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

736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736697
736015
724965
736697
736697
736697
736697

7.406
-1398798.358
3.304
1.735
1.017
39.906
1.396
1.557
18258.469
16489.465
2009.492
6.516
58.000
1.766
76.285
24.450
56.900
76.114
23.903
1.130
51.680
3.273
94.924
2003.780
0.194
0.186
0.017
0.015
1.735
1.017
1.735
76.285
24.450
1.017
76.114
23.903
94.716
148972.893
202645.516
1.557
2.879
107.011
191.409
111.571
10813.077
55077.019
548282.223
141336.583
426002.523
1.735
1.735
1.017
1.017

4.832
4660662.559
2.116
0.468
0.130
9.877
0.489
0.497
2554.228
2647.115
7.000
3.442
28.702
0.423
41.145
41.160
26.182
41.453
41.461
0.336
26.634
2.035
520.829
0.414
0.064
0.000
0.006
0.000
0.159
0.007
0.459
41.144
41.160
0.124
41.454
41.460
520.321
87623.870
118755.427
0.497
1.081
83.441
83.915
70.303
5652.511
31737.298
262861.228
214224.450
285367.664
0.468
0.468
0.130
0.130

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
0.186
0.003
0.015
1.229
1.003
-0.017
-0.017
-0.017
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
56412.000
1.000
2.000
1.000
1.000
1.000
1.000

22.000
223107.000
10.000
4.000
2.000
99.000
2.000
2.000
22839.000
22253.000
2022.000
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
0.186
0.038
0.015
2.030
1.040
6.057
99.000
99.000
3.126
99.000
99.000
4659.000
302521.000
413316.000
2.000
4.000
260.000
342.000
312.000
21796.000
110552.000
985479.000
986261.000
985654.000
4.000
4.000
2.000
2.000

cattle - sim - ce - 2202

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

1476545

1476630

1476646

1476519

1476646

7.276

-1420235.546

3.459

1.497

1.030

34.087

1.420

4.961

4564231.910

2.346

0.726

0.223

16.449

0.494

0.000

-99100229.00

1.000

0.000

1.000

22.000

224145.000

89.000

9.000

100.000

2.000

cattle - sim - ce - 2202

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	14	0.00	2.00	2.00	0.00
1	203925	13.81	0.00	6.00	0.67
2	53656	3.63	0.00	6.00	0.79
3	122631	8.31	0.00	6.00	0.78
4	58721	3.98	0.00	6.00	0.85
5	51473	3.49	0.00	9.00	0.61
6	278646	18.87	0.00	6.00	0.59
7	273229	18.51	0.00	6.00	0.76
8	1350	0.09	0.00	3.00	0.86
9	21982	1.49	0.00	4.00	0.62
10	52758	3.57	0.00	6.00	0.74
11	48547	3.29	0.00	6.00	0.61
12	67717	4.59	0.00	6.00	0.68
13	2161	0.15	0.00	3.00	0.74
14	100981	6.84	0.00	8.00	0.66
15	1640	0.11	0.00	4.00	0.67
16	77216	5.23	0.00	6.00	0.77
17	2407	0.16	0.00	3.00	0.82
18	5420	0.37	0.00	6.00	0.76
19	225	0.02	0.00	3.00	0.56
20	39184	2.65	0.00	4.00	0.76
22	12538	0.85	0.00	6.00	0.74

cattle - sim - ce - 2202

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	114759	15.58	1.00	4.00	0.43
3	54146	7.35	1.00	4.00	0.51
5	17153	2.33	1.00	4.00	0.37
6	187582	25.46	1.00	4.00	0.42
7	160454	21.78	1.00	4.00	0.46
10	28468	3.86	1.00	4.00	0.47
11	21651	2.94	1.00	4.00	0.51
12	34616	4.70	1.00	4.00	0.49
14	46408	6.30	1.00	4.00	0.51
16	43494	5.90	1.00	4.00	0.48
18	5981	0.81	1.00	4.00	0.43
20	15521	2.11	1.00	4.00	0.50
22	6464	0.88	1.00	4.00	0.32

cattle - sim - ce - 2202

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	4220	19.36
4	1164	5.34
5-10	4549	20.87
11-20	3789	17.38
21-30	2036	9.34
31-40	1378	6.32
41-50	971	4.45
51-100	2113	9.69
101-150	786	3.61
151-200	355	1.63
201-250	184	0.84
> 250	251	1.15
Sum	21796	100.00

cattle - sim - ce - 2202

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	37,535	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	25,979	1.00	99.00	25,979	1.00	99.00	25,979	1.00	99.00	25,979	1.00	99.00
2021	25,816	1.00	99.00	25,816	1.00	99.00	25,816	1.00	99.00	25,816	1.00	99.00
2022	10,658	1.00	99.00	10,658	1.00	99.00	10,658	1.00	99.00	10,658	1.00	99.00
Sum	736,697	1.00	99.00	736,697	1.00	99.00	736,697	1.00	99.00	736,697	1.00	99.00

cattle - sim - ce - 2202