identity and identity_w
datasets now use item names for the marginal-rank columns:
party, religion, gender,
race (previously
app_identity_1–app_identity_4) and
household, neighborhood, city,
state (previously
anc_identity_1–anc_identity_4). Examples and
vignettes now pass these columns explicitly, e.g.
main_q = c("party", "religion", "gender", "race").rank_wider() for converting
long-format ranking data to wide format (one column per item or a single
pasted ranking string).imprr_direct(): anc_correct is now
optional. Users can instead supply p_random directly, or
rely on anchor-based estimation of the non-random response rate.add_ipw_weights() for
returning the original data augmented with respondent-level IPW weights,
with an option to also keep ranking summaries.imprr_direct_rcpp(): correctly delegates to
imprr_direct() when method = "fixed",
forwarding all population and assumption inputs.rpluce(): when all remaining Plackett-Luce weights
become zero after earlier draws, the remaining items are now sampled
uniformly at random rather than being ordered by input position.rank_longer(): stricter validation on the
reference argument and clearer handling of single- vs
multi-column input.J must
be finite; permutation labels are parsed consistently across compact,
delimited, and fixed-width formats (including J > 9).\href{}{} for external URLs;
expanded examples and \value{} sections.imprr_direct(),
imprr_direct_rcpp(), and imprr_weights().plot_avg_ranking() and
plot_dist_ranking().rank_longer(), item_to_rank(),
recover_recorded_responses(), and
permn_augment().uniformity_test().rpluce() for Plackett-Luce
sampling.
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