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

595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595999
595358
584245
595999
595999
595999
595999

7.450
-1743638.700
3.278
1.754
1.021
40.201
1.258
1.571
17429.909
15677.791
2007.224
6.521
57.447
1.764
76.085
24.668
56.393
75.910
24.111
1.133
51.300
3.248
111.559
2003.728
0.187
0.177
0.020
0.021
1.754
1.021
1.754
76.086
24.668
1.021
75.910
24.111
111.308
123230.925
165902.609
1.571
2.906
106.893
164.187
90.232
10064.435
47276.365
455626.806
121599.203
336020.765
1.754
1.754
1.021
1.021

4.869
5118278.561
2.103
0.462
0.143
10.022
0.438
0.495
2082.206
2209.078
5.708
3.439
28.411
0.424
41.264
41.280
25.953
41.579
41.588
0.340
26.285
2.022
576.065
0.445
0.068
0.000
0.006
0.000
0.165
0.007
0.452
41.263
41.281
0.145
41.579
41.588
575.510
74737.631
99084.951
0.495
1.080
83.649
68.407
56.057
5306.322
27441.961
219552.602
176319.147
230848.749
0.462
0.462
0.143
0.143

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
0.177
0.005
0.021
1.277
1.005
0.029
0.029
0.029
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
47616.000
1.000
2.000
1.000
1.000
1.000
1.000

22.000
187933.000
10.000
4.000
2.000
99.000
2.000
2.000
21002.000
20398.000
2017.000
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
0.177
0.038
0.021
2.030
1.040
5.965
99.000
99.000
3.089
99.000
99.000
4655.000
259142.000
346559.000
2.000
4.000
260.000
282.000
246.000
20586.000
94631.000
816048.000
816583.000
816085.000
4.000
4.000
2.000
2.000

cattle - sim - ce - 1702

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

1193864

1193948

1193964

1193853

1193964

7.350

-1774172.892

3.409

1.581

1.037

35.608

1.283

5.011

5010878.240

2.323

0.669

0.247

15.420

0.450

0.000

-99100229.00

1.000

0.000

1.000

22.000

188392.000

89.000

9.000

100.000

2.000

cattle - sim - ce - 1702

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	14	0.00	2.00	2.00	0.00
1	172349	14.44	0.00	6.00	0.63
2	41679	3.49	0.00	6.00	0.74
3	87317	7.31	0.00	6.00	0.72
4	45441	3.81	0.00	6.00	0.80
5	44982	3.77	0.00	9.00	0.58
6	223006	18.68	0.00	6.00	0.55
7	220458	18.47	0.00	6.00	0.70
8	948	0.08	0.00	3.00	0.80
9	13846	1.16	0.00	4.00	0.63
10	43034	3.60	0.00	6.00	0.67
11	38926	3.26	0.00	6.00	0.60
12	57920	4.85	0.00	6.00	0.61
13	950	0.08	0.00	3.00	0.67
14	87583	7.34	0.00	8.00	0.64
15	813	0.07	0.00	4.00	0.77
16	67003	5.61	0.00	6.00	0.69
17	1488	0.12	0.00	3.00	0.70
18	2970	0.25	0.00	6.00	0.74
19	187	0.02	0.00	3.00	0.58
20	32638	2.73	0.00	4.00	0.71
22	10203	0.85	0.00	6.00	0.66

cattle - sim - ce - 1702

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	95777	16.07	1.00	4.00	0.43
3	41055	6.89	1.00	4.00	0.50
5	13107	2.20	1.00	4.00	0.38
6	145694	24.45	1.00	4.00	0.40
7	133694	22.43	1.00	4.00	0.47
10	23334	3.92	1.00	4.00	0.44
11	14731	2.47	1.00	4.00	0.47
12	29182	4.90	1.00	4.00	0.46
14	39207	6.58	1.00	4.00	0.51
16	39216	6.58	1.00	4.00	0.49
18	3665	0.61	1.00	3.00	0.46
20	11919	2.00	1.00	4.00	0.48
22	5418	0.91	1.00	4.00	0.33

cattle - sim - ce - 1702

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	4040	19.62
4	1149	5.58
5-10	4482	21.77
11-20	3717	18.06
21-30	2008	9.75
31-40	1308	6.35
41-50	910	4.42
51-100	1912	9.29
101-150	613	2.98
151-200	217	1.05
201-250	111	0.54
> 250	119	0.58
Sum	20586	100.00

cattle - sim - ce - 1702

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	16,859	1.00	99.00	16,859	1.00	99.00	16,859	1.00	99.00	16,859	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	32,743	1.00	99.00	32,743	1.00	99.00	32,743	1.00	99.00	32,743	1.00	99.00
2017	11,422	1.00	99.00	11,422	1.00	99.00	11,422	1.00	99.00	11,422	1.00	99.00
Sum	595,999	1.00	99.00	595,999	1.00	99.00	595,999	1.00	99.00	595,999	1.00	99.00

cattle - sim - ce - 1702