Seventeen at 03/14/24 12 UTC. Intensity = 55 kts, MPI = 54 kts |
|
AI-RI Matrix of RI probabilities |
|
RIPA Matrix of RI probabilities |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
|
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
AI-RI |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
RIPA Consensus |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
AI-RI in RIPA Consensus |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
Linear Discriminant Analysis |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
|
|
|
|
|
|
|
|
|
|
|
Logistic Regression |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
Seventeen at 03/14/24 06 UTC. Intensity = 40 kts, MPI = 87 kts |
|
AI-RI Matrix of RI probabilities |
|
RIPA Matrix of RI probabilities |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
|
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
AI-RI |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
RIPA Consensus |
0.0% |
0.1% |
0.1% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
AI-RI in RIPA Consensus |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
Linear Discriminant Analysis |
0.0% |
0.2% |
0.2% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
|
|
|
|
|
|
|
|
|
|
|
Logistic Regression |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
Seventeen at 03/14/24 00 UTC. Intensity = 40 kts, MPI = 107 kts |
|
AI-RI Matrix of RI probabilities |
|
RIPA Matrix of RI probabilities |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
|
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
AI-RI |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
RIPA Consensus |
0.0% |
0.1% |
0.1% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
AI-RI in RIPA Consensus |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
Linear Discriminant Analysis |
0.0% |
0.2% |
0.2% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
|
|
|
|
|
|
|
|
|
|
|
Logistic Regression |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
Filipo at 03/13/24 18 UTC. Intensity = 40 kts, MPI = 113 kts |
|
AI-RI Matrix of RI probabilities |
|
RIPA Matrix of RI probabilities |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
|
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
AI-RI |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
RIPA Consensus |
0.1% |
0.1% |
0.1% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
AI-RI in RIPA Consensus |
0.0% |
0.1% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
Linear Discriminant Analysis |
0.1% |
0.2% |
0.2% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
|
|
|
|
|
|
|
|
|
|
|
Logistic Regression |
0.1% |
0.1% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
Filipo at 03/13/24 12 UTC. Intensity = 45 kts, MPI = 115 kts |
|
AI-RI Matrix of RI probabilities |
|
RIPA Matrix of RI probabilities |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
|
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
AI-RI |
0.0% |
0.1% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
RIPA Consensus |
1.0% |
0.7% |
0.2% |
0.1% |
0.1% |
0.1% |
0.0% |
0.0% |
0.0% |
0.0% |
AI-RI in RIPA Consensus |
0.7% |
0.4% |
0.1% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
Linear Discriminant Analysis |
1.6% |
0.6% |
0.3% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
|
|
|
|
|
|
|
|
|
|
|
Logistic Regression |
0.5% |
0.7% |
0.1% |
0.1% |
0.1% |
0.1% |
0.0% |
0.0% |
0.0% |
0.0% |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
Filipo at 03/13/24 06 UTC. Intensity = 35 kts, MPI = 93 kts |
|
AI-RI Matrix of RI probabilities |
|
RIPA Matrix of RI probabilities |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
|
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
AI-RI |
0.0% |
0.6% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
RIPA Consensus |
0.1% |
0.3% |
0.1% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
AI-RI in RIPA Consensus |
0.0% |
0.3% |
0.1% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
Linear Discriminant Analysis |
0.0% |
0.2% |
0.2% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
|
|
|
|
|
|
|
|
|
|
|
Logistic Regression |
0.1% |
0.3% |
0.1% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
Filipo at 03/13/24 00 UTC. Intensity = 30 kts, MPI = 92 kts |
|
AI-RI Matrix of RI probabilities |
|
RIPA Matrix of RI probabilities |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
|
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
AI-RI |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
RIPA Consensus |
0.0% |
0.2% |
0.1% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
AI-RI in RIPA Consensus |
0.0% |
0.1% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
Linear Discriminant Analysis |
0.0% |
0.2% |
0.2% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
|
|
|
|
|
|
|
|
|
|
|
Logistic Regression |
0.0% |
0.1% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
Filipo at 03/12/24 18 UTC. Intensity = 35 kts, MPI = 86 kts |
|
AI-RI Matrix of RI probabilities |
|
RIPA Matrix of RI probabilities |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
|
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
AI-RI |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
RIPA Consensus |
0.0% |
0.3% |
0.2% |
0.0% |
0.0% |
0.1% |
0.0% |
0.0% |
0.0% |
0.0% |
AI-RI in RIPA Consensus |
0.0% |
0.2% |
0.1% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
Linear Discriminant Analysis |
0.0% |
0.2% |
0.2% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
|
|
|
|
|
|
|
|
|
|
|
Logistic Regression |
0.1% |
0.4% |
0.1% |
0.1% |
0.1% |
0.1% |
0.0% |
0.0% |
0.0% |
0.0% |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
Filipo at 03/12/24 12 UTC. Intensity = 45 kts, MPI = 92 kts |
|
AI-RI Matrix of RI probabilities |
|
RIPA Matrix of RI probabilities |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
|
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
AI-RI |
0.0% |
0.2% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
RIPA Consensus |
0.1% |
0.7% |
0.3% |
0.2% |
0.2% |
0.3% |
0.0% |
0.0% |
0.0% |
0.0% |
AI-RI in RIPA Consensus |
0.0% |
0.5% |
0.2% |
0.0% |
0.0% |
0.2% |
0.0% |
0.0% |
0.0% |
0.0% |
|
Linear Discriminant Analysis |
0.0% |
0.2% |
0.2% |
0.0% |
0.0% |
0.2% |
0.0% |
0.0% |
0.0% |
0.0% |
|
|
|
|
|
|
|
|
|
|
|
|
Logistic Regression |
0.2% |
1.2% |
0.4% |
0.3% |
0.3% |
0.4% |
0.1% |
0.0% |
0.0% |
0.0% |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
Filipo at 03/12/24 00 UTC. Intensity = 55 kts, MPI = 141 kts |
|
AI-RI Matrix of RI probabilities |
|
RIPA Matrix of RI probabilities |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
|
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
AI-RI |
0.0% |
1.6% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
RIPA Consensus |
5.1% |
7.4% |
4.7% |
4.4% |
3.5% |
5.6% |
1.2% |
1.2% |
0.8% |
0.1% |
AI-RI in RIPA Consensus |
3.3% |
5.5% |
3.1% |
2.9% |
2.3% |
3.7% |
0.7% |
0.8% |
0.5% |
0.0% |
|
Linear Discriminant Analysis |
5.7% |
3.8% |
3.7% |
3.0% |
1.2% |
3.8% |
0.0% |
0.7% |
0.6% |
0.0% |
|
|
|
|
|
|
|
|
|
|
|
|
Logistic Regression |
4.4% |
11.1% |
5.8% |
5.8% |
5.8% |
7.4% |
2.3% |
1.8% |
1.0% |
0.2% |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
Filipo at 03/11/24 18 UTC. Intensity = 60 kts, MPI = 144 kts |
|
AI-RI Matrix of RI probabilities |
|
RIPA Matrix of RI probabilities |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
|
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
AI-RI |
0.0% |
2.2% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
RIPA Consensus |
19.7% |
26.3% |
20.6% |
19.8% |
18.2% |
14.4% |
3.8% |
4.4% |
2.9% |
0.5% |
AI-RI in RIPA Consensus |
13.1% |
18.2% |
13.7% |
13.1% |
12.1% |
9.6% |
2.5% |
2.9% |
1.9% |
0.3% |
|
Linear Discriminant Analysis |
25.2% |
20.3% |
18.4% |
16.7% |
13.6% |
10.3% |
0.0% |
3.5% |
2.4% |
0.1% |
|
|
|
|
|
|
|
|
|
|
|
|
Logistic Regression |
14.2% |
32.3% |
22.8% |
22.8% |
22.8% |
18.5% |
7.7% |
5.4% |
3.5% |
0.8% |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
Filipo at 03/11/24 12 UTC. Intensity = 45 kts, MPI = 143 kts |
|
AI-RI Matrix of RI probabilities |
|
RIPA Matrix of RI probabilities |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
|
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
AI-RI |
0.0% |
6.7% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.1% |
0.0% |
|
RIPA Consensus |
6.2% |
27.4% |
17.7% |
15.3% |
14.5% |
18.8% |
6.3% |
8.9% |
6.2% |
3.8% |
AI-RI in RIPA Consensus |
4.1% |
20.5% |
11.8% |
10.2% |
9.7% |
12.5% |
4.2% |
5.9% |
4.1% |
2.5% |
|
Linear Discriminant Analysis |
5.1% |
16.7% |
10.8% |
6.0% |
4.5% |
9.9% |
0.0% |
8.3% |
6.0% |
4.8% |
|
|
|
|
|
|
|
|
|
|
|
|
Logistic Regression |
7.3% |
38.1% |
24.6% |
24.6% |
24.6% |
27.7% |
12.7% |
9.5% |
6.3% |
2.9% |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
Filipo at 03/11/24 06 UTC. Intensity = 45 kts, MPI = 145 kts |
|
AI-RI Matrix of RI probabilities |
|
RIPA Matrix of RI probabilities |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
|
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
AI-RI |
0.0% |
4.9% |
0.1% |
0.1% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
RIPA Consensus |
10.4% |
33.1% |
23.1% |
21.6% |
18.8% |
25.6% |
9.2% |
10.8% |
8.0% |
10.7% |
AI-RI in RIPA Consensus |
6.9% |
23.6% |
15.4% |
14.4% |
12.5% |
17.0% |
6.1% |
7.2% |
5.3% |
7.1% |
|
Linear Discriminant Analysis |
10.5% |
21.0% |
15.8% |
12.8% |
7.2% |
14.0% |
0.0% |
9.5% |
6.1% |
11.1% |
|
|
|
|
|
|
|
|
|
|
|
|
Logistic Regression |
10.3% |
45.1% |
30.5% |
30.5% |
30.5% |
37.1% |
18.5% |
12.1% |
9.8% |
10.3% |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
Seventeen at 03/11/24 00 UTC. Intensity = 40 kts, MPI = 154 kts |
|
AI-RI Matrix of RI probabilities |
|
RIPA Matrix of RI probabilities |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
|
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
AI-RI |
0.0% |
4.2% |
0.0% |
0.0% |
0.0% |
0.1% |
0.0% |
0.0% |
0.1% |
0.0% |
|
RIPA Consensus |
5.7% |
20.0% |
11.4% |
10.2% |
8.6% |
18.7% |
6.1% |
5.8% |
4.7% |
6.9% |
AI-RI in RIPA Consensus |
3.8% |
14.7% |
7.6% |
6.8% |
5.7% |
12.5% |
4.0% |
3.8% |
3.1% |
4.5% |
|
Linear Discriminant Analysis |
5.7% |
10.9% |
8.1% |
5.6% |
2.5% |
8.4% |
0.0% |
5.1% |
3.7% |
5.2% |
|
|
|
|
|
|
|
|
|
|
|
|
Logistic Regression |
5.7% |
29.2% |
14.8% |
14.8% |
14.8% |
29.1% |
12.2% |
6.5% |
5.7% |
8.5% |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
Seventeen at 03/10/24 18 UTC. Intensity = 35 kts, MPI = 152 kts |
|
AI-RI Matrix of RI probabilities |
|
RIPA Matrix of RI probabilities |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
|
RI (kt / h) |
20/12 |
25/24 |
30/24 |
35/24 |
40/24 |
45/36 |
55/36 |
55/48 |
70/48 |
65/72 |
AI-RI |
0.0% |
4.9% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
0.0% |
|
RIPA Consensus |
2.0% |
12.6% |
5.7% |
5.3% |
4.1% |
11.8% |
3.4% |
4.7% |
3.1% |
7.5% |
AI-RI in RIPA Consensus |
1.3% |
10.0% |
3.7% |
3.5% |
2.7% |
7.8% |
2.2% |
3.1% |
2.0% |
4.9% |
|
Linear Discriminant Analysis |
1.6% |
6.0% |
3.2% |
2.7% |
0.4% |
4.0% |
0.0% |
3.7% |
2.2% |
6.5% |
|
|
|
|
|
|
|
|
|
|
|
|
Logistic Regression |
2.4% |
19.3% |
8.1% |
7.9% |
7.9% |
19.5% |
6.8% |
5.7% |
4.0% |
8.4% |
------------------------------------------------------------------------------------------------------ |
|
------------------------------------------------------------------------------------------------------ |
|