h0rton.tdlmc_utils.tdlmc_metrics¶
Module Contents¶
Functions¶
format_submission(summary) |
Format the summary into submission form for getting the TDLMC metrics cornerplot |
get_goodness(h0_means, h0_errors, true_h0) |
Get the goodness of fit (chi square) |
get_precision(h0_errors, true_h0) |
Get the precision, i.e. how well-constrained were the estimates on average? |
get_accuracy(h0_means, true_h0) |
Get the accuracy, i.e. how close were the central estimates to the truth? |
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h0rton.tdlmc_utils.tdlmc_metrics.format_submission(summary)[source]¶ Format the summary into submission form for getting the TDLMC metrics cornerplot
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h0rton.tdlmc_utils.tdlmc_metrics.get_goodness(h0_means, h0_errors, true_h0)[source]¶ Get the goodness of fit (chi square)
- h0_means : np.array
- central estimate of H0 for each lens
- h0_errors : np.array
- errors corresponding to the h0_means
- true_h0 : np.array or float
- the true H0
- float
- the goodness of fit metric