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

644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
644092
643450
632392
644092
644092
644092
644092

7.440
-1608908.015
3.297
1.748
1.019
40.092
1.314
1.565
17715.223
15953.031
2008.001
6.566
57.777
1.767
76.330
24.417
56.707
76.158
23.862
1.131
51.548
3.266
105.173
2003.748
0.190
0.181
0.019
0.019
1.748
1.019
1.748
76.331
24.417
1.019
76.158
23.862
104.941
131871.375
178009.110
1.565
2.897
107.014
173.560
98.697
10322.121
49959.744
485700.274
126910.173
366298.577
1.748
1.748
1.019
1.019

4.857
4946311.041
2.108
0.464
0.138
9.963
0.464
0.496
2241.240
2348.868
6.136
3.441
28.506
0.423
41.112
41.128
26.029
41.425
41.433
0.337
26.427
2.027
554.827
0.434
0.066
0.000
0.006
0.000
0.161
0.007
0.455
41.111
41.128
0.137
41.425
41.433
554.291
79076.074
105620.408
0.496
1.080
83.436
73.632
61.686
5415.261
28919.714
234372.011
188531.634
249637.877
0.464
0.464
0.138
0.138

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
0.181
0.004
0.019
1.273
1.004
0.010
0.010
0.010
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
48739.000
1.000
2.000
1.000
1.000
1.000
1.000

22.000
200842.000
10.000
4.000
2.000
99.000
2.000
2.000
21588.000
20995.000
2019.000
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
0.181
0.038
0.019
2.030
1.040
6.004
99.000
99.000
3.110
99.000
99.000
4655.000
273115.000
368072.000
2.000
4.000
260.000
301.000
272.000
21038.000
100050.000
872328.000
872895.000
872371.000
4.000
4.000
2.000
2.000

cattle - sim - ce - 1901

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

1291390

1291475

1291491

1291373

1291491

7.320

-1635324.278

3.436

1.550

1.034

35.029

1.337

4.991

4842428.477

2.333

0.693

0.238

15.834

0.473

0.000

-99100229.00

1.000

0.000

1.000

22.000

200987.000

89.000

9.000

100.000

2.000

cattle - sim - ce - 1901

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	14	0.00	2.00	2.00	0.00
1	183899	14.24	0.00	6.00	0.65
2	46074	3.57	0.00	6.00	0.77
3	97867	7.58	0.00	6.00	0.74
4	50043	3.88	0.00	6.00	0.82
5	47451	3.67	0.00	9.00	0.60
6	242296	18.76	0.00	6.00	0.57
7	239536	18.55	0.00	6.00	0.73
8	1036	0.08	0.00	3.00	0.83
9	16091	1.25	0.00	4.00	0.63
10	46634	3.61	0.00	6.00	0.70
11	42423	3.29	0.00	6.00	0.61
12	61242	4.74	0.00	6.00	0.63
13	1100	0.09	0.00	3.00	0.69
14	92401	7.16	0.00	8.00	0.65
15	963	0.07	0.00	4.00	0.77
16	70732	5.48	0.00	6.00	0.72
17	1641	0.13	0.00	3.00	0.75
18	3646	0.28	0.00	6.00	0.77
19	197	0.02	0.00	3.00	0.58
20	34919	2.70	0.00	4.00	0.73
22	11070	0.86	0.00	6.00	0.70

cattle - sim - ce - 1901

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	102345	15.89	1.00	4.00	0.43
3	44994	6.99	1.00	4.00	0.50
5	14603	2.27	1.00	4.00	0.38
6	159511	24.77	1.00	4.00	0.41
7	143205	22.23	1.00	4.00	0.46
10	25241	3.92	1.00	4.00	0.45
11	17139	2.66	1.00	4.00	0.49
12	31051	4.82	1.00	4.00	0.47
14	41747	6.48	1.00	4.00	0.51
16	40933	6.36	1.00	4.00	0.48
18	4303	0.67	1.00	3.00	0.46
20	13225	2.05	1.00	4.00	0.49
22	5795	0.90	1.00	4.00	0.33

cattle - sim - ce - 1901

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	4129	19.63
4	1141	5.42
5-10	4486	21.32
11-20	3740	17.78
21-30	1995	9.48
31-40	1372	6.52
41-50	929	4.42
51-100	2033	9.66
101-150	651	3.09
151-200	278	1.32
201-250	123	0.58
> 250	161	0.77
Sum	21038	100.00

cattle - sim - ce - 1901

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	32,757	1.00	99.00	32,757	1.00	99.00	32,757	1.00	99.00	32,757	1.00	99.00
2017	29,992	1.00	99.00	29,992	1.00	99.00	29,992	1.00	99.00	29,992	1.00	99.00
2018	28,484	1.00	99.00	28,484	1.00	99.00	28,484	1.00	99.00	28,484	1.00	99.00
2019	1,019	1.00	99.00	1,019	1.00	99.00	1,019	1.00	99.00	1,019	1.00	99.00
Sum	644,092	1.00	99.00	644,092	1.00	99.00	644,092	1.00	99.00	644,092	1.00	99.00

cattle - sim - ce - 1901