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

615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
615181
614540
603452
615181
615181
615181
615181

7.448
-1687461.131
3.287
1.752
1.020
40.163
1.282
1.569
17543.312
15786.546
2007.530
6.573
57.599
1.766
76.227
24.524
56.540
76.053
23.967
1.132
51.424
3.257
108.961
2003.737
0.188
0.179
0.020
0.020
1.752
1.020
1.752
76.228
24.524
1.020
76.053
23.967
108.718
126645.189
170698.948
1.569
2.903
106.926
167.912
94.426
10167.364
48248.126
467574.946
123766.293
348079.346
1.752
1.752
1.020
1.020

4.864
5047584.952
2.105
0.463
0.141
9.991
0.450
0.495
2144.816
2262.738
5.872
3.440
28.440
0.424
41.176
41.192
25.977
41.490
41.499
0.338
26.339
2.024
567.303
0.440
0.067
0.000
0.006
0.000
0.162
0.007
0.453
41.175
41.192
0.142
41.490
41.499
566.755
76429.407
101674.713
0.495
1.079
83.527
70.463
58.892
5350.482
27963.184
225425.519
181350.659
238412.849
0.463
0.463
0.141
0.141

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
0.179
0.005
0.020
1.279
1.005
0.022
0.022
0.022
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
48030.000
1.000
2.000
1.000
1.000
1.000
1.000

22.000
196764.000
10.000
4.000
2.000
99.000
2.000
2.000
21218.000
20594.000
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
0.179
0.038
0.020
2.030
1.040
5.979
99.000
99.000
3.104
99.000
99.000
4655.000
264553.000
355027.000
2.000
4.000
260.000
289.000
259.000
20769.000
96603.000
838390.000
838929.000
838428.000
4.000
4.000
2.000
2.000

cattle - sim - ce - 1801

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

1230998

1231082

1231098

1230984

1231098

7.339

-1718811.671

3.421

1.569

1.035

35.384

1.304

5.003

4944712.768

2.326

0.679

0.243

15.586

0.460

0.000

-99100229.00

1.000

0.000

1.000

22.000

196847.000

89.000

9.000

100.000

2.000

cattle - sim - ce - 1801

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	14	0.00	2.00	2.00	0.00
1	176913	14.37	0.00	6.00	0.64
2	43421	3.53	0.00	6.00	0.76
3	90552	7.36	0.00	6.00	0.73
4	47184	3.83	0.00	6.00	0.81
5	45981	3.74	0.00	9.00	0.59
6	230527	18.73	0.00	6.00	0.56
7	227970	18.52	0.00	6.00	0.71
8	984	0.08	0.00	3.00	0.82
9	14635	1.19	0.00	4.00	0.63
10	44496	3.61	0.00	6.00	0.69
11	40243	3.27	0.00	6.00	0.60
12	59167	4.81	0.00	6.00	0.62
13	1007	0.08	0.00	3.00	0.67
14	89489	7.27	0.00	8.00	0.64
15	871	0.07	0.00	4.00	0.77
16	68438	5.56	0.00	6.00	0.70
17	1536	0.12	0.00	3.00	0.72
18	3191	0.26	0.00	6.00	0.76
19	188	0.02	0.00	3.00	0.58
20	33532	2.72	0.00	4.00	0.72
22	10547	0.86	0.00	6.00	0.68

cattle - sim - ce - 1801

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	98414	16.00	1.00	4.00	0.43
3	42389	6.89	1.00	4.00	0.50
5	13756	2.24	1.00	4.00	0.38
6	151232	24.58	1.00	4.00	0.40
7	137520	22.35	1.00	4.00	0.47
10	24138	3.92	1.00	4.00	0.45
11	15703	2.55	1.00	4.00	0.48
12	29944	4.87	1.00	4.00	0.47
14	40237	6.54	1.00	4.00	0.51
16	39927	6.49	1.00	4.00	0.49
18	3922	0.64	1.00	3.00	0.46
20	12415	2.02	1.00	4.00	0.48
22	5584	0.91	1.00	4.00	0.33

cattle - sim - ce - 1801

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	4069	19.59
4	1147	5.52
5-10	4463	21.49
11-20	3753	18.07
21-30	1989	9.58
31-40	1337	6.44
41-50	918	4.42
51-100	1972	9.49
101-150	628	3.02
151-200	243	1.17
201-250	112	0.54
> 250	138	0.66
Sum	20769	100.00

cattle - sim - ce - 1801

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	37,529	1.00	99.00	37,529	1.00	99.00	37,529	1.00	99.00	37,529	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	35,069	1.00	99.00	35,069	1.00	99.00	35,069	1.00	99.00	35,069	1.00	99.00
2016	32,751	1.00	99.00	32,751	1.00	99.00	32,751	1.00	99.00	32,751	1.00	99.00
2017	29,781	1.00	99.00	29,781	1.00	99.00	29,781	1.00	99.00	29,781	1.00	99.00
2018	811	1.00	99.00	811	1.00	99.00	811	1.00	99.00	811	1.00	99.00
Sum	615,181	1.00	99.00	615,181	1.00	99.00	615,181	1.00	99.00	615,181	1.00	99.00

cattle - sim - ce - 1801