README.Rmd

---
output: github_document
---

<!-- README.md is generated from README.Rmd. Please edit that file -->

```{r, include = FALSE}
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "man/figures/README-",
  out.width = "100%"
)
```

# Adaptive Discrete Smoothing

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The R package **AdaptiveDiscreteSmoothing** provides an implementation of the adaptive discrete smoothing framework from [Chen, Luo and Spindler](https://arxiv.org/abs/1912.12867).

## Documentation and Maintenance

Documentation of functions in R: [Documentation](https://svenklaassen.github.io/AdaptiveDiscreteSmoothing/)

**AdaptiveDiscreteSmoothing** is currently maintained by [`@SvenKlaassen`](https://github.com/SvenKlaassen).

## Installation

To install development version from [GitHub](https://github.com/), run the following commands:

```{r, eval=FALSE}
# install.packages("devtools")
remotes::install_github("SvenKlaassen/AdaptiveDiscreteSmoothing")
```

## References
* Xi Chen, Ye Luo, and Martin Spindler. "Adaptive Discrete Smoothing for High-Dimensional and Nonlinear Panel Data." arXiv preprint arXiv:1912.12867 (2019). [Paper](https://arxiv.org/abs/1912.12867)