ppwdeming 3.0.2

• revised various multi_ function examples to have smaller n, for testing purposes (<10s).

ppwdeming 3.0.1

• revised the PWD_inference example to run the shorter (linear) version, for testing purposes (<10s).

ppwdeming 3.0.0

• this is a MAJOR UPDATE: after exhaustive testing, replacing old (linear) algorithm with new (quadratic) algorithm performs slightly differently, but generally gets closer to optimum.
• Added various functions for multi-instrument analyses: multi_PWD_inf, multi_PWD_inner, multi_PWD_out, multi_PWD
• Added reference to arXiv for multi_ functions: Hawkins DM and Kraker JJ. Multiple Instrument Methods Comparison by Precision weighted Deming Regression, on Arxiv (2026) doi:10.48550/arXiv.2607.11776
• Removed printem output for each of: PWD_get_gh, PWD_inference, PWD_known, PWD_resi
• Added lifecycle deprecation badge and warning to each of the corresponding functions (PWD_get_gh, PWD_inference, PWD_known, PWD_resi) for printem argument, as per https://lifecycle.r-lib.org/articles/communicate.html#arguments
• Added summary() function for: PWD_inference and multi_PWD_inf –> summary.pwdinf(); PWD_known –> summary.pwdknown(); PWD_resi –> summary.pwdresi(); PWD_outlier and multi_PWD_out –> summary.pwdgetgh() PWD_get_gh and multi_PWD –> summary.pwdout()
• Added lifecycle deprecation badge and warning to each of the corresponding functions (PWD_RL, PWD_get_gh, PWD_inference, PWD_outlier), as per https://lifecycle.r-lib.org/articles/communicate.html#arguments, to deprecate rho, alpha, beta, mu arguments; no longer used.

ppwdeming 2.1.0

• Correction to the storage in PWD_outlier function, leading to slightly different z-scores in the output.
• Output to PWD_outlier function was adjusted to include a dataframe element with more easily-readable output.
  
• The option to print (via the printem argument) during the function application was thus removed for simplicity.
• Updated the primary reference to the now-known publication date.

ppwdeming 2.0.0

• Sizable update, refining functions to operate more efficiently.
• PWD_RL is no longer called by other functions, but it is retained for individual application.
• PWD_get_gh is the major update, in which the original search algorithm is replaced by an improved algorithm, which we refer to as the unified approach, focusing on the ratio rho=sigma/kappa. This results in a many-fold decrease in computing speed.
• The interconnected functions now also incorporate an optional starting point for all the parameters in the search algorithm: PWD_get_gh, PWD_inference, and PWD_outlier include options to initialize any of rho, alpha, beta, or the vector mu.
• PWD_known is also updated to reflect the full likelihood, leading to an improved algorithm using the optim function.
• Various housekeeping and grammatical edits were also integrated:
• Adjusted various functions to better handle missing values.
• Expand the reference to our paper by adding its title wherever we just have the DOI.
• Under PWD_get_gh Details, removed “reduces the number of optimized parameters…”
• Under PWD_inference Description, deleted “Currently”.
• Under WD_Linnet Details, added “since the underlying precision profile models are not the same.”
• Removed double-spacing in message-outputs (artifact of retaining “” from cat, no longer needed)
• Inside PWD_outlier function, removed extraneous text output and double-spacing.
• Under PWD_outlier values, edited the description of scalr.
• Clarification in details for PW_outlier.
• Clarification in the description of PWD_resi.
• Streamlined the package Description.
• Standardized the argument definitions using the parameter notation (versus words) and ended each with a period (as is standard) instead of a comma.
• Revised the Details section for PWD_get_gh to reflect the fewer number of parameters.
• Updated the Reference for the primary reference paper with the new doi and accepted status.
• The main change was updates to the PWD_resi function: removed Pvals, and edited documentation to match, reflecting removal from the submitted paper.
• Minor documentation edits, standardizing the annotation.
• Adjusted output name to be L instead of like for -2 log Likelihood.
• Added details for default initial values of parameters.
• Set printem defaults to reduce automatic output for PWD_outlier.
• Minor adjustments to documentation language.
  
• Added Argument notes and Details for PWD_get_gh documentation, defining rho as the ratio sigma/kappa.
  
• Fixed output formatting for PWD_outlier.

ppwdeming 1.0.6

• revised individual function documentation to reference arXiv document by arXiv DOI in format doi:10.48550/arXiv.YYMM.NNNNN.
• adjusted one other doi reference correspondingly.

ppwdeming 1.0.5

• updated algorithm in function PWD_RL to better handle rare non-convergence.

ppwdeming 1.0.4

• revised primary reference in DESCRIPTION file to include author names and to have consistent format.
• For runnable (but >10s running) code in examples, replaced with . This was applied to functions: PWD_inference, PWD_outlier.
• Removed the default console output by:
  1. setting the printem to default to FALSE; and
  2. replacing any print()/cat() with message(). This was applied for: PWD_get_gh, PWD_inference, PWD_known, PWD_outlier, PWD_resi, and WD_Linnet. Relevant items are elements on the list-value of the function.
• Replaced print() with message() and stop() for possible error in WD_General.

ppwdeming 1.0.3

• placed examples directly into function-building files;
• used to keep runtime under 10s.

ppwdeming 1.0.2

• Corrected Github address.

ppwdeming 1.0.1

• Updated arXiv URL and Description to more closely meet auto-check.

ppwdeming 1.0.0

• Initial CRAN submission.

ppwdeming 0.99.0

• Minor updates to documentation.

ppwdeming 0.0.0.9012

• Most recently updated simplified examples

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