# Robert 2011: Lack of confidence in approximate Bayesian computation model choice

> Christian P. Robert, Jean-Marie Cornuet, Jean-Michel Marin et al., 2011. 1 records on Mysteries Department cite it. The procedure-fingerprinting survey…

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[Sources](https://mysteriesdept.com/sources)[Voynich Manuscript](https://mysteriesdept.com/mysteries/voynich-manuscript)Robert 2011

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# Lack of confidence in approximate Bayesian computation model choice

Christian P. Robert, Jean-Marie Cornuet, Jean-Michel Marin et al., 2011. _Proceedings of the National Academy of Sciences_.

Shows that model choice by approximate Bayesian computation can be unreliable when the summary statistics are not sufficient.

**Voynich Manuscript** Articledoi: **[10.1073/pnas.1102900108](https://doi.org/10.1073/pnas.1102900108)** Checked against the original0

## What it's used for here

The procedure-fingerprinting survey cites it as a caution for simulation-based model choice on summary statistics.

## Cited by on this site 1 record

[1 methods surveys]

Encoding procedures

SRC

## Cite it

```
Robert, C. P., Cornuet, J. M., Marin, J. M., & Pillai, N. S. (2011). Lack of confidence in approximate Bayesian computation model choice. Proceedings of the National Academy of Sciences. https://doi.org/10.1073/pnas.1102900108
```

[Read it free at doi.org](https://doi.org/10.1073/pnas.1102900108)

Key

**SRC** 0D8MSRRJ07K2

Kind

Journal article

Rights

arXiv-nonexclusive

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Against the published article

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