check_cdf_bounds: Check CDF values fall in between bounds

In sctyner/dprocsim: Distribution Estimation Accounting for Prior Uncertainty in a Bayesian Analysis

Description

Check CDF values fall in between bounds

Check CDF over a grid of x values

Check many CDFs over a grid of x values

Determine regions of random CDFs.

Usage

check_cdf_bounds(dpp_draw, ubf, lbf, x)

check_cdf_whole(dpp_draw, ubf, lbf, xgrid)

check_cdf_many(dpp_draws, ubf, lbf, xgrid)

check_cdf_counts(many_draws_checked, N)

Arguments

dpp_draw	Data frame. A single draw of a CDF from a Dirichlet Process. Output of the dp*_sim*() functions. Should have columns names locations and weCDF.
ubf	Function. The upper bound function created with the clicked data points. Output of either spline_funs() or linear_funs().
lbf	Function. The lower bound function created with the clicked data points. Output of either spline_funs() or linear_funs().
x	Numeric. A single x-value to check in the domain of the CDF.
xgrid	Numeric. A vector of x values in the domain of the CDF to check. It is recommended you don't put the bounds in.
dpp_draws	A tibble. The output from dpprior_sim2() (or dppost_sim2()).
many_draws_checked	A tibble. The output from check_cdf_many()
N	An integer. How many repeated draws are in many_draws_checked? Same N as that of dp*_sim2().

Functions

• check_cdf_whole:

• check_cdf_many:

• check_cdf_counts:

sctyner/dprocsim documentation built on June 30, 2019, 11:51 a.m.