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extr 1.1.1 (2026-06-09)
Changes in 1.1.1
- Updated the package citation to the published article in Methods
in Ecology and Evolution.
- Added examples for irregularly spaced observation times and missing
observations in
ext_di().
- Clarified the distinction between the default ML method and the OEAR
method for irregular or mildly incomplete time series.
extr 1.1.0 (2026-03-14)
Changes in 1.1.0
- Added
method = "oear" to ext_di(),
allowing extinction probability estimates and associated confidence
intervals to be computed using an
observation-error-and-autocovariance-robust (OEAR) plug-in variance
estimate.
- Implemented the OEAR variance estimator using HAC long-run variance
estimation with AR(1) pre-whitening and a Bartlett kernel.
- Added OEAR diagnostics (
rho_tilde_pw and
j) to the returned object and printed output.
- Updated method-specific output: for
method = "naive",
output includes Variance and aic; for
method = "oear", output includes
Process variance (OEAR), reports aic as
NA, and reports lower_cl_s and
upper_cl_s using a chi-square-based pragmatic plug-in
approximation.
extr 1.0.0 (2025-09-15)
Up to 0.9.0
- Core extinction-risk estimator
ext_di for
density-independent (drifted Wiener) models.
- Includes MLEs of growth rate and environmental variance from
irregular time series.
- Includes point estimate of extinction probability.
- Includes confidence intervals for extinction probability (w-z
method) with near-nominal coverage.
- Includes optional QQ-plot diagnostic.
Changes in 1.0.0
- Numerical stability and range:
- Adaptive probability representation on G, log G, and log(1-G).
- Uses complement form when G is near 0 or 1 to maintain numerical
accuracy.
- Log-scale representation extends safe range down to symbolic
exp(-DBL_MAX).
- Probabilities near 0 or 1 are displayed as
10^-* or
1-10^-*.
- Printed output:
- Printed precision is configurable via
options("extr.digits").
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.