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

691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
691515
690838
679756
691515
691515
691515
691515

7.423
-1495440.247
3.302
1.742
1.018
39.997
1.356
1.560
17983.039
16216.816
2008.738
6.524
57.909
1.766
76.268
24.474
56.823
76.096
23.922
1.130
51.630
3.271
99.613
2003.766
0.192
0.183
0.018
0.017
1.742
1.018
1.742
76.268
24.473
1.018
76.096
23.922
99.391
140873.568
190677.633
1.560
2.887
107.088
182.360
103.292
10573.461
52686.399
518373.688
133858.461
397509.514
1.742
1.742
1.018
1.018

4.844
4794616.368
2.114
0.466
0.134
9.920
0.479
0.496
2389.737
2489.007
6.548
3.429
28.623
0.423
41.154
41.169
26.126
41.464
41.472
0.337
26.553
2.032
537.168
0.424
0.065
0.000
0.006
0.000
0.159
0.007
0.457
41.153
41.169
0.130
41.464
41.472
536.644
83352.013
112223.952
0.496
1.081
83.459
78.511
64.709
5534.340
30428.102
248810.760
200467.314
267957.365
0.466
0.466
0.134
0.134

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
0.183
0.004
0.017
1.254
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
53360.000
1.000
2.000
1.000
1.000
1.000
1.000

22.000
212781.000
10.000
4.000
2.000
99.000
2.000
2.000
22180.000
21589.000
2020.000
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
0.183
0.038
0.017
2.030
1.040
6.030
99.000
99.000
3.126
99.000
99.000
4659.000
288001.000
390862.000
2.000
4.000
260.000
320.000
286.000
21456.000
105626.000
930643.000
931292.000
930733.000
4.000
4.000
2.000
2.000

cattle - sim - ce - 2001

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

1383000

1383085

1383101

1382979

1383101

7.295

-1522026.202

3.449

1.522

1.032

34.536

1.381

4.974

4698642.546

2.341

0.711

0.230

16.167

0.486

0.000

-99100229.00

1.000

0.000

1.000

22.000

213159.000

89.000

9.000

100.000

2.000

cattle - sim - ce - 2001

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	14	0.00	2.00	2.00	0.00
1	193935	14.02	0.00	6.00	0.66
2	49749	3.60	0.00	6.00	0.78
3	110088	7.96	0.00	6.00	0.76
4	54446	3.94	0.00	6.00	0.84
5	49456	3.58	0.00	9.00	0.60
6	260124	18.81	0.00	6.00	0.58
7	256424	18.54	0.00	6.00	0.75
8	1169	0.08	0.00	3.00	0.85
9	18958	1.37	0.00	4.00	0.63
10	49783	3.60	0.00	6.00	0.72
11	45431	3.29	0.00	6.00	0.61
12	64508	4.66	0.00	6.00	0.66
13	1568	0.11	0.00	3.00	0.75
14	96666	6.99	0.00	8.00	0.66
15	1205	0.09	0.00	4.00	0.75
16	73914	5.34	0.00	6.00	0.74
17	2018	0.15	0.00	3.00	0.81
18	4422	0.32	0.00	6.00	0.78
19	215	0.02	0.00	3.00	0.57
20	36962	2.67	0.00	4.00	0.74
22	11826	0.86	0.00	6.00	0.72

cattle - sim - ce - 2001

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	108620	15.71	1.00	4.00	0.43
3	49550	7.17	1.00	4.00	0.50
5	15851	2.29	1.00	4.00	0.38
6	174092	25.18	1.00	4.00	0.41
7	152150	22.00	1.00	4.00	0.46
10	26987	3.90	1.00	4.00	0.46
11	19343	2.80	1.00	4.00	0.50
12	32864	4.75	1.00	4.00	0.48
14	44034	6.37	1.00	4.00	0.51
16	42291	6.12	1.00	4.00	0.48
18	5041	0.73	1.00	4.00	0.45
20	14549	2.10	1.00	4.00	0.50
22	6143	0.89	1.00	4.00	0.32

cattle - sim - ce - 2001

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	4171	19.44
4	1150	5.36
5-10	4526	21.09
11-20	3796	17.69
21-30	1999	9.32
31-40	1352	6.30
41-50	987	4.60
51-100	2072	9.66
101-150	721	3.36
151-200	317	1.48
201-250	162	0.76
> 250	203	0.95
Sum	21456	100.00

cattle - sim - ce - 2001

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	35,736	1.00	99.00	35,736	1.00	99.00	35,736	1.00	99.00	35,736	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	27,741	1.00	99.00	27,741	1.00	99.00	27,741	1.00	99.00	27,741	1.00	99.00
2020	17,285	1.00	99.00	17,285	1.00	99.00	17,285	1.00	99.00	17,285	1.00	99.00
Sum	691,515	1.00	99.00	691,515	1.00	99.00	691,515	1.00	99.00	691,515	1.00	99.00

cattle - sim - ce - 2001