Index

_

__call__() (pyqt_fit.curve_fitting.CurveFitting method) (pyqt_fit.kde.KDE1D method) (pyqt_fit.kde_methods.KDE1DMethod method) (pyqt_fit.npr_methods.PolynomialDesignMatrix method)

A

approx_jacobian() (in module pyqt_fit.utils)

B

bandwidth (pyqt_fit.kde.KDE1D attribute) (pyqt_fit.nonparam_regression.NonParamRegression attribute) bootstrap() (in module pyqt_fit.bootstrap) bootstrap_regression() (in module pyqt_fit.bootstrap)

bootstrap_residuals() (in module pyqt_fit.bootstrap) BootstrapResult (class in pyqt_fit.bootstrap) botev_bandwidth() (in module pyqt_fit.kde)

C

cdf() (pyqt_fit.kde_methods.KDE1DMethod method) (pyqt_fit.kernels.Epanechnikov method) (pyqt_fit.kernels.Kernel1D method) (pyqt_fit.kernels.normal_kernel1d method) (pyqt_fit.kernels.tricube method) cdf_grid() (pyqt_fit.kde.KDE1D method) (pyqt_fit.kde_methods.KDE1DMethod method) CI (pyqt_fit.plot_fit.ResultStruct attribute) CIresults (pyqt_fit.plot_fit.ResultStruct attribute) CIs (pyqt_fit.bootstrap.BootstrapResult attribute) (pyqt_fit.plot_fit.Plot1dResult attribute) (pyqt_fit.plot_fit.ResultStruct attribute) CIs_val (pyqt_fit.bootstrap.BootstrapResult attribute) closed (pyqt_fit.kde.KDE1D attribute) compute_bandwidth() (in module pyqt_fit.kde_methods) (in module pyqt_fit.npr_methods) copy() (pyqt_fit.kde.KDE1D method)

correction() (pyqt_fit.npr_methods.SpatialAverage method) covariance (pyqt_fit.kde.KDE1D attribute) (pyqt_fit.nonparam_regression.NonParamRegression attribute) create_transform() (in module pyqt_fit.kde_methods) cumhazard() (pyqt_fit.kde_methods.KDE1DMethod method) cumhazard_grid() (pyqt_fit.kde_methods.KDE1DMethod method) CurveFitting (class in pyqt_fit.curve_fitting) cut (pyqt_fit.kernels.Kernel1D attribute) cyclic (in module pyqt_fit.kde_methods) CyclicMethod (class in pyqt_fit.kde_methods)

D

data (pyqt_fit.plot_fit.Plot1dResult attribute) dct() (pyqt_fit.kernels.Kernel1D method) (pyqt_fit.kernels.normal_kernel1d method) default_method (in module pyqt_fit.kde_methods) (in module pyqt_fit.npr_methods)

dim (pyqt_fit.nonparam_regression.NonParamRegression attribute) dist_residuals (pyqt_fit.plot_fit.ResTestResult attribute)

E

Epanechnikov (class in pyqt_fit.kernels) Epanechnikov_order4 (class in pyqt_fit.kernels) estimate (pyqt_fit.plot_fit.Plot1dResult attribute)

eval_points (pyqt_fit.bootstrap.BootstrapResult attribute) (pyqt_fit.plot_fit.ResultStruct attribute) evaluate() (pyqt_fit.kde.KDE1D method) (pyqt_fit.npr_methods.RegressionKernelMethod method)

F

fct (pyqt_fit.plot_fit.ResultStruct attribute) fct_desc (pyqt_fit.plot_fit.ResultStruct attribute) fft() (pyqt_fit.kernels.Kernel1D method) (pyqt_fit.kernels.normal_kernel1d method) figure (pyqt_fit.plot_fit.Plot1dResult attribute) fit() (pyqt_fit.kde.KDE1D method) (pyqt_fit.kde_methods.KDE1DMethod method) (pyqt_fit.nonparam_regression.NonParamRegression method) (pyqt_fit.npr_methods.RegressionKernelMethod method)

fit_evaluation() (in module pyqt_fit.plot_fit) fitted (pyqt_fit.nonparam_regression.NonParamRegression attribute) fitted_method (pyqt_fit.nonparam_regression.NonParamRegression attribute) full_results (pyqt_fit.bootstrap.BootstrapResult attribute)

G

generate_grid() (in module pyqt_fit.kde_methods)

grid() (pyqt_fit.kde.KDE1D method) (pyqt_fit.kde_methods.KDE1DMethod method)

H

hazard() (pyqt_fit.kde_methods.KDE1DMethod method)

hazard_grid() (pyqt_fit.kde_methods.KDE1DMethod method)

I

icdf() (pyqt_fit.kde_methods.KDE1DMethod method) icdf_grid() (pyqt_fit.kde.KDE1D method) (pyqt_fit.kde_methods.KDE1DMethod method) interpolation (pyqt_fit.plot_fit.ResultStruct attribute)

isf() (pyqt_fit.kde_methods.KDE1DMethod method) isf_grid() (pyqt_fit.kde_methods.KDE1DMethod method)

K

KDE1D (class in pyqt_fit.kde) KDE1DMethod (class in pyqt_fit.kde_methods) kernel (pyqt_fit.kde.KDE1D attribute) (pyqt_fit.nonparam_regression.NonParamRegression attribute)

Kernel1D (class in pyqt_fit.kernels) kernel_type (pyqt_fit.nonparam_regression.NonParamRegression attribute)

L

lambdas (pyqt_fit.kde.KDE1D attribute) linear_combination (in module pyqt_fit.kde_methods) LinearCombinationMethod (class in pyqt_fit.kde_methods) local_linear_1d() (in module pyqt_fit.py_local_linear)

LocalLinearKernel1D (class in pyqt_fit.npr_methods) LocalPolynomialKernel (class in pyqt_fit.npr_methods) LocalPolynomialKernel1D (class in pyqt_fit.npr_methods) lower (pyqt_fit.kde.KDE1D attribute) (pyqt_fit.kernels.Kernel1D attribute) (pyqt_fit.nonparam_regression.NonParamRegression attribute)

M

method (pyqt_fit.kde.KDE1D attribute) (pyqt_fit.nonparam_regression.NonParamRegression attribute)

N

N (pyqt_fit.nonparam_regression.NonParamRegression attribute) name (pyqt_fit.kde_methods.KDE1DMethod attribute) namedtuple() (in module pyqt_fit.utils) need_fit() (pyqt_fit.nonparam_regression.NonParamRegression method) NonParamRegression (class in pyqt_fit.nonparam_regression) normal_kernel (class in pyqt_fit.kernels)

normal_kernel1d (class in pyqt_fit.kernels) normal_order4 (class in pyqt_fit.kernels) normq (pyqt_fit.plot_fit.ResidualMeasures attribute) (pyqt_fit.plot_fit.ResultStruct attribute) numeric_cdf() (pyqt_fit.kde_methods.KDE1DMethod method) numeric_cdf_grid() (pyqt_fit.kde_methods.KDE1DMethod method)

P

param_names (pyqt_fit.plot_fit.ResultStruct attribute) pdf() (pyqt_fit.kde_methods.KDE1DMethod method) (pyqt_fit.kernels.Epanechnikov method) (pyqt_fit.kernels.Kernel1D method) (pyqt_fit.kernels.normal_kernel method) (pyqt_fit.kernels.normal_kernel1d method) plot1d() (in module pyqt_fit.plot_fit) Plot1dResult (class in pyqt_fit.plot_fit) plot_dist_residuals() (in module pyqt_fit.plot_fit) plot_residual_tests() (in module pyqt_fit.plot_fit) plot_residuals() (in module pyqt_fit.plot_fit) pm1() (pyqt_fit.kernels.Epanechnikov method) (pyqt_fit.kernels.Kernel1D method) (pyqt_fit.kernels.normal_kernel1d method) (pyqt_fit.kernels.tricube method) pm2() (pyqt_fit.kernels.Epanechnikov method) (pyqt_fit.kernels.Kernel1D method) (pyqt_fit.kernels.normal_kernel1d method) (pyqt_fit.kernels.tricube method) PolynomialDesignMatrix (class in pyqt_fit.npr_methods) PolynomialDesignMatrix1D (class in pyqt_fit.npr_methods)

popt (pyqt_fit.plot_fit.ResultStruct attribute) prob (pyqt_fit.plot_fit.ResidualMeasures attribute) pyqt_fit.bootstrap (module) pyqt_fit.curve_fitting (module) pyqt_fit.kde (module) pyqt_fit.kde_methods (module) pyqt_fit.kernels (module) pyqt_fit.nonparam_regression (module) pyqt_fit.npr_methods (module) pyqt_fit.plot_fit (module) pyqt_fit.utils (module)

Q

q (pyqt_fit.npr_methods.LocalLinearKernel1D attribute) (pyqt_fit.npr_methods.LocalPolynomialKernel attribute) (pyqt_fit.npr_methods.LocalPolynomialKernel1D attribute) (pyqt_fit.npr_methods.SpatialAverage attribute) qqplot (pyqt_fit.plot_fit.ResTestResult attribute)

qqplot() (in module pyqt_fit.plot_fit)

R

reflection (in module pyqt_fit.kde_methods) ReflectionMethod (class in pyqt_fit.kde_methods) RegressionKernelMethod (class in pyqt_fit.npr_methods) renormalization (in module pyqt_fit.kde_methods) RenormalizationMethod (class in pyqt_fit.kde_methods) res (pyqt_fit.plot_fit.ResultStruct attribute) res_figure (pyqt_fit.plot_fit.ResTestResult attribute)

res_IX (pyqt_fit.plot_fit.ResidualMeasures attribute) res_name (pyqt_fit.plot_fit.ResultStruct attribute) residual_measures() (in module pyqt_fit.plot_fit) ResidualMeasures (class in pyqt_fit.plot_fit) residuals (pyqt_fit.plot_fit.ResTestResult attribute) (pyqt_fit.plot_fit.ResultStruct attribute) ResTestResult (class in pyqt_fit.plot_fit) ResultStruct (class in pyqt_fit.plot_fit)

S

scaled_location_plot() (in module pyqt_fit.plot_fit) scaled_res (pyqt_fit.plot_fit.ResidualMeasures attribute) (pyqt_fit.plot_fit.ResultStruct attribute) scaled_residuals (pyqt_fit.plot_fit.ResTestResult attribute) scotts_covariance() (in module pyqt_fit.kde) set_actual_bandwidth() (pyqt_fit.nonparam_regression.NonParamRegression method) set_density_correction() (pyqt_fit.npr_methods.SpatialAverage method) sf() (pyqt_fit.kde_methods.KDE1DMethod method)

sf_grid() (pyqt_fit.kde_methods.KDE1DMethod method) shuffled_xs (pyqt_fit.bootstrap.BootstrapResult attribute) shuffled_ys (pyqt_fit.bootstrap.BootstrapResult attribute) silverman_covariance() (in module pyqt_fit.kde) sorted_yopts (pyqt_fit.plot_fit.ResultStruct attribute) SpatialAverage (class in pyqt_fit.npr_methods)

T

transformKDE1D() (in module pyqt_fit.kde_methods) TransformKDE1DMethod (class in pyqt_fit.kde_methods)

tricube (class in pyqt_fit.kernels)

U

unbounded (in module pyqt_fit.kde_methods)

upper (pyqt_fit.kde.KDE1D attribute) (pyqt_fit.kernels.Kernel1D attribute) (pyqt_fit.nonparam_regression.NonParamRegression attribute)

V

variance_bandwidth() (in module pyqt_fit.kde)

W

weights (pyqt_fit.kde.KDE1D attribute)

write1d() (in module pyqt_fit.plot_fit)

X

xdata (pyqt_fit.nonparam_regression.NonParamRegression attribute) (pyqt_fit.plot_fit.ResultStruct attribute)

xname (pyqt_fit.plot_fit.ResultStruct attribute)

Y

y_est (pyqt_fit.bootstrap.BootstrapResult attribute) y_eval (pyqt_fit.bootstrap.BootstrapResult attribute) y_fit (pyqt_fit.bootstrap.BootstrapResult attribute)

ydata (pyqt_fit.nonparam_regression.NonParamRegression attribute) (pyqt_fit.plot_fit.ResultStruct attribute) yname (pyqt_fit.plot_fit.ResultStruct attribute) yopts (pyqt_fit.plot_fit.ResultStruct attribute)