From a19e52faef714af02d26012b7b5bfa6fd8ad8cba Mon Sep 17 00:00:00 2001 From: Daniel Turek Date: Fri, 14 Jun 2024 08:09:55 -0400 Subject: [PATCH] make prior for x explicit in example --- joss/paper/paper.md | 4 +++- joss/paper/paper.pdf | Bin 374906 -> 377830 bytes 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/joss/paper/paper.md b/joss/paper/paper.md index 7f33a27..2578752 100644 --- a/joss/paper/paper.md +++ b/joss/paper/paper.md @@ -123,7 +123,8 @@ Binary-valued latent states $x_{i,t}$ represent the true alive (1) or dead (0) state of individual $i$ on year $t$. Doing so allows the survival process to be modelled as $x_{i,t+1}~\sim~\text{Bernoulli}(\phi_{f_t} \cdot x_{i,t})$ where $f_t$ indicates the flood/non-flood history of year -$t$, and observations are modelled as $y_{i,t}~\sim~\text{Bernoulli}(p \cdot x_{i,t})$. +$t$. The model structure conditions on the first observation of each individual, where $\text{first}_i$ is the first observation period of individual $i$, and $x_{i,\text{first}_i}$ is assigned the value one. +Observations are modelled as $y_{i,t}~\sim~\text{Bernoulli}(p \cdot x_{i,t})$. ``` library(nimbleHMC) @@ -133,6 +134,7 @@ code <- nimbleCode({ phi[2] ~ dunif(0, 1) p ~ dunif(0, 1) for(i in 1:N) { + x[i,first[i]] <- 1 for(t in (first[i]+1):T) { x[i,t] ~ dbern(phi[f[t]] * x[i,t-1]) y[i,t] ~ dbern(p * x[i,t]) diff --git a/joss/paper/paper.pdf b/joss/paper/paper.pdf index cbdb8cced5cba215d4c7910b66f8489ba76a0619..5e02591000fccb94386bea2b5466b2300e7ae14c 100644 GIT binary patch delta 35704 zcmZs>bBr&%7ymi7ZQHi**tTu!jy_}Cwr$(C=Z2G;J%8Vz5J9EgYNTW&N`?)g7on8))8awB9RbHH(NtrN zcq^V%FMp9Gz}teWn9SPD8x;*Qo6O6ci#6N9zImOYaKytv^yU3yKdP=TT0U*3ZgRM?4TkUn_Es|3J_#_ldjiZX6-O9`PvN@w~?AuctV|UZX zxt9?8q43WkCh8+h4}6>ProNV<)E`8X-ir_mO4p4Clj>5q4fN^s&=~kX*cMo-n_( 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