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cff-version: 1.2.0
message: 'To cite package "UniIS" in publications use:'
type: software
license: GPL-3.0-only
title: 'UniIS: Importance Sampling Inference for Censored Univariate Data'
version: 0.1.0
doi: 10.32614/CRAN.package.UniIS
abstract: Distribution-independent framework for importance-sampling inference with
  univariate observations subject to censoring or truncation. Users provide probability
  functions and a proposal over model parameters. Constructs observed-data likelihood
  contributions, computes numerically stable importance weights, and supplies posterior,
  likelihood, predictive, diagnostic, and model-comparison summaries. Covers complete,
  right, left, interval, Type-I, Type-II, progressive Type-II, first-failure, progressive
  first-failure, doubly Type-II, middle-censored, and left/right-truncated data. Methods
  for importance sampling and censoring schemes are described in Geweke (1989) <https://doi.org/10.2307/2290062>,
  Hesterberg (1995) <https://doi.org/10.1080/00031305.1995.10476138>, Robert and Casella
  (2004, ISBN:978-0-387-21617-1), Kundu and Joarder (2006) <https://doi.org/10.1016/j.csda.2005.05.002>,
  Banerjee and Kundu (2008) <https://doi.org/10.1109/TR.2008.916890>, Iyer, Jammalamadaka,
  and Kundu (2008) <https://doi.org/10.1016/j.jspi.2007.03.062>, Wu and Kus (2009)
  <https://doi.org/10.1016/j.csda.2009.03.010>, Prajapati, Mitra, and Kundu (2019)
  <https://doi.org/10.1007/s13571-018-0167-0>, Mondal and Kundu (2020) <https://doi.org/10.1080/03610926.2018.1554128>,
  Balakrishnan and Aggarwala (2000, ISBN:980-1-4612-1334-5), Ding and Gui (2023) <https://doi.org/10.3390/math11092003>,
  Nagar, Kumar, and Krishna (2026) <https://doi.org/10.59467/IJASS.2026.22.1>, Goel
  and Krishna (2026) <https://doi.org/10.1007/s13198-026-03208-w>, Yadav, Jaiswal,
  and Yadav (2026) <https://doi.org/10.1007/s11135-026-02647-8>, and Goel, Kumar,
  and Krishna (2026, "Estimation in power Lindley distributions using balanced joint
  progressively Type-II censored data").
authors:
- family-names: Tyagi
  given-names: Shikhar
  email: shikhar1093tyagi@gmail.com
  orcid: https://orcid.org/0000-0003-1606-0844
- family-names: Pandey
  given-names: Arvind
  email: arvindmzu@gmail.com
- family-names: Singh
  given-names: Bhupendra
  email: bhupendra.rana@gmail.com
- family-names: Tripathi
  given-names: Vrijesh
  email: vrijesh.tripathi@uwi.edu
repository: https://shikhartyagi.r-universe.dev
commit: cc689f045511bb69916e78efc189d5d4ee68361c
date-released: '2026-08-06'
contact:
- family-names: Tyagi
  given-names: Shikhar
  email: shikhar1093tyagi@gmail.com
  orcid: https://orcid.org/0000-0003-1606-0844