AlphaPowerHazard: Alpha-Power Hazard Regression Models for Survival Data

Implements the alpha-power hazard model and regression frameworks for survival data based on the flexible hazard rate function h(x; alpha, beta) = alpha^x + x^(beta-1) (Pal et al., 2026 <doi:10.1007/s41096-026-00297-5>). Provides standard distribution functions (d, p, q, r, h, H, s) and distributional properties including raw/central moments, variance, skewness, kurtosis, quantile statistics (Bowley's skewness, Moors's kurtosis), Lambert W hazard rate function minimum (Corless et al., 1996), order statistics, and stochastic ordering (Shaked & Shanthikumar, 1994). Computes five classical estimation methods for baseline parameters: Maximum Likelihood Estimation (Casella & Berger, 2002), Least Squares Estimation (Swain et al., 1988), Weighted Least Squares Estimation (Styan, 1973), Maximum Product of Spacings Estimation (Cheng & Amin, 1983 <doi:10.1111/j.2517-6161.1983.tb01241.x>), and Cramer-von Mises Estimation (Macdonald, 1971). Supports four hazard regression models (M1-M4) within proportional hazards and parametric frameworks across uncensored data, right censoring, left censoring, interval censoring, and progressive Type-I and Type-II censoring schemes (Lee & Wang, 2003; Lawless, 2011; Balakrishnan & Aggarwala, 2000). Includes comprehensive model diagnostics, Cox-Snell, martingale, deviance, standardized, and studentized residuals, leverage, Cook's distance, DFFITS, DFBETAS, model comparisons (AIC, BIC, WAIC), k-fold cross-validation, prediction suites, random data generators, and an eight-panel diagnostic visualization suite.

Version:	0.1.0
Depends:	R (≥ 4.0.0)
Imports:	survival, maxLik, numDeriv, MASS, stats, graphics, grDevices, utils
Suggests:	testthat (≥ 3.0.0), knitr, rmarkdown
Published:	2026-07-29
DOI:	10.32614/CRAN.package.AlphaPowerHazard
Author:	Shikhar Tyagi [aut, cre], Arvind Pandey [aut], Bhupendra Singh [aut], Vrijesh Tripathi [aut]
Maintainer:	Shikhar Tyagi <shikhar1093tyagi at gmail.com>
License:	GPL-3
NeedsCompilation:	no
Language:	en-US
CRAN checks:	AlphaPowerHazard results

Documentation:

Reference manual:	AlphaPowerHazard.html , AlphaPowerHazard.pdf
Vignettes:	Introduction to AlphaPowerHazard (source, R code)

Downloads:

Package source:	AlphaPowerHazard_0.1.0.tar.gz
Windows binaries:	r-devel: AlphaPowerHazard_0.1.0.zip, r-release: AlphaPowerHazard_0.1.0.zip, r-oldrel: AlphaPowerHazard_0.1.0.zip
macOS binaries:	r-release (arm64): AlphaPowerHazard_0.1.0.tgz, r-oldrel (arm64): AlphaPowerHazard_0.1.0.tgz, r-release (x86_64): AlphaPowerHazard_0.1.0.tgz, r-oldrel (x86_64): AlphaPowerHazard_0.1.0.tgz

Linking:

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