RT @avehtari: @adamjnafa At least in case of p>>n, there is a better approach, see e.g. https://t.co/ZA37JvndMY
If you are interested in finding out more about the PSIS-LOO Criterion for comparing Bayesian models, here are some key papers: https://t.co/RcS4XE1RNu https://t.co/0xADBvez2j
@WKCosmo @bwandelt sure sure. It's just the focus on evidence that is distracting. There is a lot of good direction about that here: https://t.co/m7CkJJAnl2
RT @avehtari: @PhDemetri My answer would be https://t.co/YlNfNU13Tr https://t.co/aoj4smny8F https://t.co/jTxkPW64uu
RT @AdrianRaftery1: Comparison of Bayesian predictive methods for model selection: "From a predictive viewpoint, best results are obtained…
RT @AdrianRaftery1: Comparison of Bayesian predictive methods for model selection: "From a predictive viewpoint, best results are obtained…
RT @AdrianRaftery1: Comparison of Bayesian predictive methods for model selection: "From a predictive viewpoint, best results are obtained…
RT @avehtari: Projection predictive variable selection has been shown to be stable and able to find small models with good predictive perfo…
RT @AdrianRaftery1: Comparison of Bayesian predictive methods for model selection: "From a predictive viewpoint, best results are obtained…
RT @AdrianRaftery1: Comparison of Bayesian predictive methods for model selection: "From a predictive viewpoint, best results are obtained…
RT @AdrianRaftery1: Comparison of Bayesian predictive methods for model selection: "From a predictive viewpoint, best results are obtained…
RT @AdrianRaftery1: Comparison of Bayesian predictive methods for model selection: "From a predictive viewpoint, best results are obtained…
Comparison of Bayesian predictive methods for model selection: "From a predictive viewpoint, best results are obtained by accounting for model uncertainty by forming the full encompassing model, such as the Bayesian model averaging (BMA) solution over the
RT @avehtari: @f2harrell @halifaxtim @PaulBrownPhD Start with a case study comparing projpred to usual stepwise selection https://t.co/jSwC…
RT @avehtari: @f2harrell @halifaxtim @PaulBrownPhD Start with a case study comparing projpred to usual stepwise selection https://t.co/jSwC…
@smartin2018 @AlxEtz regression and Gaussian graphical models. Regression: https://t.co/jPncpH5cu6 GGM: https://t.co/gOxQUdLtEr Talk with multivariate normal KL: https://t.co/3jeJSBTOj2
RT @avehtari: projpred = Performs projection predictive feature selection for generalized linear models. See, e.g., Piironen and Vehtari, 2…
RT @avehtari: projpred = Performs projection predictive feature selection for generalized linear models. See, e.g., Piironen and Vehtari, 2…
RT @avehtari: projpred now in CRAN: Projection predictive feature selection for GLMs (see, e.g., Piironen and Vehtari, 2017, https://t.co/k…
RT @avehtari: projpred now in CRAN: Projection predictive feature selection for GLMs (see, e.g., Piironen and Vehtari, 2017, https://t.co/k…
RT @avehtari: projpred now in CRAN: Projection predictive feature selection for GLMs (see, e.g., Piironen and Vehtari, 2017, https://t.co/k…
RT @avehtari: projpred now in CRAN: Projection predictive feature selection for GLMs (see, e.g., Piironen and Vehtari, 2017, https://t.co/k…
RT @avehtari: projpred now in CRAN: Projection predictive feature selection for GLMs (see, e.g., Piironen and Vehtari, 2017, https://t.co/k…
RT @avehtari: projpred now in CRAN: Projection predictive feature selection for GLMs (see, e.g., Piironen and Vehtari, 2017, https://t.co/k…
RT @avehtari: projpred now in CRAN: Projection predictive feature selection for GLMs (see, e.g., Piironen and Vehtari, 2017, https://t.co/k…
RT @avehtari: projpred now in CRAN: Projection predictive feature selection for GLMs (see, e.g., Piironen and Vehtari, 2017, https://t.co/k…
RT @avehtari: projpred now in CRAN: Projection predictive feature selection for GLMs (see, e.g., Piironen and Vehtari, 2017, https://t.co/k…
RT @avehtari: projpred now in CRAN: Projection predictive feature selection for GLMs (see, e.g., Piironen and Vehtari, 2017, https://t.co/k…
RT @avehtari: projpred now in CRAN: Projection predictive feature selection for GLMs (see, e.g., Piironen and Vehtari, 2017, https://t.co/k…
RT @avehtari: projpred now in CRAN: Projection predictive feature selection for GLMs (see, e.g., Piironen and Vehtari, 2017, https://t.co/k…
RT @avehtari: projpred now in CRAN: Projection predictive feature selection for GLMs (see, e.g., Piironen and Vehtari, 2017, https://t.co/k…
RT @avehtari: projpred now in CRAN: Projection predictive feature selection for GLMs (see, e.g., Piironen and Vehtari, 2017, https://t.co/k…
RT @avehtari: projpred now in CRAN: Projection predictive feature selection for GLMs (see, e.g., Piironen and Vehtari, 2017, https://t.co/k…
RT @ericnovik: Decision-theoretic approach to model selection by @JuhoPiironen and @avehtari seems very natural. It also happens to outperf…
RT @ericnovik: Decision-theoretic approach to model selection by @JuhoPiironen and @avehtari seems very natural. It also happens to outperf…
RT @ericnovik: Decision-theoretic approach to model selection by @JuhoPiironen and @avehtari seems very natural. It also happens to outperf…
RT @ericnovik: Decision-theoretic approach to model selection by @JuhoPiironen and @avehtari seems very natural. It also happens to outperf…
RT @ericnovik: Decision-theoretic approach to model selection by @JuhoPiironen and @avehtari seems very natural. It also happens to outperf…
Decision-theoretic approach to model selection by @JuhoPiironen and @avehtari seems very natural. It also happens to outperform less principled methods. Full paper here: https://t.co/q0Ci1m8L0m https://t.co/1WouFVjwrr
RT @avehtari: @aaronchall @StatModeling Answer depends on the inference or predictive task. You can find some of thoughts on this in https:…
RT @avehtari: .@ellis2013nz See projection predictive method in https://t.co/jTxkPW64uu . It makes the stepwise selection much safer!
RT @avehtari: Our Comparison of Bayesian predictive methods for model selection published in Statistics & Computing https://t.co/vUuMhJd9cg…
RT @avehtari: Our Comparison of Bayesian predictive methods for model selection published in Statistics & Computing https://t.co/vUuMhJd9cg…
RT @avehtari: Our Comparison of Bayesian predictive methods for model selection published in Statistics & Computing https://t.co/vUuMhJd9cg…
RT @avehtari: Our Comparison of Bayesian predictive methods for model selection published in Statistics & Computing https://t.co/vUuMhJd9cg…
RT @avehtari: Our Comparison of Bayesian predictive methods for model selection published in Statistics & Computing https://t.co/vUuMhJd9cg…
RT @avehtari: Our Comparison of Bayesian predictive methods for model selection published in Statistics & Computing https://t.co/vUuMhJd9cg…
RT @avehtari: We have updated our paper "Comparison of Bayesian predictive methods for model selection" https://t.co/AXqKEL2y1O #AaltoPML
RT @avehtari: We have updated our paper "Comparison of Bayesian predictive methods for model selection" https://t.co/AXqKEL2y1O #AaltoPML
RT @avehtari: We have updated our paper "Comparison of Bayesian predictive methods for model selection" https://t.co/AXqKEL2y1O #AaltoPML
RT @avehtari: We have updated our paper "Comparison of Bayesian predictive methods for model selection" https://t.co/AXqKEL2y1O #AaltoPML
RT @avehtari: We have updated our paper "Comparison of Bayesian predictive methods for model selection" https://t.co/AXqKEL2y1O #AaltoPML
Comparison of Bayesian predictive methods for model selection https://t.co/TFGbIS2DPO -- via Bayes... https://t.co/kWlsGp1xbC
RT @avehtari: Updated paper Piironen & Vehtari, Comparison of Bayesian predictive methods for model selection https://t.co/AXqKEL2y1O #Aalt…
RT @avehtari: Updated paper Piironen & Vehtari, Comparison of Bayesian predictive methods for model selection https://t.co/AXqKEL2y1O #Aalt…
RT @avehtari: Updated paper Piironen & Vehtari, Comparison of Bayesian predictive methods for model selection https://t.co/AXqKEL2y1O #Aalt…
RT @avehtari: Updated paper Piironen & Vehtari, Comparison of Bayesian predictive methods for model selection https://t.co/AXqKEL2y1O #Aalt…
RT @avehtari: Updated paper Piironen & Vehtari, Comparison of Bayesian predictive methods for model selection https://t.co/AXqKEL2y1O #Aalt…
RT @avehtari: Updated paper Piironen & Vehtari, Comparison of Bayesian predictive methods for model selection https://t.co/AXqKEL2y1O #Aalt…
RT @avehtari: Updated paper Piironen & Vehtari, Comparison of Bayesian predictive methods for model selection https://t.co/AXqKEL2y1O #Aalt…
RT @avehtari: Updated paper Piironen & Vehtari, Comparison of Bayesian predictive methods for model selection https://t.co/AXqKEL2y1O #Aalt…
RT @avehtari: Updated paper Piironen & Vehtari, Comparison of Bayesian predictive methods for model selection https://t.co/AXqKEL2y1O #Aalt…
Comparison of Bayesian predictive methods for model selection by Piironen and Vehtari: http://t.co/nJybC5MrWs
Comparison of Bayesian predictive methods for model selection http://t.co/f8WzLUerR8 #arxiv
Comparison of Bayesian predictive methods for model selection http://t.co/f8WzLTWQZA #arxiv
Comparison of Bayesian predictive methods for model selection http://t.co/AXqKEL2y1O is a quantitative complement to our previous review
Comparison of Bayesian predictive methods for model selection: http://t.co/uuthreG812
Comparison of Bayesian predictive methods for model selection: http://t.co/uuthreG812
Comparison of Bayesian predictive methods for model selection http://t.co/AXqKEL2y1O is a quantitative complement to our previous review
Comparison of Bayesian predictive methods for model selection. http://t.co/5UZXTyp4oV