def _new_plot(self):
fig, ax = super(TwoDimPlot, self)._new_plot()
opt = self.plot_options
# Best-fit point
if opt.show_best_fit:
pm.plot_data(self.best_fit_x,
self.best_fit_y,
schemes.best_fit,
zorder=2)
# Posterior mean
if opt.show_posterior_mean:
pm.plot_data(self.posterior_mean_x,
self.posterior_mean_y,
schemes.posterior_mean,
zorder=2)
# Posterior mode
if opt.show_posterior_mode:
for bin_center_x, bin_center_y in self.posterior_modes:
pm.plot_data(bin_center_x,
bin_center_y,
schemes.posterior_mode,
zorder=2)
# Posterior median
if opt.show_posterior_median:
pm.plot_data(self.posterior_median_x,
self.posterior_median_y,
schemes.posterior_median,
zorder=2)
return fig, ax
def _new_plot(self, point_height=0.08):
"""
Special new plot method for 1D plots.
:param point_height: Height to plot point statistics (mean, median, mode)
:type point_height: float
"""
fig, ax = super(OneDimPlot, self)._new_plot()
opt = self.plot_options
# Best-fit point
if opt.show_best_fit:
pm.plot_data(self.best_fit, point_height, schemes.best_fit, zorder=2)
# Posterior mean
if opt.show_posterior_mean:
pm.plot_data(self.posterior_mean, point_height, schemes.posterior_mean, zorder=2)
# Posterior median
if opt.show_posterior_median:
pm.plot_data(self.posterior_median, point_height, schemes.posterior_median, zorder=2)
# Posterior mode
if opt.show_posterior_mode:
for mode in self.posterior_modes:
pm.plot_data(mode, point_height, schemes.posterior_mode, zorder=2)
return fig, ax
def _new_plot(self, point_height=0.08):
"""
Special new plot method for 1D plots.
:param point_height: Height to plot point statistics (mean, median, mode)
:type point_height: float
"""
fig, ax = super(OneDimPlot, self)._new_plot()
opt = self.plot_options
# Best-fit point
if opt.show_best_fit:
pm.plot_data(self.best_fit,
point_height,
schemes.best_fit,
zorder=2)
# Posterior mean
if opt.show_posterior_mean:
pm.plot_data(self.posterior_mean,
point_height,
schemes.posterior_mean,
zorder=2)
# Posterior median
if opt.show_posterior_median:
pm.plot_data(self.posterior_median,
point_height,
schemes.posterior_median,
zorder=2)
# Posterior mode
if opt.show_posterior_mode:
for mode in self.posterior_modes:
pm.plot_data(mode,
point_height,
schemes.posterior_mode,
zorder=2)
return fig, ax
def _new_plot(self):
fig, ax = super(TwoDimPlot, self)._new_plot()
opt = self.plot_options
# Best-fit point
if opt.show_best_fit:
pm.plot_data(self.best_fit_x, self.best_fit_y, schemes.best_fit, zorder=2)
# Posterior mean
if opt.show_posterior_mean:
pm.plot_data(self.posterior_mean_x, self.posterior_mean_y, schemes.posterior_mean, zorder=2)
# Posterior mode
if opt.show_posterior_mode:
for bin_center_x, bin_center_y in self.posterior_modes:
pm.plot_data(bin_center_x, bin_center_y, schemes.posterior_mode, zorder=2)
# Posterior median
if opt.show_posterior_median:
pm.plot_data(self.posterior_median_x, self.posterior_median_y, schemes.posterior_median, zorder=2)
return fig, ax
