From 7d7c7bd8438f3c9975267baacd2f4bb907714501 Mon Sep 17 00:00:00 2001 From: Shu Fai Cheung Date: Sun, 7 Apr 2024 08:14:12 +0800 Subject: [PATCH 1/5] Change the default values of exclude_xy_cov and exclude_feedback to TRUE Tests, checks, and build_site() passed. --- NEWS.md | 8 ++++---- R/model_set.R | 29 ++++++++++++++++------------- man/model_set.Rd | 29 ++++++++++++++++------------- 3 files changed, 36 insertions(+), 30 deletions(-) diff --git a/NEWS.md b/NEWS.md index fbfacbd..c4a52b3 100644 --- a/NEWS.md +++ b/NEWS.md @@ -9,10 +9,10 @@ covariances involving a predictor and an outcome variable (including those linked by indirect paths). - Default values are `FALSE` for now - to maintain backward compatibility but - will be changed to `TRUE` in the - future. (0.1.3.2) + Default values has been changed + to `TRUE` since 0.1.3.5. To + reproduce results from previous version, + set them to `FALSE`. (0.1.3.2, 0.1.3.5) - Added `min_bpp_labelled` to `model_graph()`, to hide the labels diff --git a/R/model_set.R b/R/model_set.R index 65c42aa..75d220a 100644 --- a/R/model_set.R +++ b/R/model_set.R @@ -104,12 +104,14 @@ #' loop. For example, if there is #' path from `x` through `m` to `y`, #' then the path `x ~ y` will create -#' a feedback loop. Default is `FALSE` -#' for now, to maintain backward -#' compatibility. -#' Do not rely on the default value -#' because it will be changed to `TRUE` -#' in a future major version. +#' a feedback loop. Default has been +#' changed to +#' `TRUE` since Version 0.1.3.5 because +#' feedback loops are usually +#' not included except when theoretically +#' justified. To reproduce results +#' based on previous version, set this +#' argument to `FALSE`. #' #' @param exclude_xy_cov Exclude #' covariance between two variables, @@ -120,11 +122,12 @@ #' which denotes the covariance between #' `x` and the error term of `y`, will #' be excluded if this argument is -#' `TRUE`. Default is `FALSE` for now, -#' to maintain backward compatibility. -#' Do not rely on the default value -#' because it will be changed to `TRUE` -#' in a future major version. +#' `TRUE`. Default has been changed to +#' `TRUE` since Version 0.1.3.5 because +#' these covariances rarely are +#' interpretable. To reproduce results +#' based on previous version, set this +#' argument to `FALSE`. #' #' @param must_drop A character vector #' of parameters, named in @@ -319,8 +322,8 @@ model_set <- function(sem_out, must_not_drop = NULL, remove_constraints = TRUE, exclude_error_cov = TRUE, - exclude_feedback = FALSE, - exclude_xy_cov = FALSE, + exclude_feedback = TRUE, + exclude_xy_cov = TRUE, df_change_add = 1, df_change_drop = 1, remove_duplicated = TRUE, diff --git a/man/model_set.Rd b/man/model_set.Rd index 9f0dced..3a251ba 100644 --- a/man/model_set.Rd +++ b/man/model_set.Rd @@ -17,8 +17,8 @@ model_set( must_not_drop = NULL, remove_constraints = TRUE, exclude_error_cov = TRUE, - exclude_feedback = FALSE, - exclude_xy_cov = FALSE, + exclude_feedback = TRUE, + exclude_xy_cov = TRUE, df_change_add = 1, df_change_drop = 1, remove_duplicated = TRUE, @@ -127,12 +127,14 @@ paths that will result in a feedback loop. For example, if there is path from \code{x} through \code{m} to \code{y}, then the path \code{x ~ y} will create -a feedback loop. Default is \code{FALSE} -for now, to maintain backward -compatibility. -Do not rely on the default value -because it will be changed to \code{TRUE} -in a future major version.} +a feedback loop. Default has been +changed to +\code{TRUE} since Version 0.1.3.5 because +feedback loops are usually +not included except when theoretically +justified. To reproduce results +based on previous version, set this +argument to \code{FALSE}.} \item{exclude_xy_cov}{Exclude covariance between two variables, @@ -143,11 +145,12 @@ then the covariance \code{x ~~ y}, which denotes the covariance between \code{x} and the error term of \code{y}, will be excluded if this argument is -\code{TRUE}. Default is \code{FALSE} for now, -to maintain backward compatibility. -Do not rely on the default value -because it will be changed to \code{TRUE} -in a future major version.} +\code{TRUE}. Default has been changed to +\code{TRUE} since Version 0.1.3.5 because +these covariances rarely are +interpretable. To reproduce results +based on previous version, set this +argument to \code{FALSE}.} \item{df_change_add}{How many degrees of freedom (\emph{df}) away in the list. From 48dfae01d4ffe60a5e166576479da60b444618aa Mon Sep 17 00:00:00 2001 From: Shu Fai Cheung Date: Sun, 7 Apr 2024 08:45:23 +0800 Subject: [PATCH 2/5] Fix a bug in must_drop and must_not_drop Tests passed --- R/get_drop.R | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/R/get_drop.R b/R/get_drop.R index c23dd60..b228f87 100644 --- a/R/get_drop.R +++ b/R/get_drop.R @@ -128,11 +128,11 @@ get_drop <- function(sem_out, # User specified parameters if (!is.null(must_drop)) { id_must_drop <- syntax_to_id(must_drop, ptable = pt) - id_to_drop <- union(id_to_drop, id_must_drop) + id_to_drop[id_must_drop] <- TRUE } if (!is.null(must_not_drop)) { id_must_not_drop <- syntax_to_id(must_not_drop, ptable = pt) - id_to_drop <- setdiff(id_to_drop, id_must_not_drop) + id_to_drop[id_must_not_drop] <- FALSE } if (any(id_to_drop)) { # Determine the sets of changes From c65a28c204526c567efdab1a5450bf51d095b8e9 Mon Sep 17 00:00:00 2001 From: Shu Fai Cheung Date: Sun, 7 Apr 2024 08:59:00 +0800 Subject: [PATCH 3/5] Print the remark on the changes in default --- R/print.model_set.R | 17 +++++++++++------ 1 file changed, 11 insertions(+), 6 deletions(-) diff --git a/R/print.model_set.R b/R/print.model_set.R index 3725476..77a3bb4 100644 --- a/R/print.model_set.R +++ b/R/print.model_set.R @@ -300,25 +300,30 @@ print.model_set <- function(x, cat("- Cumulative: Cumulative BIC posterior probability.\n") } if (gt_max_models) { - x <- paste(fit_n, + tmp <- paste(fit_n, "models were fitted but", max_models, "were printed. Call print() and", "set 'max_models' to a larger number", "to print more models, or set it to", "NA to print all models.") - catwrap(x, initial = "- ", exdent = 2) + catwrap(tmp, initial = "- ", exdent = 2) } if (models_fitted && (k_converged != fit_n) && any(is.na(postprob_tmp))) { - x <- "BPP and/or prior not computed because one or more models not converged." - catwrap(x, initial = "- ", exdent = 2) + tmp <- "BPP and/or prior not computed because one or more models not converged." + catwrap(tmp, initial = "- ", exdent = 2) } if (models_fitted && (k_post_check != fit_n)) { - x <- "Interpret with caution. One or more models failed lavaan's post.check." - catwrap(x, initial = "- ", exdent = 2) + tmp <- "Interpret with caution. One or more models failed lavaan's post.check." + catwrap(tmp, initial = "- ", exdent = 2) } + tmp <- paste0("Since Version 0.1.3.5, the default values of ", + "exclude_feedback and exclude_xy_cov changed to TRUE. ", + "Set them to FALSE to reproduce results from previous versions.") + catwrap(tmp, initial = "- ", exdent = 2) + invisible(x) } \ No newline at end of file From 8d1fc330f0338d3bf9f3f7e2e431d88238b8cce0 Mon Sep 17 00:00:00 2001 From: Shu Fai Cheung Date: Sun, 7 Apr 2024 08:59:12 +0800 Subject: [PATCH 4/5] Update Get_Started for the changes in default --- vignettes/graph1-1.png | Bin 75833 -> 65387 bytes vignettes/graph1_df2-1.png | Bin 153651 -> 133501 bytes vignettes/graph1_no_cov-1.png | Bin 54508 -> 0 bytes vignettes/modelbpp.Rmd | 53 +++++++++++++++++++--------------- vignettes/out1_no_m1_x-1.png | Bin 0 -> 46846 bytes vignettes/out1_prior-1.png | Bin 54504 -> 48796 bytes 6 files changed, 29 insertions(+), 24 deletions(-) delete mode 100644 vignettes/graph1_no_cov-1.png create mode 100644 vignettes/out1_no_m1_x-1.png diff --git a/vignettes/graph1-1.png b/vignettes/graph1-1.png index 1cfebf670e1986007a0ed46718936cfd63407561..4f88e099c6e87f67cbe19b0d5ce9d7289e59822a 100644 GIT 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+138,12 @@ out1_bpp_2 <- sort(out1_bpp, decreasing = TRUE)[2] ``` The total number of models examined, -including the original model, is 9. +including the original model, is `r length(out1$models)`. + +(Note: The total number of models +was 9 in previous version. Please +refer to the Note in the printout for +the changes.) The BIC posterior probabilities (BPPs) suggest that @@ -186,17 +191,17 @@ equally probable before having data prior probabilities). A researcher fits the original model because - - its - prior probability is higher than other - models, at least other neighboring - models (otherwise, it is not worthy - of collecting data assess thi original - model), but +- its + prior probability is higher than other + models, at least other neighboring + models (otherwise, it is not worthy + of collecting data assess thi original + model), but - - the prior probability - is not so high to eliminate the need - for collecting data to see how much it is - supported by data. +- the prior probability + is not so high to eliminate the need + for collecting data to see how much it is + supported by data. Suppose we decide that the prior probability of the original model is .50: probable, but @@ -258,7 +263,7 @@ out1_df2 <- model_set(fit1, ``` This is the printout. By default, when there -are more than 10 models, only the top 10 +are more than 20 models, only the top 20 models on BPP will be printed: ```{r} @@ -266,7 +271,7 @@ out1_df2 ``` The number of models examined, including -the original model, is 18. +the original model, is `r length(out1_df2$models)`. This is the output of `model_graph()`: @@ -289,32 +294,32 @@ specify parameters that must be excluded from the list to be added (`must_not_add`), or must not be dropped (`must_not_drop`). -For example, it may not make sense To -add the error covariance between `m1` -and `y` (`m1~~y`). We can exclude it +For example, suppose it is well +established that `m1~x` exists and should +not be dropped, we can exclude it when calling `model_set()` ```{r results = FALSE} -out1_no_cov <- model_set(fit1, - must_not_add = "m1~~y") +out1_no_m1_x <- model_set(fit1, + must_not_drop = "m1~x") ``` This is the output: ```{r} -out1_no_cov +out1_no_m1_x ``` -The number of models reduced to 8. +The number of models reduced to `r length(out1_df2$models)`. This is the plot: -```{r graph1_no_cov, ig.height = 8, fig.width = 8, eval = FALSE} -graph1_no_cov <- model_graph(out1_no_cov) -plot(graph1_no_cov) +```{r out1_no_m1_x, ig.height = 8, fig.width = 8, eval = FALSE} +out1_no_m1_x <- model_graph(out1_no_m1_x) +plot(out1_no_m1_x) ``` -![](graph1_no_cov-1.png) +![](out1_no_m1_x-1.png) ## Models With Constraints diff --git a/vignettes/out1_no_m1_x-1.png b/vignettes/out1_no_m1_x-1.png new file mode 100644 index 0000000000000000000000000000000000000000..6457c86e8b562f02fd9bac47af1dfe74b5f34938 GIT binary patch literal 46846 zcmeFZ_gj^ADUKKd(zs$orI4?{%;B`uMh)p~R0Te}utc z63APBSi)fY!C!xfJs|p`{VpyOeA)k}vEd)!EBM7RXu*On2k+mq3x&aC<3+#4l9skS zV6b0d$Um;%iOAlVMW@SJ=O6^A*}0)fsh?R28^8VM(2s$S9>MlhAi5iqt|m$|!cN$> z=bdgmRI~CdQDbfVOYoiS`IR@PpTs@r5W5~Mb~F6Iy}{o<4Iv}jnB2ueot)3JtMJ*G zN3G6-!{&I*`be?)WyusPidC4|p6}=Szd!y@0{_T=npJz3bG$oXO0O(9FB zhmNVP$o5Z&{rckjMQ%Z=j*V6K@X;*of-_H~6tx@9JW)#Xuscx}h_XUON@J|lN{Vet 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J_`~t({{lnp`)dFI From eadc463438874465ebe8e98b92245dd50ca9fabd Mon Sep 17 00:00:00 2001 From: Shu Fai Cheung Date: Sun, 7 Apr 2024 09:00:59 +0800 Subject: [PATCH 5/5] Update to 0.1.3.5 Tests, checks, and build_site() passed. --- DESCRIPTION | 2 +- NEWS.md | 8 ++++++-- README.md | 2 +- 3 files changed, 8 insertions(+), 4 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index a38ff45..abe9316 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,6 +1,6 @@ Package: modelbpp Title: Model BIC Posterior Probability -Version: 0.1.3.4 +Version: 0.1.3.5 Authors@R: c(person(given = "Shu Fai", family = "Cheung", diff --git a/NEWS.md b/NEWS.md index c4a52b3..8fb6978 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,4 +1,4 @@ -# modelbpp 0.1.3.4 +# modelbpp 0.1.3.5 ## New Features @@ -17,7 +17,7 @@ - Added `min_bpp_labelled` to `model_graph()`, to hide the labels of models with small BPPs. - (0.1.3.4) + (0.1.3.5) ## Bug Fixes @@ -26,6 +26,10 @@ not be recognized as interchangeable. (0.1.3.1) +- Fixed a bug in `must_not_drop` and + `must_drop` of `get_drop()`. They + should work properly now. (0.1.3.5) + - Fixed a bug in `model_graph()`. Short names should now be properly constructed. (0.1.3.3) diff --git a/README.md b/README.md index f4cd3bf..0ed59f9 100644 --- a/README.md +++ b/README.md @@ -10,7 +10,7 @@ # modelbpp: Model BIC Posterior Probability -(Version 0.1.3.4 updated on 2024-04-06, [release history](https://sfcheung.github.io/modelbpp/news/index.html)) +(Version 0.1.3.5 updated on 2024-04-07, [release history](https://sfcheung.github.io/modelbpp/news/index.html)) This package is for assessing model uncertainty in structural equation modeling (SEM) by the BIC posterior