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tidy_wblr() function extracts parameter estimates,
goodness-of-fit metrics, and confidence bounds from fitted
wblr objects as tidy data frames.tidy_rga() function extracts fitted cumulative
failure counts, confidence bounds, and Crow-AMSAA model coefficients
from rga objects.tidy_alt() function extracts per-stress-level
parameter estimates and life-stress relationship coefficients from
fitted alt objects.reliapltr_mcp_server() exposes five MCP tools for
use with Claude Code and Claude Desktop (requires mcptools
and ellmer): fit_weibull,
fit_alt, plot_weibull, plot_alt,
and plot_rga.inst/mcp/server.R launcher script for easy MCP
server registration.man/figures/logo.png.inst/REFERENCES.bib with BibTeX entries for
foundational reliability engineering references.plotly_nhpp() now plots the Mean Cumulative Function
(MCF) instead of raw cumulative failures.plotly_nhpp().plotly_alt() function for Accelerated Life Testing
(ALT) probability plots, with one line per stress level.plotly_rel() function for ALT life-stress
relationship plots.plotly_mcf() function for Mean Cumulative Function
(MCF) plots for repairable systems.plotly_nhpp() function for Non-Homogeneous Poisson
Process (NHPP) reliability growth plots.plotly_exposure() function for exposure plots.plotly_wblr(), plotly_rga(), and
plotly_contour() now accept a list of model objects for
overlaying multiple fits on a single plot.plotly_wblr() and
plotly_rga().plotly_duane.plotly_wblr to reduce
clutter.WeibullR.plotly to
ReliaPlotR to better reflect its broader focus on
reliability engineering topics beyond just Weibull analysis.duane function.plotly_duane and plotly_rga functions.plotly_wblr now has a lognormal plotting canvas.plotly_wblr and plotly_contour have
more plotting options.plotly_wblr no longer gives warning message (issue
#2).plotly_wblr now has different subplot options.plotly_wblr and plotly_contour no longer
plot messages to the console.plotly_wblr function.plotly_contour function.These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.