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

573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573756
573117
561984
573756
573756
573756
573756

7.457
-1813396.912
3.271
1.756
1.022
40.250
1.230
1.574
17298.437
15550.418
2006.864
6.524
57.312
1.763
76.000
24.756
56.266
75.824
24.198
1.134
51.184
3.241
114.895
2003.718
0.185
0.176
0.021
0.022
1.756
1.022
1.756
76.001
24.755
1.022
75.824
24.198
114.633
119182.675
160266.140
1.574
2.911
106.851
159.868
86.042
9947.244
45900.966
441674.938
118512.075
322080.013
1.756
1.756
1.022
1.022

4.879
5204019.579
2.101
0.461
0.146
10.056
0.421
0.494
2009.977
2145.451
5.510
3.422
28.373
0.425
41.316
41.333
25.923
41.632
41.642
0.341
26.228
2.020
586.721
0.450
0.068
0.000
0.006
0.000
0.167
0.007
0.451
41.315
41.333
0.150
41.632
41.642
586.155
72601.041
95926.892
0.494
1.080
83.734
66.035
53.260
5261.879
26679.588
212686.511
169494.678
221889.872
0.461
0.461
0.146
0.146

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
0.176
0.005
0.022
1.276
1.005
0.038
0.038
0.038
0.994
0.994
0.994
3.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
47173.000
1.000
2.000
1.000
1.000
1.000
1.000

22.000
183501.000
10.000
4.000
2.000
99.000
2.000
2.000
20717.000
20129.000
2016.000
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
0.176
0.038
0.022
2.030
1.040
5.947
99.000
99.000
3.094
99.000
99.000
4655.000
252443.000
336401.000
2.000
4.000
260.000
272.000
233.000
20395.000
91895.000
789968.000
790476.000
790003.000
4.000
4.000
2.000
2.000

cattle - sim - ce - 1603

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

1143983

1144067

1144083

1143985

1144083

7.372

-1854122.703

3.397

1.601

1.038

35.966

1.251

5.022

5103967.439

2.318

0.652

0.252

15.138

0.434

0.000

-99100229.00

1.000

0.000

1.000

22.000

183730.000

89.000

9.000

100.000

2.000

cattle - sim - ce - 1603

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	14	0.00	2.00	2.00	0.00
1	166403	14.55	0.00	6.00	0.61
2	39122	3.42	0.00	6.00	0.73
3	81449	7.12	0.00	6.00	0.71
4	43208	3.78	0.00	6.00	0.78
5	43617	3.81	0.00	9.00	0.57
6	213510	18.67	0.00	6.00	0.54
7	210716	18.42	0.00	6.00	0.68
8	897	0.08	0.00	3.00	0.77
9	12784	1.12	0.00	4.00	0.63
10	41173	3.60	0.00	6.00	0.65
11	37208	3.25	0.00	6.00	0.60
12	56370	4.93	0.00	6.00	0.59
13	827	0.07	0.00	3.00	0.64
14	85331	7.46	0.00	8.00	0.63
15	752	0.07	0.00	4.00	0.77
16	65017	5.68	0.00	6.00	0.67
17	1426	0.12	0.00	3.00	0.67
18	2655	0.23	0.00	6.00	0.72
19	183	0.02	0.00	3.00	0.58
20	31428	2.75	0.00	4.00	0.70
22	9797	0.86	0.00	6.00	0.63

cattle - sim - ce - 1603

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	92871	16.19	1.00	4.00	0.43
3	38886	6.78	1.00	4.00	0.50
5	12477	2.17	1.00	4.00	0.38
6	139423	24.30	1.00	4.00	0.40
7	129290	22.53	1.00	4.00	0.47
10	22361	3.90	1.00	4.00	0.44
11	13659	2.38	1.00	4.00	0.46
12	28366	4.94	1.00	4.00	0.46
14	38074	6.64	1.00	4.00	0.51
16	38256	6.67	1.00	4.00	0.49
18	3417	0.60	1.00	3.00	0.46
20	11395	1.99	1.00	4.00	0.47
22	5281	0.92	1.00	4.00	0.33

cattle - sim - ce - 1603

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	4039	19.80
4	1143	5.60
5-10	4486	22.00
11-20	3697	18.13
21-30	2003	9.82
31-40	1280	6.28
41-50	919	4.51
51-100	1865	9.14
101-150	568	2.78
151-200	188	0.92
201-250	97	0.48
> 250	110	0.54
Sum	20395	100.00

cattle - sim - ce - 1603

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	40,561	1.00	99.00	40,561	1.00	99.00	40,561	1.00	99.00	40,561	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	39,139	1.00	99.00	39,139	1.00	99.00	39,139	1.00	99.00	39,139	1.00	99.00
2010	36,483	1.00	99.00	36,483	1.00	99.00	36,483	1.00	99.00	36,483	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	37,528	1.00	99.00	37,528	1.00	99.00	37,528	1.00	99.00	37,528	1.00	99.00
2014	37,271	1.00	99.00	37,271	1.00	99.00	37,271	1.00	99.00	37,271	1.00	99.00
2015	35,055	1.00	99.00	35,055	1.00	99.00	35,055	1.00	99.00	35,055	1.00	99.00
2016	21,950	1.00	99.00	21,950	1.00	99.00	21,950	1.00	99.00	21,950	1.00	99.00
Sum	573,756	1.00	99.00	573,756	1.00	99.00	573,756	1.00	99.00	573,756	1.00	99.00

cattle - sim - ce - 1603