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. Author manuscript; available in PMC: 2019 Nov 1.
Published in final edited form as: Prog Biophys Mol Biol. 2018 Jun 19;139:23–30. doi: 10.1016/j.pbiomolbio.2018.06.006

Table 4:

Analyzing sparse samples. Sparsely sampled noiseless and noisy data was densified using pchip (interpolated every day) and Nelder-Mead and CS were used to estimate parameter values. Nelder-Mead with CS outperforms ELS on densely sampled data (Table 2).

Sampling Interval (Days) Total Time (Days) Samples (Number) Proportional Error (%) r2 b c
100 1000 11 0 0.209 2.25E-09 0.0252
30 360 13 0 0.192 2.09E-09 0.0329
100 1000 11 20 0.203 2.08E-09 0.0252
30 360 13 20 0.1422 2.57E-09 0.035