Description: Efficient procedures for fitting the regularization path for linear, binomial, multinomial models with lasso, group lasso or block lasso penalty. The package uses Linearized Bregman Algorithm to solve the regularization path through iterations. Bregman Inverse Scale Space Differential Inclusion solver is also provided for linear model with lasso penalty.

Description: Efficient procedures for fitting the regularization path
for linear, binomial, multinomial, Ising and Potts models with lasso,
group lasso or column lasso(only for multinomial) penalty.
The package uses Linearized Bregman Algorithm to solve the
regularization path through iterations. Bregman Inverse Scale Space Differential
Inclusion solver is also provided for linear model with lasso penalty.

Title: Life History Models of Individuals
Description: Likelihood-based estimation of individual growth and sexual maturity models for organisms, usually fish and invertebrates. It includes methods for data organization, plotting standard exploratory and analytical plots, predictions.

Title: Framework for Traditional Life Insurance Contracts
Description: R6 classes to model traditional life insurance
contracts like annuities, whole life insurances or endowments. Such life
insurance contracts provide a guaranteed interest and are not directly linked
to the performance of a particular investment vehicle. However, they typically
provide (discretionary) profit participation. This package provides a framework
to model such contracts in a very generic (cash-flow-based) way and includes
modelling profit participation schemes, dynamic increases or more general
contract layers, as well as contract changes (like sum increases or premium
waivers). All relevant quantities like premium decomposition, reserves and
benefits over the whole contract period are calculated and potentially
exported to excel. Mortalities are given using the 'MortalityTables' package.
Authors@R: c(person("Reinhold", "Kainhofer", role=c("aut", "cre"), email="reinhold@kainhofer.com"))
Imports: R6, MortalityTables, objectProperties, lubridate, openxlsx,
dplyr, scales, abind, stringr, methods, rlang
Suggests: knitr, rmarkdown, pander, kableExtra, magrittr, tibble,