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Alex Towell6d ago • 5 min read
maskedcauses: Maximum Likelihood Estimation for Masked Series System Failures
The maskedcauses R package for MLE in series systems with masked component failures, built on compos...
#r#statistics#reliability#seriessystems
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Alex Towell6d ago • 2 min read
mdrelax: When Masking Conditions Don't Hold
Extending masked failure data analysis when the standard C1-C2-C3 masking conditions are violated.
#r#statistics#reliability#seriessystems
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Alex Towell6d ago • 8 min read
Observation Functors: Composable Censoring for Series System Simulation
Observation functors in maskedcauses: composable functions that separate the data-generating process...
#r#statistics#reliability#seriessystems
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Alex Towell6d ago • 1 min read
Master's Project: Reliability Estimation in Series Systems
My master's project on maximum likelihood estimation for series systems with right-censored and mask...
#seriessystems#maskedfailuredata#censoring#reliabilityanalysis
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Alex Towell6d ago • 7 min read
Masked Failure Data: Looking Back, Looking Forward
A retrospective on three years of building R packages and writing papers for masked series system re...
#r#statistics#reliability#seriessystems
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Alex Towell6d ago • 2 min read
Closed-Form Results for Masked Exponential Series Systems
Closed-form MLEs and Fisher information for exponential series systems with masked failure data. No ...
#statistics#fisherinformation#maskeddata#seriessystems
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