md_block_candidate_m3: md_block_candidate_m3
In queelius/masked.data: Estimating Reliability of Components in Series from Masked Data with Relaxed Candidate Set Models
View source: R/md_candidate_set_models.R
md_block_candidate_m3 R Documentation
md_block_candidate_m3
Description
Block candidate model. It produces an MLE that is non-unique, i.e.,
if estimating exponential series system, the MLE
for λ₁, λ₂, and λ₃ satisfies
λ̂₁ + λ̂₂ = λ₁ + λ₂
and
λ̂₃ = λ₃.
Usage
md_block_candidate_m3(md, qvar = "q", compvar = "t")
Arguments
md
masked data
qvar
column prefix for component probabilities, defaults to q,
e.g., q1, q2, ..., qm.
compvar
Prefix-code for the component lifetimes, defaults to t,
e.g., t1, t2, ..., tm.
Details
This illustrates one of the conditions for the MLE to be unique:
(1) multiple components must not always show together. if they
do, then the best we can learn is that they satisfy some hyper-plane
constraint.
queelius/masked.data documentation built on Jan. 28, 2025, 4:23 a.m.
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View source: R/md_candidate_set_models.R
| md_block_candidate_m3 | R Documentation |
md_block_candidate_m3
Description
Block candidate model. It produces an MLE that is non-unique, i.e.,
if estimating exponential series system, the MLE
for λ₁, λ₂, and λ₃ satisfies
λ̂₁ + λ̂₂ = λ₁ + λ₂
and
λ̂₃ = λ₃.
Usage
md_block_candidate_m3(md, qvar = "q", compvar = "t")
Arguments
md |
masked data |
qvar |
column prefix for component probabilities, defaults to |
compvar |
Prefix-code for the component lifetimes, defaults to |
Details
This illustrates one of the conditions for the MLE to be unique:
(1) multiple components must not always show together. if they do, then the best we can learn is that they satisfy some hyper-plane constraint.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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