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Master's project: Reliability Estimation in Series Systems
I presented my master’s project in October 2023. It was titled ‘Reliability Estimation in Series Systems: Maximum Likelihood Techniques for Right-Censored and Masked Failure Data’.
Last updated on Jul 25, 2024
1 min read
series-systems
,
masked-failure-data
,
censoring
,
reliability-analysis
,
bootstrap
,
mle
,
likelihood-model
,
weibull
Project
likelihood.model R package
An API for constructing and working with likelihood models; works well with
algebraic.mle
R package
Code
Docs
algebraic.mle R package
An API for algebraic maximum likelihood fitting
Code
Docs
femtograd R package
An R package for backpropagation through a computational graph
Code
Docs
wei.series.md.c1.c2.c3
R package in narrow support of my master’s project in reliability estimation for series systems from masked failure data like the component cause of failure being unknown or the failure being censored.
Code
algebraic.dist R package
An API for an algebra over distributions
Code
Docs
R Package: Dynamic failure rate (DFR) distributions
An API for constructing and working with dynamic failure rates.
Code
Docs
R package: md.tools
An API for constructing and working with likelihood models; works well with
algebraic.mle
R package
Code
Docs
SIUe - STAT 581 - Problem Set 8
Problem 1 Part (a) Part (b) Part (c) Interpretation Part (d) Part (e) Part (f) Part (g) Part (h) Problem 2 Part (a) Part (b) Part (c) Part (d) Interpretation Part (e) Appendix: code mixed.
Mar 30, 2023
SIUe - Computational Statistics (STAT 575) - Problem Set 1
Problem 1 Solution: Newton’s method Solution: Secant method Comparison of Newton’s method versus secant method Problem 2 Solution Problem 3 Solution: part (a) Solution: part (b) Problem 4 Solution Problem 5 Solution Problem 6 Solution Problem 1 Write your own code and find solution to the equation \(x^3 + x - 4 = 0\) using Newton’s method and the secant method.
Last updated on Dec 8, 2023
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