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

709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
709206
708524
697449
709206
709206
709206
709206

7.414
-1456203.672
3.304
1.739
1.018
39.964
1.372
1.559
18090.160
16322.427
2009.031
6.519
57.959
1.766
76.273
24.466
56.865
76.102
23.916
1.130
51.654
3.273
97.677
2003.771
0.193
0.184
0.017
0.016
1.739
1.018
1.739
76.274
24.465
1.018
76.102
23.916
97.461
144086.866
195459.708
1.559
2.884
107.073
185.879
107.351
10663.678
53675.087
530064.032
136752.481
408701.709
1.739
1.739
1.018
1.018

4.837
4740804.733
2.116
0.467
0.132
9.899
0.483
0.497
2452.988
2549.212
6.722
3.445
28.667
0.423
41.151
41.166
26.159
41.461
41.468
0.336
26.599
2.034
530.589
0.420
0.065
0.000
0.006
0.000
0.159
0.007
0.458
41.150
41.167
0.128
41.461
41.468
530.071
85028.466
114770.850
0.497
1.081
83.458
80.589
67.502
5578.139
30975.641
254294.293
205914.325
274767.866
0.467
0.467
0.132
0.132

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
0.184
0.004
0.016
1.242
1.004
-0.009
-0.009
-0.009
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
54522.000
1.000
2.000
1.000
1.000
1.000
1.000

22.000
216531.000
10.000
4.000
2.000
99.000
2.000
2.000
22437.000
21848.000
2021.000
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
0.184
0.038
0.016
2.030
1.040
6.041
99.000
99.000
3.115
99.000
99.000
4659.000
293730.000
399687.000
2.000
4.000
260.000
329.000
299.000
21575.000
107653.000
952056.000
952764.000
952193.000
4.000
4.000
2.000
2.000

cattle - sim - ce - 2102

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

1420730

1420815

1420831

1420706

1420831

7.286

-1479457.715

3.454

1.512

1.031

34.348

1.397

4.967

4643011.112

2.343

0.718

0.227

16.288

0.489

0.000

-99100229.00

1.000

0.000

1.000

22.000

217744.000

89.000

9.000

100.000

2.000

cattle - sim - ce - 2102

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	14	0.00	2.00	2.00	0.00
1	198007	13.94	0.00	6.00	0.67
2	51342	3.61	0.00	6.00	0.78
3	115162	8.11	0.00	6.00	0.77
4	56133	3.95	0.00	6.00	0.84
5	50262	3.54	0.00	9.00	0.61
6	267624	18.84	0.00	6.00	0.59
7	263319	18.54	0.00	6.00	0.75
8	1232	0.09	0.00	3.00	0.85
9	20158	1.42	0.00	4.00	0.63
10	50999	3.59	0.00	6.00	0.73
11	46687	3.29	0.00	6.00	0.61
12	65782	4.63	0.00	6.00	0.66
13	1789	0.13	0.00	3.00	0.75
14	98377	6.92	0.00	8.00	0.66
15	1366	0.10	0.00	4.00	0.71
16	75280	5.30	0.00	6.00	0.75
17	2165	0.15	0.00	3.00	0.81
18	4781	0.34	0.00	6.00	0.78
19	217	0.02	0.00	3.00	0.57
20	37835	2.66	0.00	4.00	0.74
22	12077	0.85	0.00	6.00	0.73

cattle - sim - ce - 2102

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	111020	15.65	1.00	4.00	0.43
3	51419	7.25	1.00	4.00	0.50
5	16365	2.31	1.00	4.00	0.38
6	179445	25.30	1.00	4.00	0.41
7	155389	21.91	1.00	4.00	0.46
10	27578	3.89	1.00	4.00	0.46
11	20240	2.85	1.00	4.00	0.50
12	33529	4.73	1.00	4.00	0.48
14	44907	6.33	1.00	4.00	0.51
16	42781	6.03	1.00	4.00	0.48
18	5360	0.76	1.00	4.00	0.44
20	14939	2.11	1.00	4.00	0.50
22	6234	0.88	1.00	4.00	0.32

cattle - sim - ce - 2102

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	4171	19.33
4	1157	5.36
5-10	4540	21.04
11-20	3785	17.54
21-30	2011	9.32
31-40	1373	6.36
41-50	977	4.53
51-100	2079	9.64
101-150	767	3.56
151-200	324	1.50
201-250	165	0.76
> 250	226	1.05
Sum	21575	100.00

cattle - sim - ce - 2102

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	27,754	1.00	99.00	27,754	1.00	99.00	27,754	1.00	99.00	27,754	1.00	99.00
2020	25,975	1.00	99.00	25,975	1.00	99.00	25,975	1.00	99.00	25,975	1.00	99.00
2021	8,988	1.00	99.00	8,988	1.00	99.00	8,988	1.00	99.00	8,988	1.00	99.00
Sum	709,206	1.00	99.00	709,206	1.00	99.00	709,206	1.00	99.00	709,206	1.00	99.00

cattle - sim - ce - 2102