GitHub - jlaucar/mwr_qceff_pt1: Matlab scripts to generate figures for MWR QCEFF Part 1

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Matlab scripts to generate figures for MWR QCEFF Part 1

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Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
README		README
cdf_search_gaussians.m		cdf_search_gaussians.m
get_cdf_gaussians.m		get_cdf_gaussians.m
norm_inv.m		norm_inv.m
obs_increment_beta_beta.m		obs_increment_beta_beta.m
obs_increment_binormal.m		obs_increment_binormal.m
obs_increment_double_like.m		obs_increment_double_like.m
obs_increment_eakf.m		obs_increment_eakf.m
obs_increment_gamma_gamma.m		obs_increment_gamma_gamma.m
obs_increment_kernel.m		obs_increment_kernel.m
obs_increment_ln_eakf.m		obs_increment_ln_eakf.m
obs_increment_normal_exp.m		obs_increment_normal_exp.m
obs_increment_particle.m		obs_increment_particle.m
obs_increment_pos_eakf.m		obs_increment_pos_eakf.m
obs_increment_rhf.m		obs_increment_rhf.m
paper_fig2.m		paper_fig2.m
paper_fig3.m		paper_fig3.m
paper_fig4.m		paper_fig4.m
paper_fig5.m		paper_fig5.m
paper_fig6.m		paper_fig6.m
paper_fig7.m		paper_fig7.m
paper_fig8.m		paper_fig8.m

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This directory contains matlab scripts used to generate figures for
A Quantile Conserving Ensemble Filter Framework. Part I: Updating an Observed Variable
by Jeffrey Anderson
which was submitted to Monthly Weather Review.

There are three classes of scripts:

1. Quantile conserving filter increment scripts. These have names beginning with "obs_increment_" 
and compute the increments for an input prior ensemble given parameters describing the likelihood
for a variety of different continuous prior / likelihood pairs.

2. Figure generation scripts. These have names "paper_fig#" and each generates
one of the figures for the mansuscript.

3. Utilities: 
   a. norm_inv.m: Computes the inverse of the CDF (quantile function) for a standard normal.
   b. get_cdf_gaussians.m: Computes the cdf for a distribution that is the sum of n normals with
                           specified means and standard deviations.
   c. cdf_search_gaussians.m: Computes the inverse of the CDF (quantile function) for a distribution
                              that is the sum of n normals with specified means and standard deviations.