
12	73230	4.51	0.00	6.00	0.70
13	3641	0.22	0.00	3.00	0.69
14	106647	6.57	0.00	8.00	0.67
15	2740	0.17	0.00	4.00	0.60
16	81383	5.02	0.00	6.00	0.80
17	3537	0.22	0.00	3.00	0.78
18	7292	0.45	0.00	6.00	0.73
19	240	0.01	0.00	3.00	0.57
20	42679	2.63	0.00	4.00	0.77
22	13549	0.84	0.00	6.00	0.76

cattle - sim - ce - 2601

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	124699	15.52	1.00	4.00	0.44
3	60413	7.52	1.00	4.00	0.51
5	19177	2.39	1.00	4.00	0.36
6	207173	25.78	1.00	4.00	0.42
7	173058	21.54	1.00	4.00	0.46
10	30650	3.81	1.00	4.00	0.48
11	25018	3.11	1.00	4.00	0.51
12	37279	4.64	1.00	4.00	0.50
14	49355	6.14	1.00	4.00	0.51
16	44348	5.52	1.00	4.00	0.49
18	7936	0.99	1.00	4.00	0.41
20	17481	2.18	1.00	4.00	0.50
22	6958	0.87	1.00	4.00	0.32

cattle - sim - ce - 2601

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	4233	19.10
4	1176	5.30
5-10	4617	20.83
11-20	3821	17.24
21-30	2044	9.22
31-40	1359	6.13
41-50	1002	4.52
51-100	2115	9.54
101-150	846	3.82
151-200	386	1.74
201-250	220	0.99
> 250	349	1.57
Sum	22168	100.00

cattle - sim - ce - 2601

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	20,029	1.00	99.00	20,029	1.00	99.00	20,029	1.00	99.00	20,029	1.00	99.00
2000	19,026	1.00	99.00	19,026	1.00	99.00	19,026	1.00	99.00	19,026	1.00	99.00
2001	22,293	1.00	99.00	22,293	1.00	99.00	22,293	1.00	99.00	22,293	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	38,112	1.00	99.00	38,112	1.00	99.00	38,112	1.00	99.00	38,112	1.00	99.00
2007	40,615	1.00	99.00	40,615	1.00	99.00	40,615	1.00	99.00	40,615	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	27,757	1.00	99.00	27,757	1.00	99.00	27,757	1.00	99.00	27,757	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	25,823	1.00	99.00	25,823	1.00	99.00	25,823	1.00	99.00	25,823	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	20,364	1.00	99.00	20,364	1.00	99.00	20,364	1.00	99.00	20,364	1.00	99.00
2024	17,849	1.00	99.00	17,849	1.00	99.00	17,849	1.00	99.00	17,849	1.00	99.00
2025	16,422	1.00	99.00	16,422	1.00	99.00	16,422	1.00	99.00	16,422	1.00	99.00
2026	82	1.00	99.00	82	1.00	99.00	82	1.00	99.00	82	1.00	99.00
Sum	803,545	1.00	99.00	803,545	1.00	99.00	803,545	1.00	99.00	803,545	1.00	99.00

cattle - sim - ce - 2601