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

634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
634398
633759
622696
634398
634398
634398
634398

7.441
-1634460.991
3.293
1.749
1.020
40.124
1.303
1.566
17657.664
15897.407
2007.847
6.528
57.714
1.766
76.296
24.453
56.647
76.123
23.897
1.131
51.500
3.263
106.266
2003.745
0.189
0.180
0.019
0.019
1.749
1.020
1.749
76.297
24.453
1.020
76.123
23.897
106.029
130109.807
175566.845
1.566
2.899
106.972
171.670
94.634
10265.890
49490.078
479545.195
126038.188
360197.187
1.749
1.749
1.020
1.020

4.857
4979597.842
2.107
0.464
0.139
9.959
0.460
0.496
2209.002
2320.183
6.054
3.425
28.483
0.423
41.133
41.149
26.011
41.446
41.455
0.338
26.395
2.026
558.903
0.436
0.066
0.000
0.006
0.000
0.161
0.007
0.454
41.132
41.150
0.138
41.447
41.455
558.363
78176.842
104315.818
0.496
1.080
83.470
72.573
58.791
5389.585
28676.554
231313.391
186280.618
245867.486
0.464
0.464
0.139
0.139

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
0.180
0.004
0.019
1.280
1.004
0.015
0.015
0.015
0.995
0.995
0.995
3.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
48490.000
1.000
2.000
1.000
1.000
1.000
1.000

22.000
199562.000
10.000
4.000
2.000
99.000
2.000
2.000
21458.000
20865.000
2018.000
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
0.180
0.038
0.019
2.030
1.040
5.993
99.000
99.000
3.111
99.000
99.000
4655.000
270188.000
363727.000
2.000
4.000
260.000
297.000
259.000
20927.000
99126.000
860782.000
861341.000
860824.000
4.000
4.000
2.000
2.000

cattle - sim - ce - 1802

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

1271371

1271455

1271471

1271356

1271471

7.324

-1662126.213

3.430

1.556

1.034

35.137

1.326

4.994

4875646.214

2.331

0.688

0.240

15.763

0.469

0.000

-99100229.00

1.000

0.000

1.000

22.000

199758.000

89.000

9.000

100.000

2.000

cattle - sim - ce - 1802

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	14	0.00	2.00	2.00	0.00
1	181388	14.27	0.00	6.00	0.65
2	45125	3.55	0.00	6.00	0.76
3	96212	7.57	0.00	6.00	0.74
4	49128	3.86	0.00	6.00	0.82
5	46946	3.69	0.00	9.00	0.59
6	238182	18.74	0.00	6.00	0.57
7	235570	18.53	0.00	6.00	0.72
8	1024	0.08	0.00	3.00	0.83
9	15707	1.24	0.00	4.00	0.63
10	45897	3.61	0.00	6.00	0.70
11	41676	3.28	0.00	6.00	0.61
12	60492	4.76	0.00	6.00	0.63
13	1049	0.08	0.00	3.00	0.68
14	91392	7.19	0.00	8.00	0.65
15	940	0.07	0.00	4.00	0.77
16	69933	5.50	0.00	6.00	0.71
17	1598	0.13	0.00	3.00	0.74
18	3485	0.27	0.00	6.00	0.77
19	193	0.02	0.00	3.00	0.58
20	34400	2.71	0.00	4.00	0.73
22	10907	0.86	0.00	6.00	0.69

cattle - sim - ce - 1802

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	100797	15.89	1.00	4.00	0.43
3	44433	7.00	1.00	4.00	0.50
5	14316	2.26	1.00	4.00	0.38
6	156755	24.71	1.00	4.00	0.41
7	141355	22.28	1.00	4.00	0.46
10	24841	3.92	1.00	4.00	0.45
11	16679	2.63	1.00	4.00	0.49
12	30641	4.83	1.00	4.00	0.47
14	41195	6.49	1.00	4.00	0.51
16	40590	6.40	1.00	4.00	0.48
18	4144	0.65	1.00	3.00	0.46
20	12920	2.04	1.00	4.00	0.49
22	5732	0.90	1.00	4.00	0.33

cattle - sim - ce - 1802

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	4107	19.63
4	1139	5.44
5-10	4473	21.37
11-20	3729	17.82
21-30	1998	9.55
31-40	1360	6.50
41-50	917	4.38
51-100	2024	9.67
101-150	634	3.03
151-200	273	1.30
201-250	119	0.57
> 250	154	0.74
Sum	20927	100.00

cattle - sim - ce - 1802

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	10,665	1.00	99.00	10,665	1.00	99.00	10,665	1.00	99.00	10,665	1.00	99.00
1997	15,011	1.00	99.00	15,011	1.00	99.00	15,011	1.00	99.00	15,011	1.00	99.00
1998	18,619	1.00	99.00	18,619	1.00	99.00	18,619	1.00	99.00	18,619	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	19,028	1.00	99.00	19,028	1.00	99.00	19,028	1.00	99.00	19,028	1.00	99.00
2001	22,276	1.00	99.00	22,276	1.00	99.00	22,276	1.00	99.00	22,276	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	37,998	1.00	99.00	37,998	1.00	99.00	37,998	1.00	99.00	37,998	1.00	99.00
2007	40,563	1.00	99.00	40,563	1.00	99.00	40,563	1.00	99.00	40,563	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	39,141	1.00	99.00	39,141	1.00	99.00	39,141	1.00	99.00	39,141	1.00	99.00
2010	36,482	1.00	99.00	36,482	1.00	99.00	36,482	1.00	99.00	36,482	1.00	99.00
2011	16,863	1.00	99.00	16,863	1.00	99.00	16,863	1.00	99.00	16,863	1.00	99.00
2012	1,505	1.00	99.00	1,505	1.00	99.00	1,505	1.00	99.00	1,505	1.00	99.00
2013	37,530	1.00	99.00	37,530	1.00	99.00	37,530	1.00	99.00	37,530	1.00	99.00
2014	37,281	1.00	99.00	37,281	1.00	99.00	37,281	1.00	99.00	37,281	1.00	99.00
2015	35,070	1.00	99.00	35,070	1.00	99.00	35,070	1.00	99.00	35,070	1.00	99.00
2016	32,754	1.00	99.00	32,754	1.00	99.00	32,754	1.00	99.00	32,754	1.00	99.00
2017	29,986	1.00	99.00	29,986	1.00	99.00	29,986	1.00	99.00	29,986	1.00	99.00
2018	19,818	1.00	99.00	19,818	1.00	99.00	19,818	1.00	99.00	19,818	1.00	99.00
Sum	634,398	1.00	99.00	634,398	1.00	99.00	634,398	1.00	99.00	634,398	1.00	99.00

cattle - sim - ce - 1802