Other packages > Find by keyword >

weibulltools  

Statistical Methods for Life Data Analysis
View on CRAN: Click here


Download and install weibulltools package within the R console
Install from CRAN:
install.packages("weibulltools")

Install from Github:
library("remotes")
install_github("cran/weibulltools")

Install by package version:
library("remotes")
install_version("weibulltools", "2.1.0")



Attach the package and use:
library("weibulltools")
Maintained by
Tim-Gunnar Hensel
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-07-25
Latest Update: 2023-04-05
Description:
Provides statistical methods and visualizations that are often used in reliability engineering. Comprises a compact and easily accessible set of methods and visualization tools that make the examination and adjustment as well as the analysis and interpretation of field data (and bench tests) as simple as possible. Non-parametric estimators like Median Ranks, Kaplan-Meier (Abernethy, 2006, <ISBN:978-0-9653062-3-2>), Johnson (Johnson, 1964, <ISBN:978-0444403223>), and Nelson-Aalen for failure probability estimation within samples that contain failures as well as censored data are included. The package supports methods like Maximum Likelihood and Rank Regression, (Genschel and Meeker, 2010, <doi:10.1080/08982112.2010.503447>) for the estimation of multiple parametric lifetime distributions, as well as the computation of confidence intervals of quantiles and probabilities using the delta method related to Fisher's confidence intervals (Meeker and Escobar, 1998, <ISBN:9780471673279>) and the beta-binomial confidence bounds. If desired, mixture model analysis can be done with segmented regression and the EM algorithm. Besides the well-known Weibull analysis, the package also contains Monte Carlo methods for the correction and completion of imprecisely recorded or unknown lifetime characteristics. (Verband der Automobilindustrie e.V. (VDA), 2016, <ISSN:0943-9412>). Plots are created statically ('ggplot2') or interactively ('plotly') and can be customized with functions of the respective visualization package. The graphical technique of probability plotting as well as the addition of regression lines and confidence bounds to existing plots are supported.
How to cite:
Tim-Gunnar Hensel (2018). weibulltools: Statistical Methods for Life Data Analysis. R package version 2.1.0, https://cran.r-project.org/web/packages/weibulltools. Accessed 06 Mar. 2026.
Previous versions and publish date:
0.5.4 (2018-07-25 23:50), 1.0.0 (2019-01-26 16:00), 1.0.1 (2019-01-29 17:10), 2.0.0 (2021-01-12 10:30)
Other packages that cited weibulltools R package
View weibulltools citation profile
Other R packages that weibulltools depends, imports, suggests or enhances
Complete documentation for weibulltools
Functions, R codes and Examples using the weibulltools R package
Some associated functions: alloy . calculate_ranks . confint_betabinom.default . confint_betabinom . confint_fisher.default . confint_fisher . delta_method . dist_delay.default . dist_delay . dist_delay_register . dist_delay_report . dist_mileage.default . dist_mileage . estimate_cdf.default . estimate_cdf . field_data . johnson_method . kaplan_method . loglik_function.default . loglik_function . loglik_profiling.default . loglik_profiling . mcs_delay.default . mcs_delay . mcs_delay_data . mcs_delay_register . mcs_delay_report . mcs_delays . mcs_mileage.default . mcs_mileage . mcs_mileage_data . mixmod_em.default . mixmod_em . mixmod_regression.default . mixmod_regression . mixture_em_cpp . ml_estimation.default . ml_estimation . mr_method . nelson_method . plot_conf.default . plot_conf . plot_layout . plot_mod.default . plot_mod . plot_mod_mix . plot_pop . plot_prob.default . plot_prob . plot_prob_mix . predict_prob . predict_quantile . r_squared_profiling.default . r_squared_profiling . rank_regression.default . rank_regression . reliability_data . shock . voltage . weibulltools-package . 
Some associated R codes: RcppExports.R . confidence_intervals.R . confidence_intervals_helpers.R . data.R . delay_distributions.R . delta_method.R . likelihood_functions.R . mcs_data.R . mcs_delay.R . mcs_mileage.R . mileage_distribution.R . mixture_identification.R . ml_estimation.R . ml_estimation_helpers.R . model_estimation.R . plot_functions.R . plot_functions_generic.R . plot_functions_ggplot2.R . plot_functions_plotly.R . plot_helpers.R . predict.R . probability_estimators.R . r_squared_function.R . rank_regression.R . rank_regression_helpers.R . reliability_data.R . utils.R . utils_parametric_models.R . weibulltools-package.R .  Full weibulltools package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

mlr3viz  
Visualizations for 'mlr3'
Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, le ...
Download / Learn more Package Citations See dependency  
EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
openxlsx  
Read, Write and Edit xlsx Files
Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, stylin ...
Download / Learn more Package Citations See dependency  
solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA