asympDiag

Diagnostic Tools for Asymptotic Theory

v0.3.2 · Feb 15, 2026 · MIT + file LICENSE

Description

Leveraging Monte Carlo simulations, this package provides tools for diagnosing regression models. It implements a parametric bootstrap framework to compute statistics, generates diagnostic envelopes to assess goodness-of-fit, and evaluates type I error control for Wald tests. By simulating data under the assumption that the model is true, it helps to identify model mis-specifications and enhances the reliability of the model inferences.

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CRAN Check Status

5 ERROR

8 OK

Show all 13 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	ERROR	49.7s
r-devel-linux-x86_64-debian-gcc	ERROR	37s
r-devel-linux-x86_64-fedora-clang	OK	76.5s
r-devel-linux-x86_64-fedora-gcc	OK	75.6s
r-devel-windows-x86_64	OK	74s
r-oldrel-macos-arm64	OK	30s
r-oldrel-macos-x86_64	OK	105s
r-oldrel-windows-x86_64	ERROR	83s
r-patched-linux-x86_64	ERROR	46.2s
r-release-linux-x86_64	ERROR
r-release-macos-arm64	OK	15s
r-release-macos-x86_64	OK	45s
r-release-windows-x86_64	OK	75s

Check details (5 non-OK)

ERROR r-devel-linux-x86_64-debian-clang

tests

Running ‘testthat.R’ [10s/11s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
  > # This file is part of the standard setup for testthat.
  > # It is recommended that you do not modify it.
  > #
  > # Where should you do additional test configuration?
  > # Learn more about the roles of various files in:
  > # * https://r-pkgs.org/testing-design.html#sec-tests-files-overview
  > # * https://testthat.r-lib.org/articles/special-files.html
  > 
  > library(testthat)
  > library(asympDiag)
  > 
  > test_check("asympDiag")
  Saving _problems/test-simulate_wald_pvalues-101.R
  [ FAIL 1 | WARN 0 | SKIP 3 | PASS 166 ]
  
  ══ Skipped tests (3) ═══════════════════════════════════════════════════════════
  • On CRAN (3): 'test-envelope.R:63:3', 'test-envelope.R:70:3',
    'test-envelope.R:79:3'
  
  ══ Failed tests ════════════════════════════════════════════════════════════════
  ── Error ('test-simulate_wald_pvalues.R:101:5'): simulate_wald_pvalues works with poisson with offset ──
  Error in `plot.AD_pvalues(out, which = ncoef + 1)`: No p-value to plot.
  Backtrace:
      ▆
   1. ├─base::suppressWarnings(...) at test-simulate_wald_pvalues.R:99:3
   2. │ └─base::withCallingHandlers(...)
   3. └─asympDiag::simulate_wald_pvalues(fit, nsim = 5) at test-simulate_wald_pvalues.R:101:5
   4.   ├─base::plot(out, which = ncoef + 1)
   5.   └─asympDiag:::plot.AD_pvalues(out, which = ncoef + 1)
  
  [ FAIL 1 | WARN 0 | SKIP 3 | PASS 166 ]
  Error:
  ! Test failures.
  Execution halted

ERROR r-devel-linux-x86_64-debian-gcc

tests

Running ‘testthat.R’ [6s/8s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
  > # This file is part of the standard setup for testthat.
  > # It is recommended that you do not modify it.
  > #
  > # Where should you do additional test configuration?
  > # Learn more about the roles of various files in:
  > # * https://r-pkgs.org/testing-design.html#sec-tests-files-overview
  > # * https://testthat.r-lib.org/articles/special-files.html
  > 
  > library(testthat)
  > library(asympDiag)
  > 
  > test_check("asympDiag")
  Saving _problems/test-simulate_wald_pvalues-101.R
  [ FAIL 1 | WARN 0 | SKIP 3 | PASS 166 ]
  
  ══ Skipped tests (3) ═══════════════════════════════════════════════════════════
  • On CRAN (3): 'test-envelope.R:63:3', 'test-envelope.R:70:3',
    'test-envelope.R:79:3'
  
  ══ Failed tests ════════════════════════════════════════════════════════════════
  ── Error ('test-simulate_wald_pvalues.R:101:5'): simulate_wald_pvalues works with poisson with offset ──
  Error in `plot.AD_pvalues(out, which = ncoef + 1)`: No p-value to plot.
  Backtrace:
      ▆
   1. ├─base::suppressWarnings(...) at test-simulate_wald_pvalues.R:99:3
   2. │ └─base::withCallingHandlers(...)
   3. └─asympDiag::simulate_wald_pvalues(fit, nsim = 5) at test-simulate_wald_pvalues.R:101:5
   4.   ├─base::plot(out, which = ncoef + 1)
   5.   └─asympDiag:::plot.AD_pvalues(out, which = ncoef + 1)
  
  [ FAIL 1 | WARN 0 | SKIP 3 | PASS 166 ]
  Error:
  ! Test failures.
  Execution halted

ERROR r-oldrel-windows-x86_64

tests

Running 'testthat.R' [11s]
Running the tests in 'tests/testthat.R' failed.
Complete output:
  > # This file is part of the standard setup for testthat.
  > # It is recommended that you do not modify it.
  > #
  > # Where should you do additional test configuration?
  > # Learn more about the roles of various files in:
  > # * https://r-pkgs.org/testing-design.html#sec-tests-files-overview
  > # * https://testthat.r-lib.org/articles/special-files.html
  > 
  > library(testthat)
  > library(asympDiag)
  > 
  > test_check("asympDiag")
  Saving _problems/test-simulate_wald_pvalues-101.R
  [ FAIL 1 | WARN 0 | SKIP 3 | PASS 166 ]
  
  ══ Skipped tests (3) ═══════════════════════════════════════════════════════════
  • On CRAN (3): 'test-envelope.R:63:3', 'test-envelope.R:70:3',
    'test-envelope.R:79:3'
  
  ══ Failed tests ════════════════════════════════════════════════════════════════
  ── Error ('test-simulate_wald_pvalues.R:101:5'): simulate_wald_pvalues works with poisson with offset ──
  Error in `plot.AD_pvalues(out, which = ncoef + 1)`: No p-value to plot.
  Backtrace:
      ▆
   1. ├─base::suppressWarnings(...) at test-simulate_wald_pvalues.R:99:3
   2. │ └─base::withCallingHandlers(...)
   3. └─asympDiag::simulate_wald_pvalues(fit, nsim = 5) at test-simulate_wald_pvalues.R:101:5
   4.   ├─base::plot(out, which = ncoef + 1)
   5.   └─asympDiag:::plot.AD_pvalues(out, which = ncoef + 1)
  
  [ FAIL 1 | WARN 0 | SKIP 3 | PASS 166 ]
  Error:
  ! Test failures.
  Execution halted

ERROR r-patched-linux-x86_64

tests

Running ‘testthat.R’ [10s/11s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
  > # This file is part of the standard setup for testthat.
  > # It is recommended that you do not modify it.
  > #
  > # Where should you do additional test configuration?
  > # Learn more about the roles of various files in:
  > # * https://r-pkgs.org/testing-design.html#sec-tests-files-overview
  > # * https://testthat.r-lib.org/articles/special-files.html
  > 
  > library(testthat)
  > library(asympDiag)
  > 
  > test_check("asympDiag")
  Saving _problems/test-simulate_wald_pvalues-101.R
  [ FAIL 1 | WARN 0 | SKIP 3 | PASS 166 ]
  
  ══ Skipped tests (3) ═══════════════════════════════════════════════════════════
  • On CRAN (3): 'test-envelope.R:63:3', 'test-envelope.R:70:3',
    'test-envelope.R:79:3'
  
  ══ Failed tests ════════════════════════════════════════════════════════════════
  ── Error ('test-simulate_wald_pvalues.R:101:5'): simulate_wald_pvalues works with poisson with offset ──
  Error in `plot.AD_pvalues(out, which = ncoef + 1)`: No p-value to plot.
  Backtrace:
      ▆
   1. ├─base::suppressWarnings(...) at test-simulate_wald_pvalues.R:99:3
   2. │ └─base::withCallingHandlers(...)
   3. └─asympDiag::simulate_wald_pvalues(fit, nsim = 5) at test-simulate_wald_pvalues.R:101:5
   4.   ├─base::plot(out, which = ncoef + 1)
   5.   └─asympDiag:::plot.AD_pvalues(out, which = ncoef + 1)
  
  [ FAIL 1 | WARN 0 | SKIP 3 | PASS 166 ]
  Error:
  ! Test failures.
  Execution halted

ERROR r-release-linux-x86_64

tests

Running ‘testthat.R’ [9s/12s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
  > # This file is part of the standard setup for testthat.
  > # It is recommended that you do not modify it.
  > #
  > # Where should you do additional test configuration?
  > # Learn more about the roles of various files in:
  > # * https://r-pkgs.org/testing-design.html#sec-tests-files-overview
  > # * https://testthat.r-lib.org/articles/special-files.html
  > 
  > library(testthat)
  > library(asympDiag)
  > 
  > test_check("asympDiag")
  Saving _problems/test-simulate_wald_pvalues-101.R
  [ FAIL 1 | WARN 0 | SKIP 3 | PASS 166 ]
  
  ══ Skipped tests (3) ═══════════════════════════════════════════════════════════
  • On CRAN (3): 'test-envelope.R:63:3', 'test-envelope.R:70:3',
    'test-envelope.R:79:3'
  
  ══ Failed tests ════════════════════════════════════════════════════════════════
  ── Error ('test-simulate_wald_pvalues.R:101:5'): simulate_wald_pvalues works with poisson with offset ──
  Error in `plot.AD_pvalues(out, which = ncoef + 1)`: No p-value to plot.
  Backtrace:
      ▆
   1. ├─base::suppressWarnings(...) at test-simulate_wald_pvalues.R:99:3
   2. │ └─base::withCallingHandlers(...)
   3. └─asympDiag::simulate_wald_pvalues(fit, nsim = 5) at test-simulate_wald_pvalues.R:101:5
   4.   ├─base::plot(out, which = ncoef + 1)
   5.   └─asympDiag:::plot.AD_pvalues(out, which = ncoef + 1)
  
  [ FAIL 1 | WARN 0 | SKIP 3 | PASS 166 ]
  Error:
  ! Test failures.
  Execution halted

Check History

ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 21, 2026

ERROR r-release-linux-x86_64

tests

Running ‘testthat.R’ [9s/11s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
  > # This file is part of the standard setup for testthat.
  > # It is recommended that you do not modify it.
  > #
  > # Where should you do additional t
...[truncated]...
it, nsim = 5) at test-simulate_wald_pvalues.R:101:5
   4.   ├─base::plot(out, which = ncoef + 1)
   5.   └─asympDiag:::plot.AD_pvalues(out, which = ncoef + 1)
  
  [ FAIL 1 | WARN 0 | SKIP 3 | PASS 166 ]
  Error:
  ! Test failures.
  Execution halted

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Version History

4 tracked

new 0.3.2 Mar 10, 2026

updated 0.3.2 ← 0.3.1 diff Feb 14, 2026

updated 0.3.1 ← 0.3.0 diff Mar 26, 2025

new 0.3.0 Mar 25, 2025