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laura-dangelo committed Oct 5, 2023
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6 changes: 5 additions & 1 deletion README.Rmd
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Expand Up @@ -55,4 +55,8 @@ D’Angelo, L., Canale, A., Yu, Z., Guindani, M. (2023). Bayesian nonparametric
D’Angelo, L., and Denti, F. (2023+). A finite-infinite shared atoms nested model for the Bayesian analysis of large grouped data sets. *Working paper* 0--23.
Denti, F., Camerlenghi, F., Guindani, M., Mira, A., 2023. A Common Atoms Model for the Bayesian Nonparametric Analysis of Nested Data. *Journal of the American Statistical Association*. 118(541), 405--416. \doi{10.1080/01621459.2021.1933499}.
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Denti, F., Camerlenghi, F., Guindani, M., Mira, A., 2023. A Common Atoms Model for the Bayesian Nonparametric Analysis of Nested Data. *Journal of the American Statistical Association*. 118(541), 405--416. \doi{10.1080/01621459.2021.1933499}.
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Denti, F., Camerlenghi, F., Guindani, M., Mira, A., 2023. A Common Atoms Model for the Bayesian Nonparametric Analysis of Nested Data. *Journal of the American Statistical Association*. 118(541), 405--416. \doi{10.1080/01621459.2021.1933499}.
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<!-- README.md is generated from README.Rmd. Please edit that file -->

# SANple v0.0.1 <img src="man/figures/sanple_draft.png" align="right" width="120" />
Expand All @@ -16,19 +15,6 @@ models use Gaussian mixtures with a normal-inverse-gamma prior
distribution on the parameters. Additional functions are provided to
help analyzing the results of the fitting procedure.

D’Angelo, L., Canale, A., Yu, Z., Guindani, M. (2023). Bayesian
nonparametric analysis for the detection of spikes in noisy calcium
imaging data. *Biometrics* 79(2), 1370–1382. <doi:10.1111/biom.13626>.

D’Angelo, L., and Denti, F. (2023+). A finite-infinite shared atoms
nested model for the Bayesian analysis of large grouped data sets.
*Working paper* 0–23.

Denti, F., Camerlenghi, F., Guindani, M., Mira, A., 2023. A Common Atoms
Model for the Bayesian Nonparametric Analysis of Nested Data. *Journal
of the American Statistical Association*. 118(541), 405–416.
<doi:10.1080/01621459.2021.1933499>.

## Installation

You can install the development version of SANple from
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#> Model estimated on 240 total observations and 2 groups
#> Total MCMC iterations: 3000
#> maxL: 50 - maxK: 50
#> Elapsed time: 1.142 secs
#> Elapsed time: 1.435 secs
```
# References
D’Angelo, L., Canale, A., Yu, Z., Guindani, M. (2023). Bayesian
nonparametric analysis for the detection of spikes in noisy calcium
imaging data. *Biometrics* 79(2), 1370–1382. .
D’Angelo, L., and Denti, F. (2023+). A finite-infinite shared atoms
nested model for the Bayesian analysis of large grouped data sets.
*Working paper* 0–23.
Denti, F., Camerlenghi, F., Guindani, M., Mira, A., 2023. A Common Atoms
Model for the Bayesian Nonparametric Analysis of Nested Data. *Journal
of the American Statistical Association*. 118(541), 405–416. .

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