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Changelog

Source: NEWS.md

texanshootR 0.1.0

Initial release.

Search engine

  • shoot(): budgeted exploratory linear-model search across predictor subsets, transformations, interactions, sample restrictions, outcome constructions, and model-form lifts.
  • restriction axis: complete-cases pruning, Tukey IQR fence on the outcome or a predictor, Cook’s D leverage exclusion, and factor-level restriction.
  • outcome_construction axis: composite indices, residualisation, ratio outcomes, within-group z-scoring.
  • model_form axis: polynomial / spline predictor wraps, native Huber M-estimator (rlm), GLM family swaps, random-intercept lifts.
  • Derived-metric escalation when no spec reaches p ≤ 0.05.
  • Methods sentence rendered consistently across print(run) and every output generator via a shared describe_spec() helper.
  • summary(run) reports counts for each axis.
  • run_log(): persisted history of recorded runs.
  • Reproducibility: every run records its seed, R version, package version, and a hash of the search grid.

Live modifiers

The cursed bestiary covers questionable-research-practice tactics that fire as in-run tactical-pause modifiers:

  • +aggregate (alias +agg): collapse records to country / group means before fit. Hides within-group variance when within-group variance exceeds between-group variance.
  • +compilation (alias +comp): treat a literature compilation of reported values as ground-truth response. Reporting bias gets re-emitted as ecological signal.
  • +gapfill (alias +gap): validate predictions for unobserved cases using fit metrics on the observed cases. The reported metric is silent precisely where the question lives.
  • +tier2 (alias +relax, +downweight): when the pre-registered quality filter yields too few cases, introduce a downweighted second tier and backdate the threshold to Methods.
  • +counter_argument (alias +counter, +preempt): inscribe the reviewer’s likely objections and their rebuttals into the manuscript. Closes off review by performing it on the reviewer’s behalf.
  • +pseudo_spatial (alias +coords): add geographic coordinates as fixed effects and treat that as having handled spatial autocorrelation. Residuals still cluster.
  • +omit_control (alias +omit): drop a covariate because you don’t want to interpret it. Variance reassigns to the predictors of interest and strengthens their apparent effects.
  • +knife_edge (alias +labeling): define group membership by a knife-edge presence rule on a continuous variable. The comparison effect emerges from the labelling rule, not the underlying process.
  • +iid_rescue (alias +iid): reassign an inconvenient fixed effect to an iid random effect when the result is otherwise unwelcome.
  • +defer_fix (alias +defer, +next_step): acknowledge a methodological correction; defer it to the next paper / first step / future analysis while the broken analysis proceeds unchanged.
  • +coffee_break (alias +side_meeting, +offline): move methodological disagreement off the written record. A six-paragraph objection is answered with a one-line proposal to “discuss it informally” at the retreat.
  • +mechanism_rebuttal (alias +intuition, +but_biologically): dismiss a statistical concern by appealing to domain mechanism rather than engaging with the statistical content. The null simulation is set aside because the mechanism is “obvious”.

Deflection family

Five modifiers covering distinct rhetorical moves that redirect attention away from a methodological concern rather than engaging with it. All share the deflection fallacy tag.

  • +misunderstanding (alias +you_misread): relocate the methodological problem from the analysis to the reader.

  • +narrow_answer (alias +strawman): answer a weaker version of the concern at the wrong level of analysis.

  • +complexity_shield (alias +its_complex): invoke unspecified complexity to dismiss a specific narrow concern.

  • +frame_shift (alias +oscillate): oscillate between descriptive and causal framing depending on which is being challenged.

  • +matter_of_taste (alias +just_one_way): soften a falsifiable concern into a matter of perspective.

  • vocab_tags includes aggregation_artifact and deflection fallacy tags.

Output generators

Career-gated output set: locked functions return a status block and become usable once the tier is reached. Unlocks persist across sessions via the save state.

Persistent career

  • career(): dashboard of level, runs, favorite method, opaque qualitative scores.
  • achievements(): registry of visible and hidden achievements with unlock status.
  • wardrobe(): ASCII cosmetic slots that auto-equip when their unlocking achievement fires.
  • progress(): HUD-style companion to ?<fn>. Reads live save state and prints which functions are unlocked, which are locked, and what the next unlock requires.
  • Consent-gated save dir under tools::R_user_dir("texanshootR", "data").

Reset and configuration

Internals

  • require_unlocked(): single source of truth for output-tier gating. Signals a tx_locked condition so scripts fail loudly while interactive callers can tryCatch(tx_locked = ...). Roxygen @description on each gated function carries the static unlock requirement so ?presentation documents the tier even when the function is callable.
  • validate_messages(): schema check for the bundled YAML message packs.
  • vocab_*() family: enumerates the vocabularies that drive message selection and effect application.