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Diffstat (limited to 'vignettes/web_only/dimethenamid_2018.R')
-rw-r--r-- | vignettes/web_only/dimethenamid_2018.R | 152 |
1 files changed, 0 insertions, 152 deletions
diff --git a/vignettes/web_only/dimethenamid_2018.R b/vignettes/web_only/dimethenamid_2018.R deleted file mode 100644 index 2554cd13..00000000 --- a/vignettes/web_only/dimethenamid_2018.R +++ /dev/null @@ -1,152 +0,0 @@ -## ---- include = FALSE--------------------------------------------------------- -require(knitr) -require(mkin) -require(nlme) -options(digits = 5) -opts_chunk$set( - comment = "", - tidy = FALSE, - cache = TRUE -) - -## ----dimethenamid_data-------------------------------------------------------- -library(mkin, quietly = TRUE) -dmta_ds <- lapply(1:7, function(i) { - ds_i <- dimethenamid_2018$ds[[i]]$data - ds_i[ds_i$name == "DMTAP", "name"] <- "DMTA" - ds_i$time <- ds_i$time * dimethenamid_2018$f_time_norm[i] - ds_i -}) -names(dmta_ds) <- sapply(dimethenamid_2018$ds, function(ds) ds$title) -dmta_ds[["Elliot"]] <- rbind(dmta_ds[["Elliot 1"]], dmta_ds[["Elliot 2"]]) -dmta_ds[["Elliot 1"]] <- NULL -dmta_ds[["Elliot 2"]] <- NULL - -## ----f_parent_mkin------------------------------------------------------------ -f_parent_mkin_const <- mmkin(c("SFO", "DFOP"), dmta_ds, - error_model = "const", quiet = TRUE) -f_parent_mkin_tc <- mmkin(c("SFO", "DFOP"), dmta_ds, - error_model = "tc", quiet = TRUE) - -## ----f_parent_mkin_sfo_const-------------------------------------------------- -plot(mixed(f_parent_mkin_const["SFO", ])) - -## ----f_parent_mkin_dfop_const------------------------------------------------- -plot(mixed(f_parent_mkin_const["DFOP", ])) - -## ----f_parent_mkin_dfop_const_test-------------------------------------------- -plot(mixed(f_parent_mkin_const["DFOP", ]), test_log_parms = TRUE) - -## ----f_parent_mkin_dfop_tc_test----------------------------------------------- -plot(mixed(f_parent_mkin_tc["DFOP", ]), test_log_parms = TRUE) - -## ----f_parent_mkin_dfop_tc_print---------------------------------------------- -print(f_parent_mkin_tc["DFOP", ]) - -## ----f_parent_nlme, warning = FALSE------------------------------------------- -library(nlme) -f_parent_nlme_sfo_const <- nlme(f_parent_mkin_const["SFO", ]) -# f_parent_nlme_dfop_const <- nlme(f_parent_mkin_const["DFOP", ]) -f_parent_nlme_sfo_tc <- nlme(f_parent_mkin_tc["SFO", ]) -f_parent_nlme_dfop_tc <- nlme(f_parent_mkin_tc["DFOP", ]) - -## ----AIC_parent_nlme---------------------------------------------------------- -anova( - f_parent_nlme_sfo_const, f_parent_nlme_sfo_tc, f_parent_nlme_dfop_tc -) - -## ----f_parent_nlme_logchol, warning = FALSE, eval = FALSE--------------------- -# f_parent_nlme_sfo_const_logchol <- nlme(f_parent_mkin_const["SFO", ], -# random = nlme::pdLogChol(list(DMTA_0 ~ 1, log_k_DMTA ~ 1))) -# anova(f_parent_nlme_sfo_const, f_parent_nlme_sfo_const_logchol) -# f_parent_nlme_sfo_tc_logchol <- nlme(f_parent_mkin_tc["SFO", ], -# random = nlme::pdLogChol(list(DMTA_0 ~ 1, log_k_DMTA ~ 1))) -# anova(f_parent_nlme_sfo_tc, f_parent_nlme_sfo_tc_logchol) -# f_parent_nlme_dfop_tc_logchol <- nlme(f_parent_mkin_const["DFOP", ], -# random = nlme::pdLogChol(list(DMTA_0 ~ 1, log_k1 ~ 1, log_k2 ~ 1, g_qlogis ~ 1))) -# anova(f_parent_nlme_dfop_tc, f_parent_nlme_dfop_tc_logchol) - -## ----plot_parent_nlme--------------------------------------------------------- -plot(f_parent_nlme_dfop_tc) - -## ----saemix_control, results='hide'------------------------------------------- -library(saemix) -saemix_control <- saemixControl(nbiter.saemix = c(800, 300), nb.chains = 15, - print = FALSE, save = FALSE, save.graphs = FALSE, displayProgress = FALSE) -saemix_control_moreiter <- saemixControl(nbiter.saemix = c(1600, 300), nb.chains = 15, - print = FALSE, save = FALSE, save.graphs = FALSE, displayProgress = FALSE) -saemix_control_10k <- saemixControl(nbiter.saemix = c(10000, 300), nb.chains = 15, - print = FALSE, save = FALSE, save.graphs = FALSE, displayProgress = FALSE) - -## ----f_parent_saemix_sfo_const, results = 'hide', dependson = "saemix_control"---- -f_parent_saemix_sfo_const <- mkin::saem(f_parent_mkin_const["SFO", ], quiet = TRUE, - control = saemix_control, transformations = "saemix") -plot(f_parent_saemix_sfo_const$so, plot.type = "convergence") - -## ----f_parent_saemix_sfo_tc, results = 'hide', dependson = "saemix_control"---- -f_parent_saemix_sfo_tc <- mkin::saem(f_parent_mkin_tc["SFO", ], quiet = TRUE, - control = saemix_control, transformations = "saemix") -plot(f_parent_saemix_sfo_tc$so, plot.type = "convergence") - -## ----f_parent_saemix_dfop_const, results = 'show', dependson = "saemix_control"---- -f_parent_saemix_dfop_const <- mkin::saem(f_parent_mkin_const["DFOP", ], quiet = TRUE, - control = saemix_control, transformations = "saemix") -plot(f_parent_saemix_dfop_const$so, plot.type = "convergence") -print(f_parent_saemix_dfop_const) - -## ----f_parent_saemix_dfop_tc, results = 'show', dependson = "saemix_control"---- -f_parent_saemix_dfop_tc <- mkin::saem(f_parent_mkin_tc["DFOP", ], quiet = TRUE, - control = saemix_control, transformations = "saemix") -f_parent_saemix_dfop_tc_moreiter <- mkin::saem(f_parent_mkin_tc["DFOP", ], quiet = TRUE, - control = saemix_control_moreiter, transformations = "saemix") -plot(f_parent_saemix_dfop_tc$so, plot.type = "convergence") -print(f_parent_saemix_dfop_tc) - -## ----AIC_parent_saemix, cache = FALSE----------------------------------------- -AIC_parent_saemix <- saemix::compare.saemix( - f_parent_saemix_sfo_const$so, - f_parent_saemix_sfo_tc$so, - f_parent_saemix_dfop_const$so, - f_parent_saemix_dfop_tc$so, - f_parent_saemix_dfop_tc_moreiter$so) -rownames(AIC_parent_saemix) <- c( - "SFO const", "SFO tc", "DFOP const", "DFOP tc", "DFOP tc more iterations") -print(AIC_parent_saemix) - -## ----AIC_parent_saemix_methods, cache = FALSE--------------------------------- -f_parent_saemix_dfop_tc$so <- - saemix::llgq.saemix(f_parent_saemix_dfop_tc$so) -AIC_parent_saemix_methods <- c( - is = AIC(f_parent_saemix_dfop_tc$so, method = "is"), - gq = AIC(f_parent_saemix_dfop_tc$so, method = "gq"), - lin = AIC(f_parent_saemix_dfop_tc$so, method = "lin") -) -print(AIC_parent_saemix_methods) - -## ----AIC_parent_saemix_methods_defaults, cache = FALSE------------------------ -f_parent_saemix_dfop_tc_defaults <- mkin::saem(f_parent_mkin_tc["DFOP", ]) -f_parent_saemix_dfop_tc_defaults$so <- - saemix::llgq.saemix(f_parent_saemix_dfop_tc_defaults$so) -AIC_parent_saemix_methods_defaults <- c( - is = AIC(f_parent_saemix_dfop_tc_defaults$so, method = "is"), - gq = AIC(f_parent_saemix_dfop_tc_defaults$so, method = "gq"), - lin = AIC(f_parent_saemix_dfop_tc_defaults$so, method = "lin") -) -print(AIC_parent_saemix_methods_defaults) - -## ----AIC_all, cache = FALSE--------------------------------------------------- -AIC_all <- data.frame( - check.names = FALSE, - "Degradation model" = c("SFO", "SFO", "DFOP", "DFOP"), - "Error model" = c("const", "tc", "const", "tc"), - nlme = c(AIC(f_parent_nlme_sfo_const), AIC(f_parent_nlme_sfo_tc), NA, AIC(f_parent_nlme_dfop_tc)), - saemix_lin = sapply(list(f_parent_saemix_sfo_const$so, f_parent_saemix_sfo_tc$so, - f_parent_saemix_dfop_const$so, f_parent_saemix_dfop_tc$so), AIC, method = "lin"), - saemix_is = sapply(list(f_parent_saemix_sfo_const$so, f_parent_saemix_sfo_tc$so, - f_parent_saemix_dfop_const$so, f_parent_saemix_dfop_tc$so), AIC, method = "is") -) -kable(AIC_all) - -## ----sessionInfo, cache = FALSE----------------------------------------------- -sessionInfo() - |