publishing markov model to infer latent deterioration process

[hyunjimoon]

paper: https://arxiv.org/pdf/2111.14368.pdf
link to final overleaf version: @JungiinChoi either share the link for the above (or implant the latex here)

codes are mostly located in R/2_Theta_bar_Y or optimize folder.

[JungiinChoi]

paper: https://arxiv.org/pdf/2111.14368.pdf link to final overleaf version: @JungiinChoi either share the link for the above (or implant the latex here)

link to final overleaf version

[hyunjimoon]

communication with the corresponding author, delegation (@SeoyeonCha), regenerating figures (@JungiinChoi), application, channeling research into sustainable collaboration for expertise pooling btw bio+stat+management (@hyunjimoon)

@JungiinChoi I've summarized figures related to inference below; could you share some thoughts on how figures could be improved?

[JungiinChoi]

1. Figure 8

indicated the predicted probability of each state as the size of red circles
=> Indicate predicted probability as a boxplot and connect the average of expected states in one line.
or => connect an average of expected states in one line and plot shaded confidence interval for each t

[JungiinChoi]

Figure 9

add the average value of MSE (20.7 and 20.9, respectively) in red vertical lines.

[JungiinChoi]

Figure 4,5,6,7

• add mean (+sd) in the vertical line
• change table 3 into matrix form
• add table 4 for the maintenance matrix M (similar to table 3)
• For figure 4,6,7: change notation into math sign eg) Dtr[2,3] to D_{23}