[R] estimation of NA by predict command

arun
2012-07-10T15:55:33Z

Hi Eliza,

I tried reading your dataset.? I am getting error messages.? Could you dput a
smaller dataset with NAs?

A.K.


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0.35, 0.54, 0.54, 0.44, 0.35, 0.44, 0.35, 0.35, 0.54, 0.79, 1.69,
11.1, 4.62, 2.34, 1.53, 1.22, 1.22, 0.94, 0.94, 0.79, 0.94, 0.94,
1.37, 1.37, 1.37, 1.22, 1.22, 1.08, 0.94, 0.94, 0.94, 0.79, 0.44,
0.44, 0.65, 0.65, 0.65, 0.65, 0.65, 0.65, 0.65, 0.65, 0.65, 0.54,
0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44,
0.44, 0.44, 0.44, 0.44, 0.27, 0.35, 0.27, 0.27, 0.27, 0.27, 0.27,
0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27,
0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27,
0.27, 0.27, 0.27, 0.27, 0.21, 0.21, 0.21, 0.21, 0.21, 0.16, 0.1,
0.12, 0.12, 0.1, 0.16, 0.16, 0.12, 0.16, 0.12, 0.16, 0.21, 0.16,
0.12, 0.21, 0.27, 0.12, 0.12, 0.21, 0.16, 0.16, 0.16, 0.21, 0.21,
0.27, 0.35, 0.35, 0.44, 0.44, 0.44, 0.44, 0.65, 1.08, 1.08, 1.08,
1.08, 1.08, 1.08, 1.22, 0.94, 1.22, 1.08, 1.08, 1.08, 1.22, 1.22,
1.37, 1.08, 1.08, 1.08, 1.08, 0.79, 0.79, 0.79, 0.79, 0.65, 0.44,
0.27, 0.44, 0.44, 0.54, 0.79, 0.65, 1.22, 1.22, 1.69, 1.53, 1.53,
1.53, 1.53, 1.53, 1.53, 0.44, 0.65, 0.65, 0.65, 0.79, 0.94, 0.94,
0.94, 0.94, 1.22, 1.22, 1.37, 1.53, 1.53, 1.69, 1.84, 1.84, 1.84,
1.84, 2, 2.17, 2.34, 2.51, 3.04, 3.62, 3.62, 3.82, 3.43, 3.62,
4.01, 3.82, 3.24, 2.69, 3.04, 3.62, 4.21, 4.01, 4.83, 4.83, 5.27,
5.05, 4.62, 4.83, 5.94, 6.63, 7.6, 6.4, 6.4, 6.4, 5.94, 6.17,
5.49, 5.05, 4.83, 4.41, 4.01, 4.83, 5.94, 6.17, 6.63, 7.11, 5.72,
4.41, 5.72, 6.63, 6.87, 7.85, 8.86, 8.86, 9.87, 11.1, 10.6, 10.4,
10.6, 14, 11.4, 8.1, 7.36, 5.72, 5.27, 5.27, 5.72, 5.72, 6.63,
7.11, 6.87, 6.4, 6.4, 5.94, 6.17, 5.72, 5.05, 5.05, 5.27, 5.49,
5.05, 4.62, 4.41, 4.21, 4.62, 4.41, 4.41, 4.83, 4.41, 4.41, 4.01,
4.21, 4.01, 4.21, 3.82, 3.62, 4.21, 3.62, 5.72, 5.27, 4.62, 4.01,
3.43, 3.04, 3.24, 4.83, 4.41, 4.21, 3.82, 4.41, 3.82, 3.24, 3.24,
3.24, 2.85, 2.69, 2.51, 2.34, 2.51, 4.62, 4.21, 3.62, 2.34, 2,
3.43, 3.82, 3.04, 2.85, 2.85, 2.69, 2.85, 2, 2.17, 2.34, 2.34,
2.17, 2, 1.84, 1.53, 0.65, 1.84, 1.69, 2.85, 4.01, 3.43, 2.69,
2.51, 3.04, 2.85, 2.69, 2.34, 2.17, 2.17, 2, 1.69, 2, 2.17, 1.53,
1.84, 1.69, 1.53, 1.37, 1.37, 1.37, 1.22, 1.08, 0.94, 0.79, 0.65,
0.79, 0.79, 0.54, 0.54, 0.54, 0.44, 0.35, 0.27, 0.27, 0.54, 0.35,
0.35, 1.22, 0.79, 0.65, 0.79, 0.65, 0.44, 0.65, 0.65, 1.37, 4.21,
2.17, 1.53, 1.53, 1.53, 1.22, 1.08, 0.94, 1.08, 0.94, 1.22, 0.65,
0.79, 0.44, 0.21, 0.35, 0.44, 0.35, 0.27, 0.44, 0.35, 0.27, 0.27,
0.27, 0.27, 0.21, 0.27, 0.35, 0.35, 0.27, 0.44, 0.54, 0.44, 0.44,
0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.35, 0.35, 0.35, 0.44, 0.44,
0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44, 0.44,
0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42,
0.42, 0.42, 0.42, 0.42, 0.35, 0.35, 0.35, 0.35, 0.35, 0.27, 0.27,
0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.27,
0.27, 0.27, 0.27, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21,
0.21, 0.21, 0.21, 0.21, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16,
0.16, 0.16, 0.16, 0.16, 0.12, 0.21, 0.21, 0.21, 0.21, 0.16, 0.27,
0.27, 0.27, 0.27, 0.27, 0.27, 0.27, 0.21, 0.21, 0.21, 0.27, 0.35,
0.16, 0.21, 0.27, 0.35, 0.35, 0.35, 0.42, 0.51, 0.51, 0.7, 0.81,
0.81, 0.93, 1.18, 0.93, 0.51, 0.42, 0.51, 0.35, 0.35, 0.27, 0.42,
0.51, 0.81, 0.93, 1.18, 1.32, 1.32, 1.32, 1.18, 1.05, 2.31, 2.13,
1.32, 1.05, 1.32, 1.32, 1.32, 1.32, 1.47, 1.32, 1.47, 2.13, 2.31,
2.49, 2.49, 2.31, 3.44, 4.06, 4.27, 4.27, 4.71, 5.18, 5.42, 5.66,
6.63, 5.89, 6.13, 6.38, 6.13, 6.13, 6.13, 6.63, 7.11, 6.63, 5.89,
5.42, 4.94, 5.18, 4.06, 3.85, 3.25, 3.85, 4.49, 5.89, 11.9, 15,
8.1, 6.63, 6.13, 7.6, 7.36, 6.63, 5.89, 6.13, 6.13, 6.63, 7.11,
8.86, 8.1, 6.63, 6.38, 6.63, 6.38, 6.13, 5.42, 4.71, 4.94, 5.18,
5.89, 4.27, 3.85, 3.85, 4.27, 3.85, 3.85, 3.85, 4.06, 3.44, 3.05,
2.86, 2.67, 2.67, 2.86, 2.67, 1.96, 1.8, 1.8, 1.47, 1.32, 1.47,
1.8, 1.8, 1.96, 1.96, 1.8, 1.8, 1.63, 1.47, 1.32, 1.32, 1.8,
1.63, 1.18, 1.18, 1.05, 0.93, 1.05, 1.18, 0.93, 0.93, 0.93, 1.32,
1.47, 1.47, 0.6, 0.42, 0.51, 0.51, 0.42, 0.42, 0.51, 0.6, 0.81,
0.81, 0.81, 0.93, 0.93, 0.81, 0.51, 0.51, 0.51, 0.42, 0.51, 0.6,
0.51, 0.81, 0.93, 0.7, 0.51, 0.42, 0.81, 0.7, 0.81, 0.81, 0.7,
0.81, 0.81, 0.7, 0.6, 0.6, 0.6, 0.7, 0.93, 0.81, 0.7, 0.7, 0.51,
0.51, 0.51, 0.42, 0.42, 0.42, 0.51, 0.42, 0.35, 0.42, 0.51, 0.7,
0.6, 0.81, 0.51, 0.7, 0.81, 0.81, 0.6, 0.6, 0.81, 0.7, 0.6, 0.6,
0.6, 0.51, 0.51, 0.42, 0.42, 0.42, 0.42, 0.42, 0.51, 0.51, 0.51,
0.42, 0.42, 0.51, 0.42, 0.27, 0.42, 0.21, 0.27, 0.6, 0.51, 0.35,
0.42, 0.42, 0.27, 0.27, 0.21, 0.16, 0.12, 0.1, 0.16, 0.12, 0.16,
0.16, 0.21, 0.21, 0.21, 0.27, 0.27, 0.27, 0.27, 0.27, 0.21, 0.21,
0.21, 0.21, 0.21, 0.16, 0.16, 0.16, 0.16, 0.16, 0.21, 0.21, 0.21,
0.21, 0.21, 0.27, 0.21, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16,
0.16, 0.16, 0.16, 0.16, 0.21, 0.21, 0.21, 0.21, 0.16, 0.16, 0.16,
0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16,
0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16,
0.16, 0.16, 0.16, 0.16, 0.12, 0.12, 0.12, 0.12, 0.12, 0.12, 0.12,
0.12, 0.12, 0.12, 0.12, 0.16, 0.16, 0.16, 0.16, 0.16, 0.21, 0.21,
0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.16, 0.16, 0.16, 0.16, 0.16,
0.16, 0.16, 0.16, 0.16, 0.12, 0.12, 0.12, 0.12, 0.12, 0.12, 0.12,
0.12, 0.12, 0.12, 0.12, 0.16, 0.16, 0.16, 0.16, 0.21, 0.27, 0.27,
0.27, 0.35, 0.27, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.16,
0.16, 0.16, 0.16, 0.12, 0.12, 0.12, 0.12, 0.12, 0.09, 0.09, 0.09,
0.09, 0.09, 0.16, 0.16, 0.12, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16,
0.16, 0.21, 0.27, 0.27, 0.27, 0.27, 0.27, 0.16, 0.12, 0.12, 0.12,
0.16, 0.35, 0.42, 0.35, 0.21, 0.16, 0.16, 0.35, 0.51, 0.81, 0.81,
0.81, 0.93, 1.05, 1.05, 1.18, 1.63, 1.32, 3.05, 3.44, 4.06, 3.44,
3.44, 2.31, 2.31, 2.49, 2.67, 1.96, 1.47, 1.63, 1.32, 1.18, 1.05,
1.19, 0.93, 0.81, 0.81, 1.8, 1.96, 1.96, 2.31, 2.31, 2.31, 2.31,
2.31, 2.67, 3.35, 4, 3.64, 3.64, 3.64, 3.85, 3.85, 3.44, 3.44,
3.25, 3.44, 2.86, 2.86, 2.86, 2.86, 2.67, 2.31, 1.96, 1.8, 1.8,
1.32, 1.32, 2.86, 1.47, 1.32, 1.32, 0.81, 1.05, 1.05, 1.47, 1.96,
1.32, 1.05, 1.32, 2.49, 2.49, 2.49, 1.8, 1.8, 2.13, 2.49, 2.13,
1.96, 1.96, 1.8, 1.63, 1.47, 1.47, 1.47, 1.32, 1.32, 1.32, 1.32,
1.18, 1.63, 1.96, 1.96, 2.13, 1.96, 4.06, 2.49, 1.96, 1.05, 1.05,
0.81, 0.93, 0.81, 9.36, 7.85, 6.13, 4.71, 3.85, 3.05, 2.49, 2.49,
2.31, 2.67, 3.05, 6.38, 4.94, 3.25, 4.71, 4.27, 3.85, 3.25, 5.42,
6.38, 4.49, 3.85, 3.44, 3.05, 2.86, 2.67, 2.49, 2.67, 2.86, 2.67,
2.31, 1.96, 1.96, 2.13, 2.49, 9.12, 6.86, 4.94, 3.64, 3.85, 6.63,
5.89, 4.06, 3.64, 3.44, 2.86, 2.67, 2.49, 2.13, 2.67, 2.13, 2.49,
1.96, 2.13, 2.13, 2.13, 2.49, 1.18, 0.93, 0.93, 1.05, 1.18, 0.6,
0.42, 0.51, 0.6, 0.6, 0.7, 0.6, 0.42, 0.42, 0.42, 0.6, 0.6, 0.6,
0.51, 0.42, 0.27, 0.51, 0.93, 0.93, 0.81, 0.42, 0.42, 0.42, 0.35,
0.42, 0.6, 0.6, 0.51, 0.51, 0.51, 0.42, 0.27, 0.42, 0.42, 0.51,
0.42, 0.42, 0.42, 0.42, 0.51, 0.51, 0.51, 0.51, 0.51, 0.51, 0.42,
0.42, 0.51, 0.51, 0.51, 0.51, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42,
0.42, 0.42, 0.42, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35,
0.27, 0.35, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42, 0.42,
0.42, 0.42, 0.42, 0.42, 0.35, 0.35, 0.35, 0.35, 0.27, 0.27, 0.27,
0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.16,
0.16, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.21, 0.16, 0.16,
0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16, 0.16,
0.16, 0.16, 0.12, 0.16, 0.16, 0.16, 0.21, 0.21, 0.21, 0.21, 0.21,
0.21, 0.27, 0.33, 0.35, 0.35, 0.35, 0.27, 0.27, 0.27, 0.27, 0.27,
0.27, 0.27, 0.27, 0.27, 0.35, 0.35, 0.35, 0.27, 0.21, 0.27, 0.35,
0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35, 0.35,
0.42, 0.42, 0.42, 0.42, 0.51, 0.51, 0.51, 0.51, 0.51, 0.51, 0.51,
0.6, 1.05, 0.81, 0.6, 0.51, 0.51, 0.7, 0.93, 0.6, 0.7, 1.32,
1.63, 1.8, 2.31, 2.49, 2.86, 3.05, 8.1, 7.6, 3.85, 1.96, 1.05,
0.81, 1.18, 0.7, 0.6, 0.93, 2.13, 3.85, 4.94, 4.94, 4.49, 4.49,
5.42, 5.42, 5.18, 5.66, 5.42, 5.42, 4.71, 3.85, 3.85, 3.25, 2.67,
2.67, 3.25, 3.64, 3.44, 3.05, 3.64, 3.85, 6.13, 6.38, 6.63, 7.11,
5.89, 6.13, 4.71, 4.94, 5.42, 6.38, 6.63, 4.71, 3.05, 3.05, 4.49,
4.27, 3.44, 3.44, 3.05, 3.85, 3.85, 2.67, 2.86, 2.67, 3.05, 3.05,
3.85, 4.27, 2.86, 2.31, 2.49, 2.49, 1.96, 1.96, 2.49, 2.13, 2.31,
1.8, 1.96, 2.13, 2.13, 2.31, 1.32, 1.18, 1.8, 2.86, 2.49, 2.86,
2.49, 2.31, 1.96, 1.96, 1.47, 1.47, 1.63, 1.47, 1.8, 1.63, 1.63,
1.18, 1.05, 0.93, 0.93, 0.81, 0.81, 0.81, 0.93, 0.81, 1.05, 1.05,
0.93, 0.93, 0.6, 0.81, 0.6, 0.42, 0.35, 0.42, 0.42, 0.35, 0.42,
0.42, NA, NA, 1.18, 0.7, 0.81, 0.81, 0.7, 0.6, 0.51, 0.42, 0.42,
0.42, 0.42, 0.42, 0.35, 0.35, 0.35, 0.35, 0.7, 0.7, 0.51, 0.42,
0.51, 0.51, 0.51, 0.51, 0.51, 0.42, 0.42, 0.42, 0.35, 0.27, 0.35,
0.35, 0.42, 0.42, 0.6, 0.93, 0.81, 0.93, 7.6, 4.06, 7.11, 12.2,
7.11, 5.89, 6.86, 11.6, 6.86, 4.94, 4.94, 4.71, 4.27, 3.25, 3.05,
2.49, 2.49, 3.44, 3.25, 2.67, 2.67, 2.13, 1.96, 1.8, 1.63, 1.63,
1.63, 1.47, 1.47, 1.47, 1.05, 1.18, 1.32, 1.18, 1.18, 1.05, 1.05,
0.93, 0.93, 0.93, 0.93, 0.93, 0.93, 0.93, 0.93, 0.93, 0.93, 0.81,
0.81, 0.81, 0.81, 0.6, 0.7, 0.81, 0.81, 0.81, 0.81, 0.81, 0.81,
0.81, 0.81, 0.81, 0.81, 0.7, 0.7, 0.7, 0.6, 0.7, 0.7, 0.81, 1.05,
0.93, 0.81, 0.7, 0.7, 0.7, 0.7, 0.7, 0.6, 0.6, 0.6, 0.51, 0.51,
0.42, 0.48, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56,
0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.48, 0.48, 0.48, 0.48,
0.48, 0.48, 0.48, 0.48, 0.48, 0.4, 0.4, 0.4, 0.4, 0.4, 0.48,
0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48,
0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.56, 0.85, 0.65, 0.56,
0.56, 0.5, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56, 0.56,
0.56, 0.65, 0.65, 0.65, 0.56, 0.56, 0.56, 0.56, 0.56, 0.48, 0.48,
0.4, 0.4, 0.32, 0.32, 0.32, 0.32, 0.32, 0.4, 0.48, 0.4, 0.4,
0.4, 0.32, 0.32, 0.4, 0.4, 0.4, 0.48, 0.48, 0.4, 0.48, 0.56,
0.65, 0.56, 0.48, 0.48, 0.48, 0.56, 0.48, 0.48, 0.56, 0.74, 0.85,
0.74, 0.65, 0.65, 0.65, 0.56, 0.56, 0.48, 0.4, 0.32, 0.56, 1.19,
1.19, 1.07, 1.19, 0.96, 0.85, 0.85, 0.96, 0.96, 1.19, 1.45, 1.59,
2.04, 3.33, 3.55, 5.9, 3.77, 3.77, 3.77, 2.92, 2.54, 2.54, 2.92,
3.33, 2.54, 2.54, 2.54, 3.12, 3.99, 3.12, 3.33, 3.55, 3.99, 3.33,
3.55, 3.33, 3.55, 3.33, 3.99, 4.45, 4.93, 4.45, 3.12, 2.73, 2.37,
2.73, 2.54, 2.37, 2.2, 1.59, 1.45, 1.73, 2.04, 2.92, 4.93, 5.65,
5.41, 5.65, 8.08, 5.17, 3.99, 3.55, 3.99, 4.22, 3.55, 4.22, 4.45,
4.45, 5.17, 3.99, 3.55, 2.92, 3.12, 3.12, 2.92, 3.12, 2.73, 2.2,
2.37, 2.37, 2.37, 2.2, 2.05, 2.54, 2.73, 2.2, 2.04, 1.73, 1.59,
1.19, 1.19, 1.45, 1.45, 1.32, 1.45, 1.73, 1.73, 1.59, 1.88, 1.45,
1.19, 1.19, 2.73, 1.45, 1.19, 1.19, 1.07, 0.85, 0.96, 0.96, 0.74,
0.74, 0.74, 0.85, 0.96, 1.19, 1.19, 1.19, 1.19, 1.07, 1.07, 1.32,
1.45, 0.85, 0.74, 0.65, 0.96, 1.59, 0.56, 0.4, 0.4, 0.48, 0.48,
0.4, 0.4, 0.32, 0.48, 0.48, 0.32, 0.32, 0.32, 0.32, 0.25, 0.25,
0.48, 0.56, 0.4, 0.4, 0.48, 0.56, 0.56, 0.56, 0.48, 0.48, 0.56,
0.65, 0.56, 0.56, 0.48, 0.56, 0.48, 0.4, 0.4, 0.56, 0.56, 0.65,
0.85, 0.74, 0.74, 0.65, 0.65, 0.74, 0.74, 0.74, 0.74, 0.65, 0.74,
0.74, 0.74, 0.74, 0.74, 0.74, 0.74, 0.74, 0.74, 0.65, 0.56, 0.56,
0.56, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.48, 0.4, 0.4,
0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4,
0.4, 0.4, 0.4, 0.4, 0.4, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32,
0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.25, 0.25,
0.25, 0.25, 0.25, 0.25, 0.25, 0.25, 0.17, 0.17, 0.17, 0.17, 0.17,
0.17, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 0.4, 0.4, 0.48,
0.6, 0.6, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4,
0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.5, 0.5,
0.5, 0.6, 0.6, 0.6, 0.4, 0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 0.4,
0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.7, 0.9, 0.9, 0.9, 0.9, 1.2,
1.2, 1.2, 1.2, 1.2, 1.5, 1.5, 1.5, 1.5, 3.1, 4.9, 6.2, 6.8, 7.7,
6.8, 5.5, 4.5, 3.1, 3.3, 4.9, 6.8, 7.1, 7.7, 7.1, 6.2, 5.5, 4.9,
4.7, 4.9, 6, 6.5, 5.5, 4.5, 3.1, 3.1, 4, 4.5, 3.8, 3.8, 4, 5.2,
4.5, 4.5, 4, 4, 4.9, 5.2, 5.7, 6.5, 5.5, 4.9, 5.5, 7.7, 8.3,
8.6, 12.4, 10.5, 8.6, 8.9, 9.2, 12.1, 13, 7.7, 5.5, 4.9, 4.9,
4.5, 5.2, 6.5, 7.1, 5.5, 5.5, 5.5, 5.7, 6.5, 5.7, 4.7, 3.6, 2.9,
3.1, 4, 5.2, 5.5, 5.5, 5.2, 4.9, 4.5, 4.2, 4.5, 4.7, 4.5, 4,
3.6, 2.9, 2.4, 2.7, 2.7, 4.2, 2.7, 2.7, 2.7, 2.5, 2.7, 2.5, 2.4,
2.4, 2.2, 2.4, 2.2, 2.5, 2.5, 2.2, 2.4, 3.3, 2.5, 1.7, 1.7, 1.7,
1.9, 1.9, 2, 2, 2, 1.7, 1.3, 1.3, 1.2, 1.2, 1.3, 1.2, 0.9, 0.7,
0.7, 0.7, 0.7, 0.7, 0.7, 1, 0.7, 0.7, 0.5, 0.6, 2.4, 1.9, 1.9,
1.7, 1.6, 2.2, 2.5, 1.7, 1.5, 1, 0.6, 0.7, 0.7, 0.6, 0.6, 0.5,
0.7, 0.7, 0.7, 0.7, 0.6, 0.7, 0.7, 0.6, 0.4, 0.4, 0.5, 0.4, 0.4,
0.4, 0.4, 0.4, 0.3, 0.3, 0.4, 0.3, 0.3, 0.4, 0.4, 0.3, 0.2, 0.3,
0.3, 0.4, 0.3, 0.3, 0.3, 0.5, 0.5, 0.6, 0.5, 0.5, 0.5, 0.4, 0.5,
0.7, 0.7, 0.6, 0.4, 0.3, 0.4, 0.4, 0.4, 0.5, 0.5, 0.4, 0.4, 0.4,
0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 0.4, 0.4, 0.4, 0.4,
0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 0.3,
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4,
0.4, 0.4, 0.4, 0.5, 0.7, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4,
0.4, 0.4, 0.4, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.6, 0.5,
0.5, 0.5, 0.5, 0.5, 0.7, 0.6, 0.4, 0.4, 0.4, 0.4, 0.3, 0.4, 0.4,
0.4, 0.4, 0.5, 0.5, 0.5, 0.5, 0.5, 0.4, 0.4, 0.5, 0.5, 0.5, 0.5,
0.4, 0.4, 0.6, 0.6, 0.6, 0.7, 0.7, 0.7, 0.9, 0.9, 0.9, 1, 1,
1.1, 1, 1.1, 1.2, 1.1, 1.1, 1.2, 1.5, 1.1, 1, 0.6, 0.7, 1.1,
1.2, 1.1, 1, 1, 1, 1.1, 1.2, 2, 2.4, 1.9, 2.4, 2.4, 3.3, 3.8,
3.6, 3.1, 3.3, 4, 4.7, 4.5, 4.9, 4.7, 4.7, 4.5, 4.9, 5.5, 5.5,
4.9, 4.9, 3.3, 3.8, 3.1, 6.4, 4, 2.7, 2.9, 3.3, 4, 4.5, 4.9,
9.8, 5.5, 3.6, 3.1, 2.4, 4, 3.1, 3.3, 3.3, 4, 3.6, 3.6, 3.6,
2.5, 2.4, 2.5, 2.2, 2, 2, 1.7, 2, 2.4, 2.2, 1.7, 1.5, 1.3, 1.7,
1.7, 1.7, 1.5, 1.2, 1, 1, 1.5, 1.3, 0.9, 0.6, 0.7, 0.9, 1, 1,
1.1, 0.9, 1, 1.1, 0.9, 1, 1.1, 0.9, 0.7, 0.7, 0.9, 0.7, 0.7,
0.9, 0.9, 0.7, 1, 0.9, 1, 1, 0.7, 0.7, 1, 1.1, 1.1, 1.1, 1.2,
1, 0.7, 0.7, 0.9, 0.9, 1, 0.7, 0.7, 0.7, 0.9, 1, 0.9, 0.7, 0.7,
0.7, 1, 1, 1.2, 1.3, 1, 1, 1, 1.2, 1, 0.7, 0.7, 0.7, 0.7, 0.6,
0.7, 1.1, 1, 1, 1, 0.7, 0.6, 0.5, 0.4, 0.4, 0.4, 0.3, 0.4, 0.4,
0.6, 1, 1.3, 5.2, 14.4, 6, 3.1, 1.9, 1.5, 1.6, 2, 2.2, 1.9, 1.5,
1.2, 1.1, 1.1, 1, 1.1, 0.9, 0.9, 0.9, 0.9, 0.3, 0.9, 0.7, 0.9,
0.7, 0.7, 0.6, 0.6, 0.6, 0.6, 0.6, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4,
0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 0.4, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 0.3, 0.3, 0.4, 0.4, 0.4, 0.4, 0.4, 0.3, 0.4, 0.4, 0.4, 0.4,
0.4, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 0.2, 0.2,
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2,
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.3, 0.3, 0.3,
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.4, 0.4, 0.4, 0.4,
0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.5, 0.5,
0.5, 0.6, 0.6, 0.6, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.9, 1,
0.7, 0.7, 0.6, 1.1, 0.7, 0.4, 1, 2, 0.1, 1.3, 1.6, 1.7, 1.5,
1.5, 1.5, 1.2, 1, 0.7, 1.2, 2, 4.5, 7.7, 6, 4.5, 5.5, 6.8, 6,
8.3, 7.7, 7.1, 5.5, 6, 5.5, 4.9, 4.5, 4.5, 3.6, 3.3, 2.7, 3.1,
3.1, 2.7, 3.3, 6, 4.5, 4.5, 4.9, 3.1, 6, 6.5, 5.5, 5.2, 4.9,
4, 4.5, 3.6, 3.1, 2.5, 2.7, 2.5, 3.6, 4, 6, 7.7, 8, 8, 7.1, 7.7,
8.9, 7.1, 6.5, 4.9, 3.8, 4, 4.5, 4.9, 4.9, 4.9, 4.5, 4.9, 4.9,
5.5, 4.5, 4.7, 5.7, 4, 3.6, 3.1, 3.1, 4.7, 3.1, 2.2, 1.7, 2,
2.7, 3.1, 2.5, 2.5, 2.5, 2.4, 2.4, 2, 2, 2, 2, 2, 2, 1.7, 1.9,
1.9, 1.6, 1.2, 1.3, 1.5, 1.3, 1.3, 1.3, 1.5, 1.2, 1.2, 1.2, 1,
2, 1.2, 1.1, 0.9, 0.7, 0.7, 0.9, 0.7, 0.6, 0.5, 0.6, 0.9, 0.7,
0.9, 0.9, 0.9, 0.9, 0.7, 0.9, 0.9, 1.2, 1.3, 0.9, 0.7, 0.7, 0.5,
0.5, 0.6, 0.5, 0.5, 0.4, 0.6, 0.5, 0.5, 0.4, 0.4, 0.4, 0.4, 0.6,
0.6, 0.5, 0.4, 0.4, 0.4, 0.4, 0.4, 0.3, 0.5, 0.5, 0.4, 0.4, 0.4,
0.4, 0.4, 0.5, 0.6, 0.5, 0.5, 0.6, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 0.3, 0.3, 0.4, 0.6, 0.5, 0.6, 0.7, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 0.2, 0.3, 0.3, 0.3, 0.1, 1.8, 0.3, 0.2, 0.3, 0.3, 0.2, 0.2,
0.2, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.1,
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2,
0.2, 0.2, 0.2, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.2, 0.2, 0.2, 0.2, 0.2, 0.3, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2,
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2,
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, NA, 0.2, 0.2, 0.2, 0.2,
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.1, 0.1, 0.2, 0.2, 0.2, 0.2, 0.2,
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.3, NA, 0.3,
0.3, 0.3, 0.3, 0.3, 0.2, 0.3, 0.3, 0.3, 0.4, 0.5, 1.4, 1.3, 1,
1, 1, 1, 1, 0.8, 1, 1.2, 1.2, 1.2, 1.2, 1.2, 1, 1, 1, 1, 1.3,
NA, 1.2, 1.2, 1.5, 1.8, 1.8, 1.6, 1.6, 1.6, 1.5, 1.4, 1.4, 1.4,
1.4, 1.4, 1.4, 1.4, 1.4, 1.3, 1.3, 1.4, 1.4, 1.4, 1.4, 1.4, 1.4,
1.5, 1.6, 1.5, 1.4, NA, 1.4, 1.4, 1.5, 1.5, 1.5, 1.6, 1.6, 2.1,
1.9, 1.9, 2.5, 2.3, 2.3, 2.5, 2.6, 2.6, 2.6, 2.9, 2.6, 2.9, 2.9,
3.6, 4, 4.5, 5.9, 7, 6.2, 5.4, 7, 8.2, NA, 9.1, 8.5, 8.5, 7.6,
8.2, 17.9, 12.3, 10.1, 9.1, 10.1, 10.1, 8.2, 7, 5.4, 5, 4, 4.5,
5, 5.9, 6.47, 7, 8.2, 9.4, 8.8, 9.4, 13.1, 12.3, 11.6, 13.1,
13.9, 10.8, 11.6, 10.1, 9.4, 10.1, 10.8, 10.1, 10.1, 10.1, 11.6,
10.1, 7.6, 7, 7.6, 8.8, 10.1, 13.9, 7.6, 6.5, 5.94, 5.9, 7, 6.5,
7, 7, 7.6, 5.9, 7, 6.2, 5.4, 5.4, 5.4, 5.9, 5.4, 5.2, 5.2, 4,
2.9, 3.2, 3.2, 3.2, 2.5, 2.9, 3.2, 5, 7, 3.6, 2.9, 3.2, 2.9,
2.9, 2.9, 3.6, 4, 3.6, 3.2, 2.2, 1.9, 1.9, 1.6, 1.6, NA, 1.6,
1.6, 1.9, 2.2, 2.2, 2.1, 1.9, 1.6, 1.6, 1.6, 1.8, 2.1, 1.9, 2.2,
2.2, 1.6, 1.4, 1.4, 1.8, 1.4, 1.2, 1.2, 1.2, 1.6, 1.9, 1.5, 1.4,
1.6, 1.6, NA, 1.8, 1.4, 1.4, 1.4, 1.6, 1.4, 1.5, 0.9, 0.9, 1.2,
1.4, 1.2, 1.2, 0.9, 1.2, 1.4, 1.8, 1.2, 1.2, 0.9, 0.9, 0.9, 0.9,
1.2, 1.3, 1.4, 1.6, 1.2, 0.4, 0.5, NA, 0.5, 0.2, 0.1, 0.2, 0.4,
0.7, 0.9, 0.9, 0.9, 1.2, 1.2, 0.9, 0.5, 0.4, 0.5, 0.7, 0.7, 0.5,
0.7, 0.5, 0.4, 0.5, 0.5, 0.5, 0.3, 0.4, 0.4, 0.4, 0.4, NA, 0.4,
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.4, 0.4, 0.4, 0.4, 0.2, 0.2, 0.2,
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2,
0.2, 0.2, 0.2, NA, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1,
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1,
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2,
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2,
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1,
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1,
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1,
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1,
0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1, 0.1,
0.1, 0.1, 0.1, 0.1, 0.1, 0.2, 0.2, 1, 0.9, 0.9, 1.2, 1.7, 2.2,
3.3, 3.5, 3.7, 3.7, 3.7, 3.3, 2.5, 2.4, 2.2, 2.2, 2.7, 2.7, 2.4,
2.4, 2.4, 2.4, 2.4, 2.5, 2.5, 2.7, 2.7, 2.9, 3.1, 2.9, 2.9, 3.1,
3.5, 2.9, 2.7, 2.7, 3.5, 2.7, 2.5, 2.1, 2.7, 2.9, 2.7, 2.9, 2.9,
2.7, 2.5, 2.9, 2.9, 3.3, 3.3, 3.5, 2.9, 2.9, 2.9, 3.1, 3.3, 3.1,
2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.9, 2.7, 2.7,
2.7, 2.5, 2.5, 10.8, 6.3, 3.9, 3.3, 3.1, 2.9, 2.9, 2.9, 2.9,
2.9, 2.9, 2.7, 2.5, 2.1, 1.9, 1.9, 1.9, 2.1, 1.8, 1.9, 1.9, 1.7,
1.4, 1.4, 1.3, 1.2, 1.3, 1.2, 1.4, 1.4, 1.1, 1.1, 1.5, 1.3, 1.1,
0.8, 0.7, 0.7, 0.7, 0.7, 0.9, 0.9, 1.2, 1.3, 1.2, 0.9, 0.8, 0.7,
0.7, 0.6, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7, 0.7,
0.8, 1.2, 1.3, 0.9, 0.9, 3.9, 2.3, 1.7, 3.9, 3.3, 2.9, 2.4, 1.8,
1.3, 1.2, 0.8, 0.7, 1.4, 1.7, 1.9, 1.8, 2.1, 1.8, 1.8, 1.7, 1.5,
1.3, 1.4, 1.4, 1.4, 1.7, 1.5, 1.3, 1.2, 1.2, 1.2, 1.2, 1.1, 1.1,
1.1, 0.9, 0.8, 0.9, 0.8, 0.8, 0.8, 0.8, 0.7, 0.7, 0.7, 0.6, 0.5,
0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.3, 0.3,
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3,
0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.2, 0.2, 0.2, 0.2, 0.2,
0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2, 0.2,
0.2, 0.2, 0.2, 0.2, 0.2, 0.2)), .Names = c("Year",
"Discharge"
), class = "data.frame", row.names = c(NA, -4017L)) ??? ???  ??? ?
??? ??? ?
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