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

561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561639
561000
549856
561639
561639
561639
561639

7.458
-1853481.848
3.266
1.757
1.022
40.280
1.213
1.576
17227.257
15481.949
2006.669
6.527
57.223
1.763
75.915
24.842
56.181
75.738
24.284
1.135
51.113
3.236
116.873
2003.712
0.184
0.175
0.022
0.023
1.757
1.022
1.757
75.916
24.842
1.022
75.738
24.284
116.607
116987.912
157192.332
1.576
2.914
106.846
157.529
85.879
9883.175
45227.566
434060.546
116981.019
314478.686
1.757
1.757
1.022
1.022

4.883
5252355.977
2.100
0.461
0.147
10.065
0.410
0.494
1970.906
2112.144
5.403
3.447
28.357
0.426
41.368
41.385
25.914
41.685
41.695
0.342
26.203
2.019
592.805
0.453
0.069
0.000
0.007
0.000
0.169
0.007
0.451
41.367
41.385
0.152
41.685
41.695
592.234
71449.759
94201.188
0.494
1.080
83.811
64.751
53.312
5237.270
26313.450
208874.109
165828.502
216868.468
0.461
0.461
0.147
0.147

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
0.175
0.005
0.023
1.276
1.005
0.044
0.044
0.044
0.994
0.994
0.994
3.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
47037.000
1.000
2.000
1.000
1.000
1.000
1.000

22.000
182586.000
10.000
4.000
2.000
99.000
2.000
2.000
20611.000
20056.000
2016.000
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
0.263
0.175
0.038
0.023
2.030
1.040
5.935
99.000
99.000
3.085
99.000
99.000
4655.000
248964.000
330948.000
2.000
4.000
260.000
269.000
233.000
20280.000
90529.000
775627.000
776123.000
775659.000
4.000
4.000
2.000
2.000

cattle - sim - ce - 1601

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

1128386

1128470

1128486

1128389

1128486

7.376

-1880541.241

3.392

1.608

1.039

36.094

1.241

5.025

5134130.389

2.317

0.646

0.254

15.031

0.428

0.000

-99100229.00

1.000

0.000

1.000

22.000

183200.000

89.000

9.000

100.000

2.000

cattle - sim - ce - 1601

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	14	0.00	2.00	2.00	0.00
1	164528	14.58	0.00	6.00	0.61
2	38460	3.41	0.00	6.00	0.72
3	79820	7.07	0.00	6.00	0.70
4	42392	3.76	0.00	6.00	0.77
5	43188	3.83	0.00	9.00	0.56
6	210611	18.67	0.00	6.00	0.54
7	207799	18.42	0.00	6.00	0.67
8	886	0.08	0.00	3.00	0.76
9	12355	1.10	0.00	4.00	0.62
10	40624	3.60	0.00	6.00	0.65
11	36711	3.25	0.00	6.00	0.59
12	55771	4.94	0.00	6.00	0.59
13	803	0.07	0.00	3.00	0.63
14	84439	7.48	0.00	8.00	0.63
15	721	0.06	0.00	4.00	0.76
16	64285	5.70	0.00	6.00	0.67
17	1409	0.12	0.00	3.00	0.66
18	2548	0.23	0.00	6.00	0.72
19	181	0.02	0.00	3.00	0.56
20	31075	2.75	0.00	4.00	0.69
22	9671	0.86	0.00	6.00	0.61

cattle - sim - ce - 1601

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	91258	16.25	1.00	4.00	0.43
3	37988	6.76	1.00	4.00	0.50
5	12097	2.15	1.00	4.00	0.39
6	135965	24.21	1.00	4.00	0.40
7	126672	22.55	1.00	4.00	0.47
10	21900	3.90	1.00	4.00	0.44
11	13209	2.35	1.00	4.00	0.45
12	27886	4.97	1.00	4.00	0.45
14	37366	6.65	1.00	4.00	0.51
16	37779	6.73	1.00	4.00	0.49
18	3240	0.58	1.00	3.00	0.46
20	11098	1.98	1.00	4.00	0.47
22	5181	0.92	1.00	4.00	0.34

cattle - sim - ce - 1601

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	4039	19.92
4	1146	5.65
5-10	4494	22.16
11-20	3694	18.21
21-30	1966	9.69
31-40	1283	6.33
41-50	921	4.54
51-100	1801	8.88
101-150	558	2.75
151-200	195	0.96
201-250	76	0.37
> 250	107	0.53
Sum	20280	100.00

cattle - sim - ce - 1601

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	10,664	1.00	99.00	10,664	1.00	99.00	10,664	1.00	99.00	10,664	1.00	99.00
1997	15,001	1.00	99.00	15,001	1.00	99.00	15,001	1.00	99.00	15,001	1.00	99.00
1998	18,603	1.00	99.00	18,603	1.00	99.00	18,603	1.00	99.00	18,603	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	19,027	1.00	99.00	19,027	1.00	99.00	19,027	1.00	99.00	19,027	1.00	99.00
2001	22,274	1.00	99.00	22,274	1.00	99.00	22,274	1.00	99.00	22,274	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	37,997	1.00	99.00	37,997	1.00	99.00	37,997	1.00	99.00	37,997	1.00	99.00
2007	40,561	1.00	99.00	40,561	1.00	99.00	40,561	1.00	99.00	40,561	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	39,136	1.00	99.00	39,136	1.00	99.00	39,136	1.00	99.00	39,136	1.00	99.00
2010	36,479	1.00	99.00	36,479	1.00	99.00	36,479	1.00	99.00	36,479	1.00	99.00
2011	16,856	1.00	99.00	16,856	1.00	99.00	16,856	1.00	99.00	16,856	1.00	99.00
2012	1,488	1.00	99.00	1,488	1.00	99.00	1,488	1.00	99.00	1,488	1.00	99.00
2013	37,509	1.00	99.00	37,509	1.00	99.00	37,509	1.00	99.00	37,509	1.00	99.00
2014	37,093	1.00	99.00	37,093	1.00	99.00	37,093	1.00	99.00	37,093	1.00	99.00
2015	35,049	1.00	99.00	35,049	1.00	99.00	35,049	1.00	99.00	35,049	1.00	99.00
2016	10,094	1.00	99.00	10,094	1.00	99.00	10,094	1.00	99.00	10,094	1.00	99.00
Sum	561,639	1.00	99.00	561,639	1.00	99.00	561,639	1.00	99.00	561,639	1.00	99.00

cattle - sim - ce - 1601