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canadian_temperature_daily
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Canadian average annual temperature |
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checkData()
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Check the input data and return a list in the right list format |
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denoisr
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denoisr: A package for the smoothing of a set of curves. |
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estimate_H0()
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Perform an estimation of \(H_0\) |
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estimate_H0_deriv()
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Perform an estimation of \(H_0\) when the curves are derivables |
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estimate_H0_deriv_list()
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Perform an estimation of \(H_0\) given a list of \(t_0\) when the curves
are derivable |
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estimate_H0_list()
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Perform an estimation of \(H_0\) given a list of \(t_0\) |
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estimate_L0()
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Perform an estimation of \(L_0\) |
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estimate_L0_list()
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Perform the estimation of \(L_0\) given a list of \(t_0\) |
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estimate_b()
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Perform an estimation of the bandwidth for the smoothing of curves. |
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estimate_b_cv()
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Perform an estimation of the bandwidth using least-squares cross validation |
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estimate_b_list()
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Perform an estimation of the bandwidth given a list of \(H_0\) and \(L_0\)
for the smoothing of curves. |
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estimate_bandwidth()
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Perform an estimation of the bandwidth |
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estimate_curve()
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Perform the smoothing of individual curve. |
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estimate_int_risk()
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Perform an estimation of the risk on one curve along the sampling points. |
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estimate_k0()
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Perform the estimation of the recommended \(k_0\) |
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estimate_k0_oracle()
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Perform the estimation of the oracle \(k_0\) |
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estimate_k0_pilot()
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Perform the estimation of the pilot \(k_0\) |
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estimate_risk()
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Perform an estimation of the risk on a set of curves at a particular point. |
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estimate_risks()
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Perform an estimation of the risk on a set of curves along the sampling points. |
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estimate_sigma()
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Perform an estimation of the standard deviation of the noise |
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estimate_sigma_list()
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Perform an estimation of the noise given a list of \(t_0\). |
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fractional_brownian_trajectory()
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Generate fractional Brownian motion with a random noise |
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funData2list()
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Convert funData objects into right format for this package |
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generate_fractional_brownian()
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Generate a list of fractional Brownian trajectory. |
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generate_integrate_fractional_brownian()
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Generate a list of integrate fractional Brownian trajectory. |
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generate_piecewise_fractional_brownian()
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Generate a list of piecewise fractional Brownian trajectory. |
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integrate_fractional_brownian_trajectory()
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Generate integrate fractional Brownian motion with a random noise |
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irregFunData2list()
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Convert irregFunData objects into right format for this package |
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kernel()
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Compute different kernels |
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list2funData()
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Convert comprehensive lists into funData::funData objects. |
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list2irregFunData()
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Convert comprehensive lists into funData::irregFunData objects. |
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lseq()
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Generate logarithmic spaced sequence |
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multiFunData2list()
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Convert multiFunData objects into right format for this package |
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piecewise_fractional_brownian_trajectory()
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Generate piecewise fractional Brownian motion with a random noise |
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smooth_curves()
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Perform a non-parametric smoothing of a set of curves |
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smooth_curves_regularity()
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Perform a non-parametric smoothing of a set of curves when the regularity is
larger than 1 |