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Fixed typo [ci skip]
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README.md

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@@ -45,7 +45,7 @@ _J. R. Stat. Soc. A_, 182: 389-402. doi:10.1111/rssa.12378.
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### Contributing
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We are always looking for new contributors! See [CONTRIBUTING.md](https://raw.githubusercontent.com/stan-dev/bayesplot//master/.github/CONTRIBUTING.md) for details and/or reach out via the issue tracker.
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We are always looking for new contributors! See [CONTRIBUTING.md](https://raw.githubusercontent.com/stan-dev/bayesplot/master/.github/CONTRIBUTING.md) for details and/or reach out via the issue tracker.
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### Installation
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@@ -96,7 +96,7 @@ ppc_dens_overlay(y = fit$y,
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yrep = posterior_predict(fit, draws = 50))
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```
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<img src=https://raw.githubusercontent.com/stan-dev/bayesplot//master/images/ppc_dens_overlay-rstanarm.png width=50%/>
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<img src=https://raw.githubusercontent.com/stan-dev/bayesplot/master/images/ppc_dens_overlay-rstanarm.png width=50%/>
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```r
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# also works nicely with piping
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```
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<img src=https://raw.githubusercontent.com/stan-dev/bayesplot//master/images/ppc_stat_grouped-rstanarm.png width=50%/>
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<img src=https://raw.githubusercontent.com/stan-dev/bayesplot/master/images/ppc_stat_grouped-rstanarm.png width=50%/>
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```r
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# with rstan demo model
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p + facet_text(size = 15)
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```
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<img src=https://raw.githubusercontent.com/stan-dev/bayesplot//master/images/mcmc_trace-rstan.png width=50% />
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<img src=https://raw.githubusercontent.com/stan-dev/bayesplot/master/images/mcmc_trace-rstan.png width=50% />
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```r
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# scatter plot also showing divergences
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)
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```
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<img src=https://raw.githubusercontent.com/stan-dev/bayesplot//master/images/mcmc_scatter-rstan.png width=50% />
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<img src=https://raw.githubusercontent.com/stan-dev/bayesplot/master/images/mcmc_scatter-rstan.png width=50% />
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```r
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color_scheme_set("red")
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np <- nuts_params(fit2)
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mcmc_nuts_energy(np) + ggtitle("NUTS Energy Diagnostic")
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```
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<img src=https://raw.githubusercontent.com/stan-dev/bayesplot//master/images/mcmc_nuts_energy-rstan.png width=50% />
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<img src=https://raw.githubusercontent.com/stan-dev/bayesplot/master/images/mcmc_nuts_energy-rstan.png width=50% />
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```r
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# another example with rstanarm
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grid_lines(color = "white")
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```
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<img src=https://raw.githubusercontent.com/stan-dev/bayesplot//master/images/ppc_intervals-rstanarm.png width=55% />
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<img src=https://raw.githubusercontent.com/stan-dev/bayesplot/master/images/ppc_intervals-rstanarm.png width=55% />

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