Other packages > Find by keyword >

reservr  

Fit Distributions and Neural Networks to Censored and Truncated Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("reservr", "0.0.3")



Attach the package and use:
library("reservr")
Maintained by
Alexander Rosenstock
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-12-09
Latest Update: 2024-06-24
Description:
Define distribution families and fit them to interval-censored and interval-truncated data, where the truncation bounds may depend on the individual observation. The defined distributions feature density, probability, sampling and fitting methods as well as efficient implementations of the log-density log f(x) and log-probability log P(x0 <= X <= x1) for use in 'TensorFlow' neural networks via the 'tensorflow' package. Allows training parametric neural networks on interval-censored and interval-truncated data with flexible parameterization. Applications include Claims Development in Non-Life Insurance, e.g. modelling reporting delay distributions from incomplete data, see B
How to cite:
Alexander Rosenstock (2022). reservr: Fit Distributions and Neural Networks to Censored and Truncated Data. R package version 0.0.3, https://cran.r-project.org/web/packages/reservr. Accessed 05 Mar. 2026.
Previous versions and publish date:
0.0.1 (2022-12-09 15:40), 0.0.2 (2023-10-18 22:50)
Other packages that cited reservr R package
View reservr citation profile
Other R packages that reservr depends, imports, suggests or enhances
Complete documentation for reservr
Functions, R codes and Examples using the reservr R package
Some associated functions: Distribution . GenPareto . Pareto . as_params . blended_transition . callback_adaptive_lr . callback_debug_dist_gradients . dist_bdegp . dist_beta . dist_binomial . dist_blended . dist_dirac . dist_discrete . dist_empirical . dist_erlangmix . dist_exponential . dist_gamma . dist_genpareto . dist_lognormal . dist_mixture . dist_negbinomial . dist_normal . dist_pareto . dist_poisson . dist_translate . dist_trunc . dist_uniform . dist_weibull . fit.reservr_keras_model . fit_blended . fit_dist . fit_dist_start . fit_erlang_mixture . fit_mixture . flatten_params . integrate_gk . interval-operations . interval . is.Distribution . k_matrix . plot_distributions . predict.reservr_keras_model . prob_report . quantile.Distribution . reexports . softmax . tf_compile_model . tf_initialise_model . trunc_obs . truncate_claims . weighted_moments . weighted_quantile . weighted_tabulate . 
Some associated R codes: RcppExports.R . aaa.R . blended_transition.R . callback_adaptive_lr.R . callback_debug_dist_gradients.R . check_lengths.R . compiler.R . dist_bdegp.R . dist_beta.R . dist_binomial.R . dist_blended.R . dist_dirac.R . dist_discrete.R . dist_empirical.R . dist_erlangmix.R . dist_exponential.R . dist_gamma.R . dist_genpareto.R . dist_lognormal.R . dist_mixture.R . dist_negbinomial.R . dist_normal.R . dist_pareto.R . dist_poisson.R . dist_translate.R . dist_trunc.R . dist_uniform.R . dist_weibull.R . distribution_class.R . distribution_generics.R . distribution_methods.R . fit_blended.R . fit_erlang_mixture.R . fit_mixture.R . fit_util.R . flatten_params.R . gpd.R . integrate.R . interval.R . pareto.R . plot_distributions.R . prob_report.R . reservr-package.R . softmax.R . tf_compile.R . tf_compile_loss.R . tf_constants.R . tf_fit.R . tf_initialise.R . tf_util.R . trunc_erlangmix_init.R . trunc_obs.R . truncate_claims.R . weighted_stats.R . zzz.R .  Full reservr package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

roccv  
ROC for Cross Validation Results
Cross validate large genetic data while specifying clinical variables that should always be in the m ...
Download / Learn more Package Citations See dependency  
ClimClass  
Climate Classification According to Several Indices
Classification of climate according to Koeppen - Geiger, of aridity indices, of continentality indi ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
diffIRT  
Diffusion IRT Models for Response and Response Time Data
Package to fit diffusion-based IRT models to response and response time data. Models are fit using ...
Download / Learn more Package Citations See dependency  
pinp  
'pinp' is not 'PNAS'
A 'PNAS'-alike style for 'rmarkdown', derived from the 'Proceedings of the National Academy of Scie ...
Download / Learn more Package Citations See dependency  
neat  
Efficient Network Enrichment Analysis Test
Includes functions and examples to compute NEAT, the Network Enrichment Analysis Test described in ...
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