comp_complete_prob_set: Compute a complete set of probabilities from valid...

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Compute a complete set of probabilities from valid probability inputs.

Description

comp_complete_prob_set is a function takes a valid set of (3 to 5) probabilities as inputs (as a vector) and returns the complete set of (3 essential and 2 optional) probabilities.

Usage

comp_complete_prob_set(prev, sens = NA, mirt = NA, spec = NA, fart = NA)

Arguments

prev	The condition's prevalence prev (i.e., the probability of condition being TRUE).
sens	The decision's sensitivity sens (i.e., the conditional probability of a positive decision provided that the condition is TRUE). sens is optional when its complement mirt is provided.
mirt	The decision's miss rate mirt (i.e., the conditional probability of a negative decision provided that the condition is TRUE). mirt is optional when its complement sens is provided.
spec	The decision's specificity value spec (i.e., the conditional probability of a negative decision provided that the condition is FALSE). spec is optional when its complement fart is provided.
fart	The decision's false alarm rate fart (i.e., the conditional probability of a positive decision provided that the condition is FALSE). fart is optional when its complement spec is provided.

Details

Assuming that is_valid_prob_set = TRUE this function uses comp_comp_pair on the two optional pairs (i.e., sens and mirt, and spec and fart) and returns the complete set of 5 probabilities.

Value

A vector of 5 probabilities: c(prev, sens, mirt, spec, fart).

See Also

is_valid_prob_set verifies a set of probability inputs; is_extreme_prob_set verifies extreme cases; comp_comp_pair computes pairs of complements; is_complement verifies numeric complements; is_prob verifies probabilities; comp_prob computes current probability information; prob contains current probability information; init_num initializes basic numeric variables; num contains basic numeric variables.

Other functions computing probabilities: comp_FDR(), comp_FOR(), comp_NPV(), comp_PPV(), comp_accu_freq(), comp_accu_prob(), comp_acc(), comp_comp_pair(), comp_complement(), comp_err(), comp_fart(), comp_mirt(), comp_ppod(), comp_prob_freq(), comp_prob(), comp_sens(), comp_spec()

Examples

# ways to work:
comp_complete_prob_set(1, .8, NA, .7, NA) # => 1.0 0.8 0.2 0.7 0.3
comp_complete_prob_set(1, NA, .8, NA, .4) # => 1.0 0.2 0.8 0.6 0.4

# watch out for:
comp_complete_prob_set(8)                  # => 8 NA NA NA NA + warnings
comp_complete_prob_set(8, 7, 6, 5, 4)      # => 8 7 6 5 4 + no warning (valid set assumed)
comp_complete_prob_set(8, .8, NA, .7, NA)  # => 8.0 0.8 0.2 0.7 0.3 + no warning (sic)
comp_complete_prob_set(8, 2, NA, 3, NA)    # => 8 2 NA 3 NA + no warning (sic)

riskyr documentation built on Aug. 15, 2022, 9:09 a.m.