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

283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
283862
281708
280589
283862
283862
283862
283862

11.873
-1084419.512
2.301
1.593
1.049
35.865
1.304
1.546
17906.795
16521.056
2008.524
6.661
45.434
1.620
61.972
38.620
45.270
61.761
38.287
1.210
45.434
2.238
361.094
2003.833
0.255
0.306
0.046
0.042
1.593
1.049
1.593
61.973
38.619
1.049
61.761
38.288
360.971
71347.080
98493.243
1.546
2.712
90.111
174.846
125.631
2478.622
7034.963
242980.252
237098.951
190890.145
1.593
1.593
1.049
1.049

4.702
4080939.015
1.460
0.543
0.215
11.382
0.460
0.498
1835.112
1957.970
5.012
3.468
21.154
0.485
47.275
47.296
20.581
47.543
47.555
0.408
21.154
1.284
480.093
0.373
0.086
0.000
0.010
0.000
0.198
0.012
0.588
47.274
47.297
0.204
47.543
47.555
480.063
43058.753
59202.672
0.498
1.103
78.292
60.291
51.347
1184.850
4203.264
96387.928
187645.604
131789.364
0.543
0.543
0.215
0.215

1.000
-21270001.00
1.000
1.000
1.000
0.000
1.000
1.000
12513.000
8705.000
1997.000
1.000
18.000
1.000
1.000
1.000
18.000
1.000
1.000
1.000
18.000
1.000
3.000
2003.000
0.008
0.306
0.016
0.042
1.300
1.017
-4.187
-4.187
-4.187
0.990
0.990
0.990
3.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
56937.000
3.000
4.000
1.000
1.000
1.000
1.000

22.000
182681.000
10.000
4.000
2.000
98.000
2.000
2.000
20718.000
20119.000
2016.000
12.000
162.000
2.000
99.000
99.000
108.000
99.000
99.000
2.000
162.000
5.000
2201.000
2004.000
0.350
0.306
0.092
0.042
2.020
1.102
6.283
99.000
99.000
2.589
99.000
99.000
2201.000
147375.000
203176.000
2.000
4.000
229.000
267.000
216.000
4227.000
15280.000
426892.000
430943.000
429630.000
4.000
4.000
2.000
2.000

cattle - hol - ce - 1603

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

438991

439017

439020

439006

439020

11.282

-1263592.029

2.327

1.581

1.075

35.111

1.268

5.195

4281383.554

1.534

0.651

0.339

12.577

0.443

0.000

-99100229.00

1.000

0.000

1.000

22.000

183051.000

94.000

9.000

6.000

100.000

2.000

cattle - hol - ce - 1603

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	8	0.00	1.00	2.00	0.35
1	25107	5.72	0.00	6.00	0.56
2	3686	0.84	0.00	6.00	0.59
3	13382	3.05	0.00	6.00	0.57
4	12529	2.85	0.00	6.00	0.64
5	15296	3.48	0.00	6.00	0.46
6	36394	8.29	0.00	6.00	0.53
7	45369	10.34	0.00	7.00	0.62
8	1060	0.24	0.00	3.00	0.54
9	1908	0.43	0.00	6.00	0.56
10	9532	2.17	0.00	6.00	0.67
11	3800	0.87	0.00	6.00	0.53
12	11971	2.73	0.00	8.00	0.60
13	13470	3.07	0.00	9.00	0.79
14	156905	35.74	0.00	6.00	0.65
15	976	0.22	0.00	6.00	0.54
16	52431	11.94	0.00	6.00	0.72
17	1813	0.41	0.00	6.00	0.58
18	7416	1.69	0.00	6.00	0.65
19	45	0.01	1.00	2.00	0.47
20	24452	5.57	0.00	7.00	0.70
22	1429	0.33	0.00	4.00	0.50

cattle - hol - ce - 1603

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	13843	4.88	1.00	4.00	0.53
3	5567	1.96	1.00	4.00	0.51
4	5705	2.01	1.00	4.00	0.50
5	5407	1.90	1.00	4.00	0.30
6	23826	8.39	1.00	4.00	0.45
7	27641	9.74	1.00	4.00	0.49
10	5580	1.97	1.00	4.00	0.52
11	1259	0.44	1.00	4.00	0.29
12	6169	2.17	1.00	4.00	0.47
14	128730	45.35	1.00	4.00	0.55
16	39110	13.78	1.00	4.00	0.57
18	20168	7.10	1.00	4.00	0.55
22	857	0.30	1.00	4.00	0.47

cattle - hol - ce - 1603

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	1022	24.18
4	310	7.33
5-10	957	22.64
11-20	678	16.04
21-30	324	7.67
31-40	210	4.97
41-50	132	3.12
51-100	296	7.00
101-150	112	2.65
151-200	43	1.02
201-250	28	0.66
> 250	115	2.72
Sum	4227	100.00

cattle - hol - 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
1997	5,379	1.00	99.00	5,379	1.00	99.00	5,379	1.00	99.00	5,379	1.00	99.00
1998	4,564	1.00	99.00	4,564	1.00	99.00	4,564	1.00	99.00	4,564	1.00	99.00
1999	6,441	1.00	99.00	6,441	1.00	99.00	6,441	1.00	99.00	6,441	1.00	99.00
2000	6,804	1.00	99.00	6,804	1.00	99.00	6,804	1.00	99.00	6,804	1.00	99.00
2001	7,398	1.00	99.00	7,398	1.00	99.00	7,398	1.00	99.00	7,398	1.00	99.00
2002	8,523	1.00	99.00	8,523	1.00	99.00	8,523	1.00	99.00	8,523	1.00	99.00
2003	8,297	1.00	99.00	8,297	1.00	99.00	8,297	1.00	99.00	8,297	1.00	99.00
2004	10,827	1.00	99.00	10,827	1.00	99.00	10,827	1.00	99.00	10,827	1.00	99.00
2005	16,315	1.00	99.00	16,315	1.00	99.00	16,315	1.00	99.00	16,315	1.00	99.00
2006	19,320	1.00	99.00	19,320	1.00	99.00	19,320	1.00	99.00	19,320	1.00	99.00
2007	21,015	1.00	99.00	21,015	1.00	99.00	21,015	1.00	99.00	21,015	1.00	99.00
2008	22,456	1.00	99.00	22,456	1.00	99.00	22,456	1.00	99.00	22,456	1.00	99.00
2009	22,860	1.00	99.00	22,860	1.00	99.00	22,860	1.00	99.00	22,860	1.00	99.00
2010	22,815	1.00	99.00	22,815	1.00	99.00	22,815	1.00	99.00	22,815	1.00	99.00
2011	14,107	1.00	99.00	14,107	1.00	99.00	14,107	1.00	99.00	14,107	1.00	99.00
2012	539	1.00	99.00	539	1.00	99.00	539	1.00	99.00	539	1.00	99.00
2013	22,816	1.00	99.00	22,816	1.00	99.00	22,816	1.00	99.00	22,816	1.00	99.00
2014	24,004	1.00	99.00	24,004	1.00	99.00	24,004	1.00	99.00	24,004	1.00	99.00
2015	23,770	1.00	99.00	23,770	1.00	99.00	23,770	1.00	99.00	23,770	1.00	99.00
2016	15,612	1.00	99.00	15,612	1.00	99.00	15,612	1.00	99.00	15,612	1.00	99.00
Sum	283,862	1.00	99.00	283,862	1.00	99.00	283,862	1.00	99.00	283,862	1.00	99.00

cattle - hol - ce - 1603