From dbf4381b6056fe1046575d0fdbbd553666beeacb Mon Sep 17 00:00:00 2001 From: bayesianstvc <44657539+bayesianstvc@users.noreply.github.com> Date: Tue, 28 Jul 2026 09:05:37 +0800 Subject: [PATCH 1/3] docs: update BSTVC homepage links and tools --- README.Rmd | 24 +++- README.md | 360 +++++++++++++++++++++++++++-------------------------- 2 files changed, 204 insertions(+), 180 deletions(-) diff --git a/README.Rmd b/README.Rmd index 2fc1a07..c8122ac 100644 --- a/README.Rmd +++ b/README.Rmd @@ -20,11 +20,10 @@ knitr::opts_chunk$set( -![CRAN](https://www.r-pkg.org/badges/version/BSTVC) ![Github](https://img.shields.io/badge/publish-2025_01_28-edddab) ![download2](https://cranlogs.r-pkg.org/badges/grand-total/BSTVC) ![download](https://cranlogs.r-pkg.org/badges/BSTVC) -![GitHub](https://img.shields.io/github/license/songbi123/BSTVC) +![GitHub](https://img.shields.io/github/license/bayesianstvc/BSTVC) [![DOI](https://zenodo.org/badge/DOI/10.1016/j.ijdrr.2022.103078.svg)](https://doi.org/10.1016/j.ijdrr.2022.103078) @@ -45,11 +44,11 @@ only supports local installation from GitHub. ``` r # Install using the devtools package # install.packages("devtools") -devtools::install_github("songbi123/BSTVC") +devtools::install_github("bayesianstvc/BSTVC") # Install using the remotes package # install.packages("remotes") -remotes::install_github("songbi123/BSTVC") +remotes::install_github("bayesianstvc/BSTVC") ``` **- Install the dependency package - the `INLA` R package** @@ -74,6 +73,19 @@ install.packages("INLA",repos=c(getOption("repos"),INLA="https://inla.r-inla-dow ## Another approach, using an older version of INLA, is to download the compressed package of the INLA R package to your local machine and then proceed with the installation. ``` + +## Desktop applications and companion tools + +### Chinese desktop version — BSTVC Desktop (时空可解释工具) + +The Chinese desktop version, **BSTVC桌面版(时空可解释工具)**, provides a more accessible graphical workflow for spatiotemporal analysis and interpretation. Visit the [official website](https://bayesianstvc.github.io/BSTVC-R/) for the latest introduction and access information. + +The English desktop version is coming soon — stay tuned. + +### INLA Process Monitor + +[INLA Process Monitor](https://github.com/bayesianstvc/inla-monitor) is a Windows companion tool for monitoring live inla.exe resource usage and comparing CPU, memory, and thread behavior. It helps users identify an appropriate thread setting and diagnose performance during Bayesian latent Gaussian model fitting. The tool runs locally and does not require a cloud service. + ## Features & Advantages The `BSTVC` R package is designed to provide a comprehensive suite of @@ -126,7 +138,7 @@ guides, as follows: | Guide | Details | |-------------------|------------------------------| -| **User's Guide for the BSTVC R Package** | This usage guide covers detailed example operations and important considerations for each key step, including data import, inspection, preprocessing, model fitting, result output and result visualization. You can view it in the `GetStart.Rmd` document under the `vignettes` folder, but it's in R markdown format.

If you want to download the help document in PDF format, please click [here](https://github.com/songbi123/BSTVC/raw/songbi123-useguides/GetStart.pdf), the filename is [GetStart-English.pdf](https://github.com/songbi123/BSTVC/raw/songbi123-useguides/GetStart.pdf). At the same time, to meet the needs of Chinese users, we have also provided a Chinese version of the usage guide, which can be downloaded and saved locally by visiting [用户手册-中文版.pdf](https://github.com/songbi123/BSTVC/raw/songbi123-useguides/GetStart-Chinese.pdf). | +| **User's Guide for the BSTVC R Package** | This usage guide covers detailed example operations and important considerations for each key step, including data import, inspection, preprocessing, model fitting, result output and result visualization. You can view it in the `GetStart.Rmd` document under the `vignettes` folder, but it's in R markdown format.

If you want to download the help document in PDF format, please click [here](https://github.com/bayesianstvc/BSTVC/raw/songbi123-useguides/GetStart.pdf), the filename is [GetStart-English.pdf](https://github.com/bayesianstvc/BSTVC/raw/songbi123-useguides/GetStart.pdf). At the same time, to meet the needs of Chinese users, we have also provided a Chinese version of the usage guide, which can be downloaded and saved locally by visiting [用户手册-中文版.pdf](https://github.com/bayesianstvc/BSTVC/raw/songbi123-useguides/GetStart-Chinese.pdf). | | **Modeling Data Processing Guide** | This usage guide demonstrates how to import the types of data required for the model and how to transform the raw data into the spatiotemporal panel data format that can be processed by the BSTVC model. The R code for achieving data processing for modeling is located in the `Data_Preproc.R` file under the `data-raw` folder. | In the near future, we will continue to refine our documentation and @@ -143,7 +155,7 @@ requesting new features, or submitting code changes. If you encounter any problems when using the BSTVC package or need further assistance, you can get support through the following means: - 1. **GitHub issues**: Report issues or request new features in theGitHub repository, please visit [Issues](https://github.com/songbi123/BSTVC/issues). + 1. **GitHub issues**: Report issues or request new features in theGitHub repository, please visit [Issues](https://github.com/bayesianstvc/BSTVC/issues). 2. **Email contact**: [tangxxxxt\@163.com](mailto:tangxxxxt@163.com)(Tang Xianteng, related to R package usage); [chaosong.gis\@gmail.com](mailto:chaosong.gis@gmail.com) (Song Chao, related to statistical theory) 3. **Bayesian STVC model**: diff --git a/README.md b/README.md index 041b525..d5c4b96 100644 --- a/README.md +++ b/README.md @@ -1,174 +1,186 @@ - - - -# BSTVC BSTVC - - - -![CRAN](https://www.r-pkg.org/badges/version/BSTVC) -![Github](https://img.shields.io/badge/publish-2025_01_28-edddab) -![download2](https://cranlogs.r-pkg.org/badges/grand-total/BSTVC) -![download](https://cranlogs.r-pkg.org/badges/BSTVC) -![GitHub](https://img.shields.io/github/license/songbi123/BSTVC) -[![DOI](https://zenodo.org/badge/DOI/10.1016/j.ijdrr.2022.103078.svg)](https://doi.org/10.1016/j.ijdrr.2022.103078) - - - -**Spatiotemporal heterogeneous perspective for analyzing influencing -factors, identifying key drivers, and making dynamic predictions, all -within a unified ‘full-map’ framework.** - - - - -## Installation - -**- Install the `BSTVC` R package** - -The package is currently in the internal testing phase. At present, it -only supports local installation from GitHub. - -``` r -# Install using the devtools package -# install.packages("devtools") -devtools::install_github("songbi123/BSTVC") - -# Install using the remotes package -# install.packages("remotes") -remotes::install_github("songbi123/BSTVC") -``` - -**- Install the dependency package - the `INLA` R package** - -When installing the `BSTVC` package in RStudio, the system will prompt -you to install additional R packages that come with it. However, since -`INLA` is a larger package, installing the `BSTVC` package might lead to -a failure. To avoid this issue, we provide a separate method for -installing the `INLA` package for your reference. - -If the installation of the `BSTVC` package in the previous step failed, -please install the `BSTVC` package after successfully installing the -`INLA` package. If you have successfully installed the `INLA` package -while installing the `BSTVC` package, you can skip this step. - -``` r -## To install the INLA package, more information can be found at . -# Extend the overtime duration to 5 minutes -options(timeout = 300) -install.packages("INLA",repos=c(getOption("repos"),INLA="https://inla.r-inla-download.org/R/stable"), dep=TRUE) - -## Another approach, using an older version of INLA, is to download the compressed package of the INLA R package to your local machine and then proceed with the installation. -``` - -## Features & Advantages - -The `BSTVC` R package is designed to provide a comprehensive suite of -functionalities for advanced spatiotemporal heterogeneous analysis. -Here’s what our package can do for you: - -- **Targeting multiple types of response variables**: It supports three - mainstream types of response variables: continuous (log-Gaussian - regression), binary (logistic regression), and count (Poisson - regression), accommodating various analytical scenarios. - -- **Detecting spatiotemporal heterogeneous impact mechanisms**: By - fitting spatiotemporal regression coefficients, it reveals local - spatiotemporal differences between explanatory variables (X) and - response variables (Y), facilitating an in-depth analysis of - context-specific patterns and exploring the impact mechanisms brought - by spatiotemporal heterogeneity. - -- **Identifying spatiotemporal driving factors**: On the basis of - identifying spatiotemporal heterogeneous impact mechanisms, it - clarifies key driving factors by calculating the spatiotemporal - explainable percentage, providing strong evidence for geographical - spatiotemporal attribution. - -- **Improving spatiotemporal prediction accuracy**: Considering the - spatiotemporal heterogeneity of local variable relationships, it - significantly improves model fitting and prediction accuracy, which - can be used for spatiotemporal missing value imputation, - spatiotemporal smoothing, and future forecasting. - -- **Bayesian model assessment**: It provides a comprehensive evaluation - of Bayesian regression models, including model fitting (DIC, WAIC), - complexity (pd), and prediction accuracy (LS) indicators, helping - users fully understand model performance. - -- **Rich visualization outputs**: It provides a variety of - spatiotemporal visualization tools and codes to help users intuitively - understand model results, enhance the interpretability of data - analysis, and promote innovation in your applied research. - -Bayesian STVC model is a powerful analytical tool with many advantages -that other similar tools lack, such as **a *“full-map” modeling -framework*, *parameter uncertainty*, *friendliness to missing values*, -and *support for more spatial weight matrices***, among others. - -## Usage Guide - -To help you quickly and fully get started with our R package for complex -data analysis, we have prepared several detailed and comprehensive usage -guides, as follows: - -| Guide | Details | -|----|----| -| **User’s Guide for the BSTVC R Package** | This usage guide covers detailed example operations and important considerations for each key step, including data import, inspection, preprocessing, model fitting, result output and result visualization. You can view it in the `GetStart.Rmd` document under the `vignettes` folder, but it’s in R markdown format.

If you want to download the help document in PDF format, please click [here](https://github.com/songbi123/BSTVC/raw/songbi123-useguides/GetStart.pdf), the filename is [GetStart-English.pdf](https://github.com/songbi123/BSTVC/raw/songbi123-useguides/GetStart.pdf). At the same time, to meet the needs of Chinese users, we have also provided a Chinese version of the usage guide, which can be downloaded and saved locally by visiting [用户手册-中文版.pdf](https://github.com/songbi123/BSTVC/raw/songbi123-useguides/GetStart-Chinese.pdf). | -| **Modeling Data Processing Guide** | This usage guide demonstrates how to import the types of data required for the model and how to transform the raw data into the spatiotemporal panel data format that can be processed by the BSTVC model. The R code for achieving data processing for modeling is located in the `Data_Preproc.R` file under the `data-raw` folder. | - -In the near future, we will continue to refine our documentation and -provide new help documents. - -## Changelog - -View detailed changelog: [CHANGELOG.md](./CHANGELOG.md) - -## Contact - -We welcome and encourage user contributions, including reporting issues, -requesting new features, or submitting code changes. If you encounter -any problems when using the BSTVC package or need further assistance, -you can get support through the following means: - -1. **GitHub issues**: Report issues or request new features in - theGitHub repository, please visit - [Issues](https://github.com/songbi123/BSTVC/issues). -2. **Email contact**: (Tang Xianteng, related to R - package usage); (Song Chao, related to - statistical theory) -3. **Bayesian STVC model**: - -Copyright **©HEOA-West China Health and Medical Geography Research -Group** - -If you are a WeChat user, you are welcome to scan the QR code to follow -our research group’s official account: **HealthGeography** - -WeChat - -## Reference - -- **\[Bayesian STVC series models\]** Song, Chao, Yin, Hao, Shi, Xun, - Xie, Mingyu, Yang, Shujuan, Zhou, Junmin, Wang, Xiuli, Tang, - Zhangying, Yang, Yili, & Pan, Jay. (2022). Spatiotemporal disparities - in regional public risk perception of COVID-19 using Bayesian - Spatiotemporally Varying Coefficients (STVC) series models across - Chinese cities. *International Journal of Disaster Risk Reduction*, - 77, 103078. - -- **\[STVPI\]** Wan, Qin, Tang, Zhangying, Pan, Jay, Xie, Mingyu, Wang, - Shaobin, Yin, Hao, Li, Junmin, Liu, Xin, Yang, Yang, & Song, Chao. - (2022). Spatiotemporal heterogeneity in associations of national - population ageing with socioeconomic and environmental factors at the - global scale. *Journal of Cleaner Production*, 373, 133781. - -- Song, Chao, Shi, Xun, & Wang, Jinfeng. (2020). Spatiotemporally - Varying Coefficients (STVC) model: a Bayesian local regression to - detect spatial and temporal nonstationarity in variables - relationships. *Annals of GIS*, 26(3), 277-291. - -- Song, Chao, Shi, Xun, Bo, Yanchen, Wang, Jinfeng, Wang, Yong, & Huang, - Dacang. (2019). Exploring Spatiotemporal Nonstationary Effects of - Climate Factors on Hand, Foot, and Mouth Disease Using Bayesian - Spatiotemporally Varying Coefficients (STVC) Model in Sichuan, China. - *Science of The Total Environment*, 648, 550-560. + + + +# BSTVC BSTVC + + + +![Github](https://img.shields.io/badge/publish-2025_01_28-edddab) +![download2](https://cranlogs.r-pkg.org/badges/grand-total/BSTVC) +![download](https://cranlogs.r-pkg.org/badges/BSTVC) +![GitHub](https://img.shields.io/github/license/bayesianstvc/BSTVC) +[![DOI](https://zenodo.org/badge/DOI/10.1016/j.ijdrr.2022.103078.svg)](https://doi.org/10.1016/j.ijdrr.2022.103078) + + + +**Spatiotemporal heterogeneous perspective for analyzing influencing +factors, identifying key drivers, and making dynamic predictions, all +within a unified ‘full-map’ framework.** + + + + +## Installation + +**- Install the `BSTVC` R package** + +The package is currently in the internal testing phase. At present, it +only supports local installation from GitHub. + +``` r +# Install using the devtools package +# install.packages("devtools") +devtools::install_github("bayesianstvc/BSTVC") + +# Install using the remotes package +# install.packages("remotes") +remotes::install_github("bayesianstvc/BSTVC") +``` + +**- Install the dependency package - the `INLA` R package** + +When installing the `BSTVC` package in RStudio, the system will prompt +you to install additional R packages that come with it. However, since +`INLA` is a larger package, installing the `BSTVC` package might lead to +a failure. To avoid this issue, we provide a separate method for +installing the `INLA` package for your reference. + +If the installation of the `BSTVC` package in the previous step failed, +please install the `BSTVC` package after successfully installing the +`INLA` package. If you have successfully installed the `INLA` package +while installing the `BSTVC` package, you can skip this step. + +``` r +## To install the INLA package, more information can be found at . +# Extend the overtime duration to 5 minutes +options(timeout = 300) +install.packages("INLA",repos=c(getOption("repos"),INLA="https://inla.r-inla-download.org/R/stable"), dep=TRUE) + +## Another approach, using an older version of INLA, is to download the compressed package of the INLA R package to your local machine and then proceed with the installation. +``` + + +## Desktop applications and companion tools + +### Chinese desktop version — BSTVC Desktop (时空可解释工具) + +The Chinese desktop version, **BSTVC桌面版(时空可解释工具)**, provides a more accessible graphical workflow for spatiotemporal analysis and interpretation. Visit the [official website](https://bayesianstvc.github.io/BSTVC-R/) for the latest introduction and access information. + +The English desktop version is coming soon — stay tuned. + +### INLA Process Monitor + +[INLA Process Monitor](https://github.com/bayesianstvc/inla-monitor) is a Windows companion tool for monitoring live inla.exe resource usage and comparing CPU, memory, and thread behavior. It helps users identify an appropriate thread setting and diagnose performance during Bayesian latent Gaussian model fitting. The tool runs locally and does not require a cloud service. + +## Features & Advantages + +The `BSTVC` R package is designed to provide a comprehensive suite of +functionalities for advanced spatiotemporal heterogeneous analysis. +Here’s what our package can do for you: + +- **Targeting multiple types of response variables**: It supports three + mainstream types of response variables: continuous (log-Gaussian + regression), binary (logistic regression), and count (Poisson + regression), accommodating various analytical scenarios. + +- **Detecting spatiotemporal heterogeneous impact mechanisms**: By + fitting spatiotemporal regression coefficients, it reveals local + spatiotemporal differences between explanatory variables (X) and + response variables (Y), facilitating an in-depth analysis of + context-specific patterns and exploring the impact mechanisms brought + by spatiotemporal heterogeneity. + +- **Identifying spatiotemporal driving factors**: On the basis of + identifying spatiotemporal heterogeneous impact mechanisms, it + clarifies key driving factors by calculating the spatiotemporal + explainable percentage, providing strong evidence for geographical + spatiotemporal attribution. + +- **Improving spatiotemporal prediction accuracy**: Considering the + spatiotemporal heterogeneity of local variable relationships, it + significantly improves model fitting and prediction accuracy, which + can be used for spatiotemporal missing value imputation, + spatiotemporal smoothing, and future forecasting. + +- **Bayesian model assessment**: It provides a comprehensive evaluation + of Bayesian regression models, including model fitting (DIC, WAIC), + complexity (pd), and prediction accuracy (LS) indicators, helping + users fully understand model performance. + +- **Rich visualization outputs**: It provides a variety of + spatiotemporal visualization tools and codes to help users intuitively + understand model results, enhance the interpretability of data + analysis, and promote innovation in your applied research. + +Bayesian STVC model is a powerful analytical tool with many advantages +that other similar tools lack, such as **a *“full-map” modeling +framework*, *parameter uncertainty*, *friendliness to missing values*, +and *support for more spatial weight matrices***, among others. + +## Usage Guide + +To help you quickly and fully get started with our R package for complex +data analysis, we have prepared several detailed and comprehensive usage +guides, as follows: + +| Guide | Details | +|----|----| +| **User’s Guide for the BSTVC R Package** | This usage guide covers detailed example operations and important considerations for each key step, including data import, inspection, preprocessing, model fitting, result output and result visualization. You can view it in the `GetStart.Rmd` document under the `vignettes` folder, but it’s in R markdown format.

If you want to download the help document in PDF format, please click [here](https://github.com/bayesianstvc/BSTVC/raw/songbi123-useguides/GetStart.pdf), the filename is [GetStart-English.pdf](https://github.com/bayesianstvc/BSTVC/raw/songbi123-useguides/GetStart.pdf). At the same time, to meet the needs of Chinese users, we have also provided a Chinese version of the usage guide, which can be downloaded and saved locally by visiting [用户手册-中文版.pdf](https://github.com/bayesianstvc/BSTVC/raw/songbi123-useguides/GetStart-Chinese.pdf). | +| **Modeling Data Processing Guide** | This usage guide demonstrates how to import the types of data required for the model and how to transform the raw data into the spatiotemporal panel data format that can be processed by the BSTVC model. The R code for achieving data processing for modeling is located in the `Data_Preproc.R` file under the `data-raw` folder. | + +In the near future, we will continue to refine our documentation and +provide new help documents. + +## Changelog + +View detailed changelog: [CHANGELOG.md](./CHANGELOG.md) + +## Contact + +We welcome and encourage user contributions, including reporting issues, +requesting new features, or submitting code changes. If you encounter +any problems when using the BSTVC package or need further assistance, +you can get support through the following means: + +1. **GitHub issues**: Report issues or request new features in + theGitHub repository, please visit + [Issues](https://github.com/bayesianstvc/BSTVC/issues). +2. **Email contact**: (Tang Xianteng, related to R + package usage); (Song Chao, related to + statistical theory) +3. **Bayesian STVC model**: + +Copyright **©HEOA-West China Health and Medical Geography Research +Group** + +If you are a WeChat user, you are welcome to scan the QR code to follow +our research group’s official account: **HealthGeography** + +WeChat + +## Reference + +- **\[Bayesian STVC series models\]** Song, Chao, Yin, Hao, Shi, Xun, + Xie, Mingyu, Yang, Shujuan, Zhou, Junmin, Wang, Xiuli, Tang, + Zhangying, Yang, Yili, & Pan, Jay. (2022). Spatiotemporal disparities + in regional public risk perception of COVID-19 using Bayesian + Spatiotemporally Varying Coefficients (STVC) series models across + Chinese cities. *International Journal of Disaster Risk Reduction*, + 77, 103078. + +- **\[STVPI\]** Wan, Qin, Tang, Zhangying, Pan, Jay, Xie, Mingyu, Wang, + Shaobin, Yin, Hao, Li, Junmin, Liu, Xin, Yang, Yang, & Song, Chao. + (2022). Spatiotemporal heterogeneity in associations of national + population ageing with socioeconomic and environmental factors at the + global scale. *Journal of Cleaner Production*, 373, 133781. + +- Song, Chao, Shi, Xun, & Wang, Jinfeng. (2020). Spatiotemporally + Varying Coefficients (STVC) model: a Bayesian local regression to + detect spatial and temporal nonstationarity in variables + relationships. *Annals of GIS*, 26(3), 277-291. + +- Song, Chao, Shi, Xun, Bo, Yanchen, Wang, Jinfeng, Wang, Yong, & Huang, + Dacang. (2019). Exploring Spatiotemporal Nonstationary Effects of + Climate Factors on Hand, Foot, and Mouth Disease Using Bayesian + Spatiotemporally Varying Coefficients (STVC) Model in Sichuan, China. + *Science of The Total Environment*, 648, 550-560. From 5fee474d0e112b96ccb92eb6b3853de15fd0aaad Mon Sep 17 00:00:00 2001 From: bayesianstvc <44657539+bayesianstvc@users.noreply.github.com> Date: Tue, 28 Jul 2026 10:06:45 +0800 Subject: [PATCH 2/3] docs: refine README visuals and tool placement --- README.Rmd | 20 +++++++++++--------- README.md | 20 +++++++++++--------- man/Figure/BSTVC_desktop_logo.png | Bin 0 -> 91398 bytes 3 files changed, 22 insertions(+), 18 deletions(-) create mode 100644 man/Figure/BSTVC_desktop_logo.png diff --git a/README.Rmd b/README.Rmd index c8122ac..b7d1fc7 100644 --- a/README.Rmd +++ b/README.Rmd @@ -16,13 +16,11 @@ knitr::opts_chunk$set( ) ``` -# BSTVC BSTVC +# BSTVC BSTVC ![Github](https://img.shields.io/badge/publish-2025_01_28-edddab) -![download2](https://cranlogs.r-pkg.org/badges/grand-total/BSTVC) -![download](https://cranlogs.r-pkg.org/badges/BSTVC) ![GitHub](https://img.shields.io/github/license/bayesianstvc/BSTVC) [![DOI](https://zenodo.org/badge/DOI/10.1016/j.ijdrr.2022.103078.svg)](https://doi.org/10.1016/j.ijdrr.2022.103078) @@ -74,7 +72,9 @@ install.packages("INLA",repos=c(getOption("repos"),INLA="https://inla.r-inla-dow ``` -## Desktop applications and companion tools +## BSTVC Desktop + +BSTVC Desktop ### Chinese desktop version — BSTVC Desktop (时空可解释工具) @@ -82,10 +82,6 @@ The Chinese desktop version, **BSTVC桌面版(时空可解释工具)**, prov The English desktop version is coming soon — stay tuned. -### INLA Process Monitor - -[INLA Process Monitor](https://github.com/bayesianstvc/inla-monitor) is a Windows companion tool for monitoring live inla.exe resource usage and comparing CPU, memory, and thread behavior. It helps users identify an appropriate thread setting and diagnose performance during Bayesian latent Gaussian model fitting. The tool runs locally and does not require a cloud service. - ## Features & Advantages The `BSTVC` R package is designed to provide a comprehensive suite of @@ -148,6 +144,12 @@ provide new help documents. View detailed changelog: [CHANGELOG.md](./CHANGELOG.md) +## Additional companion tool + +### INLA Process Monitor + +[INLA Process Monitor](https://github.com/bayesianstvc/inla-monitor) is a Windows companion tool for monitoring live inla.exe resource usage and comparing CPU, memory, and thread behavior. It helps users identify an appropriate thread setting and diagnose performance during Bayesian latent Gaussian model fitting. The tool runs locally and does not require a cloud service. + ## Contact We welcome and encourage user contributions, including reporting issues, @@ -163,7 +165,7 @@ Copyright **©HEOA-West China Health and Medical Geography Research Group** If you are a WeChat user, you are welcome to scan the QR code to follow our research group's official account: **HealthGeography** -WeChat +WeChat ## Reference diff --git a/README.md b/README.md index d5c4b96..fb5529e 100644 --- a/README.md +++ b/README.md @@ -1,13 +1,11 @@  -# BSTVC BSTVC +# BSTVC BSTVC ![Github](https://img.shields.io/badge/publish-2025_01_28-edddab) -![download2](https://cranlogs.r-pkg.org/badges/grand-total/BSTVC) -![download](https://cranlogs.r-pkg.org/badges/BSTVC) ![GitHub](https://img.shields.io/github/license/bayesianstvc/BSTVC) [![DOI](https://zenodo.org/badge/DOI/10.1016/j.ijdrr.2022.103078.svg)](https://doi.org/10.1016/j.ijdrr.2022.103078) @@ -60,7 +58,9 @@ install.packages("INLA",repos=c(getOption("repos"),INLA="https://inla.r-inla-dow ``` -## Desktop applications and companion tools +## BSTVC Desktop + +BSTVC Desktop ### Chinese desktop version — BSTVC Desktop (时空可解释工具) @@ -68,10 +68,6 @@ The Chinese desktop version, **BSTVC桌面版(时空可解释工具)**, prov The English desktop version is coming soon — stay tuned. -### INLA Process Monitor - -[INLA Process Monitor](https://github.com/bayesianstvc/inla-monitor) is a Windows companion tool for monitoring live inla.exe resource usage and comparing CPU, memory, and thread behavior. It helps users identify an appropriate thread setting and diagnose performance during Bayesian latent Gaussian model fitting. The tool runs locally and does not require a cloud service. - ## Features & Advantages The `BSTVC` R package is designed to provide a comprehensive suite of @@ -135,6 +131,12 @@ provide new help documents. View detailed changelog: [CHANGELOG.md](./CHANGELOG.md) +## Additional companion tool + +### INLA Process Monitor + +[INLA Process Monitor](https://github.com/bayesianstvc/inla-monitor) is a Windows companion tool for monitoring live inla.exe resource usage and comparing CPU, memory, and thread behavior. It helps users identify an appropriate thread setting and diagnose performance during Bayesian latent Gaussian model fitting. 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CODE_OF_CONDUCT.md | 31 ++++ CONTRIBUTING.md | 37 +++++ README.Rmd | 181 ++++++++++++++------- README.md | 190 ++++++++++++++-------- man/Figure/BSTVC_desktop_logo_motion.webp | Bin 0 -> 118860 bytes man/Figure/BSTVC_full_map_framework.webp | Bin 0 -> 199234 bytes 6 files changed, 307 insertions(+), 132 deletions(-) create mode 100644 CODE_OF_CONDUCT.md create mode 100644 CONTRIBUTING.md create mode 100644 man/Figure/BSTVC_desktop_logo_motion.webp create mode 100644 man/Figure/BSTVC_full_map_framework.webp diff --git a/CODE_OF_CONDUCT.md b/CODE_OF_CONDUCT.md new file mode 100644 index 0000000..71203fb --- /dev/null +++ b/CODE_OF_CONDUCT.md @@ -0,0 +1,31 @@ +# BSTVC Code of Conduct + +BSTVC is committed to a respectful, inclusive, and scientifically constructive +community. + +## Expected conduct + +Participants are expected to: + +- communicate respectfully and focus criticism on ideas, evidence, and code; +- welcome questions and contributions from people with different backgrounds + and levels of experience; +- acknowledge uncertainty, methodological limitations, and the contributions + of others; +- protect confidential, personal, patient, student, and restricted data; and +- avoid harassment, discrimination, intimidation, personal attacks, and other + disruptive behavior. + +## Scope + +This code applies to project repositories, issue discussions, pull requests, +documentation, and other spaces in which a person represents the BSTVC +community. + +## Reporting + +Potential violations may be reported privately to the project maintainer, +[Chao Song](mailto:chaosong.gis@gmail.com). Reports will be reviewed as +confidentially and fairly as reasonably possible. Project maintainers may +edit or remove inappropriate contributions and may temporarily or permanently +restrict participation when necessary to protect the community. diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md new file mode 100644 index 0000000..109ce29 --- /dev/null +++ b/CONTRIBUTING.md @@ -0,0 +1,37 @@ +# Contributing to BSTVC + +Thank you for helping improve BSTVC. Contributions may include reproducible +bug reports, documentation corrections, worked examples, tests, scientific +validation, or code changes. + +## Before contributing + +1. Search the [issue tracker](https://github.com/bayesianstvc/BSTVC/issues) + for an existing report or proposal. +2. Open an issue before making a substantial change so that its scientific + scope, expected behavior, and compatibility implications can be discussed. +3. Do not include confidential, identifiable, proprietary, or otherwise + restricted data in issues, examples, tests, or pull requests. + +## Bug reports + +A useful bug report should include: + +- the smallest reproducible example; +- the expected and observed behavior; +- the BSTVC, R, INLA, and operating-system versions; +- relevant warnings or error messages; and +- synthetic or openly shareable data whenever data are required. + +## Code and documentation contributions + +- Keep each pull request focused on one clearly described change. +- Preserve backward compatibility unless a breaking change has been discussed. +- Add or update documentation and examples when user-facing behavior changes. +- Add suitable tests for corrected or newly introduced behavior. +- Describe the scientific rationale for changes that affect model + specification, inference, diagnostics, or interpretation. +- Confirm that examples and checks complete successfully before submission. + +By participating in this project, contributors agree to follow the +[Code of Conduct](./CODE_OF_CONDUCT.md). diff --git a/README.Rmd b/README.Rmd index b7d1fc7..26b87cf 100644 --- a/README.Rmd +++ b/README.Rmd @@ -26,7 +26,43 @@ knitr::opts_chunk$set( -**Spatiotemporal heterogeneous perspective for analyzing influencing factors, identifying key drivers, and making dynamic predictions, all within a unified 'full-map' framework.** +**A powerful tool for ante-hoc spatiotemporal interpretable analysis.** + +**Spatiotemporal heterogeneous perspective for analyzing local influencing factors (local spatiotemporal interpretability), identifying key global factors (global spatiotemporal interpretability), and making dynamic predictions, all within a unified 'full-map' framework.** + +

+ BSTVC full-map framework for local and global spatiotemporal interpretability and dynamic prediction +

+ +

BSTVC unifies local spatiotemporal interpretability, global spatiotemporal interpretability, and dynamic prediction within a Bayesian full-map framework.

+ +## Scientific overview + +BSTVC is a Bayesian modeling framework for investigating spatiotemporal +heterogeneity in relationships between an outcome and its potential +determinants. It is designed for research questions that require more than +overall association estimates: the framework characterizes where and when +local effects vary, evaluates the relative contribution of candidate factors +at the global level, and supports prediction under changing spatiotemporal +conditions. By integrating these analytical targets within one coherent +workflow, BSTVC helps researchers connect local variation, global attribution, +and predictive inference while retaining parameter uncertainty. The framework +is applicable to spatiotemporal panel and areal data in public health, +medical geography, environmental research, and related fields. + +### Interpretability framework + +- **Ante-hoc spatiotemporal interpretability** means that interpretability is + built into the statistical model through explicitly estimated parameters, + rather than approximated after fitting an opaque predictive model. +- **Local spatiotemporal interpretability** describes how the direction and + magnitude of a variable's association with the outcome vary across space + and time. +- **Global spatiotemporal interpretability** evaluates the overall importance + of candidate factors in explaining spatiotemporal variation. +- **Full-map framework** refers to the unified analysis of local effects, + global factor importance, and dynamic prediction across the complete + study domain. @@ -34,10 +70,9 @@ knitr::opts_chunk$set( ## Installation -**- Install the `BSTVC` R package** +### Install the `BSTVC` R package -The package is currently in the internal testing phase. At present, it -only supports local installation from GitHub. +Install BSTVC directly from GitHub: ``` r # Install using the devtools package @@ -49,32 +84,30 @@ devtools::install_github("bayesianstvc/BSTVC") remotes::install_github("bayesianstvc/BSTVC") ``` -**- Install the dependency package - the `INLA` R package** +### Install the `INLA` dependency -When installing the `BSTVC` package in RStudio, the system will prompt -you to install additional R packages that come with it. However, since -`INLA` is a larger package, installing the `BSTVC` package might lead to -a failure. To avoid this issue, we provide a separate method for -installing the `INLA` package for your reference. - -If the installation of the `BSTVC` package in the previous step failed, -please install the `BSTVC` package after successfully installing the -`INLA` package. If you have successfully installed the `INLA` package -while installing the `BSTVC` package, you can skip this step. +BSTVC uses the `INLA` package for Bayesian latent Gaussian modeling. If +`INLA` is not already available in your R environment, install it from +the official INLA repository before installing BSTVC. ``` r -## To install the INLA package, more information can be found at . -# Extend the overtime duration to 5 minutes +# Installation details: +# Extend the download timeout to 5 minutes options(timeout = 300) -install.packages("INLA",repos=c(getOption("repos"),INLA="https://inla.r-inla-download.org/R/stable"), dep=TRUE) - -## Another approach, using an older version of INLA, is to download the compressed package of the INLA R package to your local machine and then proceed with the installation. +install.packages( + "INLA", + repos = c( + getOption("repos"), + INLA = "https://inla.r-inla-download.org/R/stable" + ), + dependencies = TRUE +) ``` ## BSTVC Desktop -BSTVC Desktop +Animated BSTVC Desktop logo ### Chinese desktop version — BSTVC Desktop (时空可解释工具) @@ -82,11 +115,23 @@ The Chinese desktop version, **BSTVC桌面版(时空可解释工具)**, prov The English desktop version is coming soon — stay tuned. -## Features & Advantages +## Scientific capabilities The `BSTVC` R package is designed to provide a comprehensive suite of functionalities for advanced spatiotemporal heterogeneous analysis. -Here's what our package can do for you: +Its principal scientific capabilities include: + +### Model families and scientific outputs + +| Analytical target | Supported model or output | +|:--|:--| +| Continuous response | Log-Gaussian regression | +| Binary response | Logistic regression | +| Count response | Poisson regression | +| Local interpretation | Spatiotemporally varying coefficient estimates | +| Global interpretation | Explainable-percentage and key-factor assessment | +| Prediction | Spatiotemporal smoothing, missing-value imputation, and forecasting | +| Model assessment | DIC, WAIC, effective number of parameters (pD), and logarithmic score (LS) | - **Targeting multiple types of response variables**: It supports three mainstream types of response variables: continuous @@ -103,14 +148,14 @@ Here's what our package can do for you: - **Identifying spatiotemporal driving factors**: On the basis of identifying spatiotemporal heterogeneous impact mechanisms, it clarifies key driving factors by calculating the spatiotemporal - explainable percentage, providing strong evidence for geographical + explainable percentage, supporting geographical spatiotemporal attribution. -- **Improving spatiotemporal prediction accuracy**: Considering the - spatiotemporal heterogeneity of local variable relationships, it - significantly improves model fitting and prediction accuracy, which - can be used for spatiotemporal missing value imputation, - spatiotemporal smoothing, and future forecasting. +- **Supporting spatiotemporal prediction**: By accounting for + spatiotemporal heterogeneity in local variable relationships, the + framework can improve model fit and predictive performance when such + nonstationarity is present. It supports spatiotemporal missing-value + imputation, smoothing, and forecasting. - **Bayesian model assessment**: It provides a comprehensive evaluation of Bayesian regression models, including model fitting (DIC, WAIC), complexity (pd), and prediction accuracy (LS) @@ -118,13 +163,12 @@ Here's what our package can do for you: - **Rich visualization outputs**: It provides a variety of spatiotemporal visualization tools and codes to help users - intuitively understand model results, enhance the interpretability - of data analysis, and promote innovation in your applied research. + examine model results and communicate spatiotemporal patterns and + uncertainty in applied research. -Bayesian STVC model is a powerful analytical tool with many advantages -that other similar tools lack, such as **a *"full-map" modeling -framework*, *parameter uncertainty*, *friendliness to missing values*, -and *support for more spatial weight matrices***, among others. +The BSTVC framework integrates a **full-map modeling strategy, Bayesian +parameter uncertainty, support for missing values, and flexible spatial +weight matrices** within a unified analytical workflow. ## Usage Guide @@ -144,6 +188,15 @@ provide new help documents. View detailed changelog: [CHANGELOG.md](./CHANGELOG.md) +## Project status and governance + +- **Maintenance status**: Actively maintained. Bug reports and feature + requests are reviewed through [GitHub Issues](https://github.com/bayesianstvc/BSTVC/issues). +- **Contributing**: Please read the [Contribution Guide](./CONTRIBUTING.md) + before proposing code, documentation, examples, or scientific validation. +- **Community standards**: Participation in the project is governed by the + [Code of Conduct](./CODE_OF_CONDUCT.md). + ## Additional companion tool ### INLA Process Monitor @@ -157,8 +210,11 @@ requesting new features, or submitting code changes. If you encounter any problems when using the BSTVC package or need further assistance, you can get support through the following means: - 1. **GitHub issues**: Report issues or request new features in theGitHub repository, please visit [Issues](https://github.com/bayesianstvc/BSTVC/issues). -2. **Email contact**: [tangxxxxt\@163.com](mailto:tangxxxxt@163.com)(Tang Xianteng, related to R package usage); [chaosong.gis\@gmail.com](mailto:chaosong.gis@gmail.com) (Song Chao, related to statistical theory) +1. **GitHub Issues**: Report reproducible software problems or request new + features through the [BSTVC issue tracker](https://github.com/bayesianstvc/BSTVC/issues). +2. **Email**: Contact [Xianteng Tang](mailto:tangxxxxt@163.com) for package + usage questions, or [Chao Song](mailto:chaosong.gis@gmail.com) for + questions concerning statistical methodology. 3. **Bayesian STVC model**: Copyright **©HEOA-West China Health and Medical Geography Research Group** @@ -167,29 +223,28 @@ If you are a WeChat user, you are welcome to scan the QR code to follow our rese WeChat -## Reference - -- **[Bayesian STVC series models]** Song, Chao, Yin, Hao, Shi, Xun, - Xie, Mingyu, Yang, Shujuan, Zhou, Junmin, Wang, Xiuli, Tang, - Zhangying, Yang, Yili, & Pan, Jay. (2022). Spatiotemporal - disparities in regional public risk perception of COVID-19 using - Bayesian Spatiotemporally Varying Coefficients (STVC) series models - across Chinese cities. *International Journal of Disaster Risk - Reduction*, 77, 103078. - -- **[STVPI]** Wan, Qin, Tang, Zhangying, Pan, Jay, Xie, Mingyu, Wang, - Shaobin, Yin, Hao, Li, Junmin, Liu, Xin, Yang, Yang, & Song, Chao. - (2022). Spatiotemporal heterogeneity in associations of national - population ageing with socioeconomic and environmental factors at - the global scale. *Journal of Cleaner Production*, 373, 133781. - -- Song, Chao, Shi, Xun, & Wang, Jinfeng. (2020). Spatiotemporally - Varying Coefficients (STVC) model: a Bayesian local regression to - detect spatial and temporal nonstationarity in variables - relationships. *Annals of GIS*, 26(3), 277-291. - -- Song, Chao, Shi, Xun, Bo, Yanchen, Wang, Jinfeng, Wang, Yong, & - Huang, Dacang. (2019). Exploring Spatiotemporal Nonstationary - Effects of Climate Factors on Hand, Foot, and Mouth Disease Using - Bayesian Spatiotemporally Varying Coefficients (STVC) Model in - Sichuan, China. *Science of The Total Environment*, 648, 550-560. +## References + +- **Bayesian STVC series models:** Song, C., Yin, H., Shi, X., Xie, M., + Yang, S., Zhou, J., Wang, X., Tang, Z., Yang, Y., & Pan, J. (2022). + Spatiotemporal disparities in regional public risk perception of + COVID-19 using Bayesian spatiotemporally varying coefficients (STVC) + series models across Chinese cities. *International Journal of Disaster + Risk Reduction, 77*, 103078. + +- **STVPI:** Wan, Q., Tang, Z., Pan, J., Xie, M., Wang, S., Yin, H., + Li, J., Liu, X., Yang, Y., & Song, C. (2022). Spatiotemporal + heterogeneity in associations of national population ageing with + socioeconomic and environmental factors at the global scale. + *Journal of Cleaner Production, 373*, 133781. + +- Song, C., Shi, X., & Wang, J. (2020). Spatiotemporally varying + coefficients (STVC) model: A Bayesian local regression to detect + spatial and temporal nonstationarity in variable relationships. + *Annals of GIS, 26*(3), 277–291. + +- Song, C., Shi, X., Bo, Y., Wang, J., Wang, Y., & Huang, D. (2019). + Exploring spatiotemporal nonstationary effects of climate factors on + hand, foot, and mouth disease using a Bayesian spatiotemporally varying + coefficients (STVC) model in Sichuan, China. *Science of the Total + Environment, 648*, 550–560. diff --git a/README.md b/README.md index fb5529e..e9d7607 100644 --- a/README.md +++ b/README.md @@ -11,19 +11,55 @@ -**Spatiotemporal heterogeneous perspective for analyzing influencing -factors, identifying key drivers, and making dynamic predictions, all -within a unified ‘full-map’ framework.** +**A powerful tool for ante-hoc spatiotemporal interpretable analysis.** + +**Spatiotemporal heterogeneous perspective for analyzing local +influencing factors (local spatiotemporal interpretability), identifying +key global factors (global spatiotemporal interpretability), and making +dynamic predictions, all within a unified ‘full-map’ framework.** + +

+ BSTVC full-map framework for local and global spatiotemporal interpretability and dynamic prediction +

+ +

BSTVC unifies local spatiotemporal interpretability, global spatiotemporal interpretability, and dynamic prediction within a Bayesian full-map framework.

+ +## Scientific overview + +BSTVC is a Bayesian modeling framework for investigating spatiotemporal +heterogeneity in relationships between an outcome and its potential +determinants. It is designed for research questions that require more than +overall association estimates: the framework characterizes where and when +local effects vary, evaluates the relative contribution of candidate factors +at the global level, and supports prediction under changing spatiotemporal +conditions. By integrating these analytical targets within one coherent +workflow, BSTVC helps researchers connect local variation, global attribution, +and predictive inference while retaining parameter uncertainty. The framework +is applicable to spatiotemporal panel and areal data in public health, +medical geography, environmental research, and related fields. + +### Interpretability framework + +- **Ante-hoc spatiotemporal interpretability** means that interpretability is + built into the statistical model through explicitly estimated parameters, + rather than approximated after fitting an opaque predictive model. +- **Local spatiotemporal interpretability** describes how the direction and + magnitude of a variable's association with the outcome vary across space + and time. +- **Global spatiotemporal interpretability** evaluates the overall importance + of candidate factors in explaining spatiotemporal variation. +- **Full-map framework** refers to the unified analysis of local effects, + global factor importance, and dynamic prediction across the complete + study domain. ## Installation -**- Install the `BSTVC` R package** +### Install the `BSTVC` R package -The package is currently in the internal testing phase. At present, it -only supports local installation from GitHub. +Install BSTVC directly from GitHub: ``` r # Install using the devtools package @@ -35,32 +71,30 @@ devtools::install_github("bayesianstvc/BSTVC") remotes::install_github("bayesianstvc/BSTVC") ``` -**- Install the dependency package - the `INLA` R package** +### Install the `INLA` dependency -When installing the `BSTVC` package in RStudio, the system will prompt -you to install additional R packages that come with it. However, since -`INLA` is a larger package, installing the `BSTVC` package might lead to -a failure. To avoid this issue, we provide a separate method for -installing the `INLA` package for your reference. - -If the installation of the `BSTVC` package in the previous step failed, -please install the `BSTVC` package after successfully installing the -`INLA` package. If you have successfully installed the `INLA` package -while installing the `BSTVC` package, you can skip this step. +BSTVC uses the `INLA` package for Bayesian latent Gaussian modeling. If +`INLA` is not already available in your R environment, install it from +the official INLA repository before installing BSTVC. ``` r -## To install the INLA package, more information can be found at . -# Extend the overtime duration to 5 minutes +# Installation details: +# Extend the download timeout to 5 minutes options(timeout = 300) -install.packages("INLA",repos=c(getOption("repos"),INLA="https://inla.r-inla-download.org/R/stable"), dep=TRUE) - -## Another approach, using an older version of INLA, is to download the compressed package of the INLA R package to your local machine and then proceed with the installation. +install.packages( + "INLA", + repos = c( + getOption("repos"), + INLA = "https://inla.r-inla-download.org/R/stable" + ), + dependencies = TRUE +) ``` ## BSTVC Desktop -BSTVC Desktop +Animated BSTVC Desktop logo ### Chinese desktop version — BSTVC Desktop (时空可解释工具) @@ -68,11 +102,23 @@ The Chinese desktop version, **BSTVC桌面版(时空可解释工具)**, prov The English desktop version is coming soon — stay tuned. -## Features & Advantages +## Scientific capabilities The `BSTVC` R package is designed to provide a comprehensive suite of functionalities for advanced spatiotemporal heterogeneous analysis. -Here’s what our package can do for you: +Its principal scientific capabilities include: + +### Model families and scientific outputs + +| Analytical target | Supported model or output | +|:--|:--| +| Continuous response | Log-Gaussian regression | +| Binary response | Logistic regression | +| Count response | Poisson regression | +| Local interpretation | Spatiotemporally varying coefficient estimates | +| Global interpretation | Explainable-percentage and key-factor assessment | +| Prediction | Spatiotemporal smoothing, missing-value imputation, and forecasting | +| Model assessment | DIC, WAIC, effective number of parameters (pD), and logarithmic score (LS) | - **Targeting multiple types of response variables**: It supports three mainstream types of response variables: continuous (log-Gaussian @@ -89,14 +135,14 @@ Here’s what our package can do for you: - **Identifying spatiotemporal driving factors**: On the basis of identifying spatiotemporal heterogeneous impact mechanisms, it clarifies key driving factors by calculating the spatiotemporal - explainable percentage, providing strong evidence for geographical + explainable percentage, supporting geographical spatiotemporal attribution. -- **Improving spatiotemporal prediction accuracy**: Considering the - spatiotemporal heterogeneity of local variable relationships, it - significantly improves model fitting and prediction accuracy, which - can be used for spatiotemporal missing value imputation, - spatiotemporal smoothing, and future forecasting. +- **Supporting spatiotemporal prediction**: By accounting for + spatiotemporal heterogeneity in local variable relationships, the + framework can improve model fit and predictive performance when such + nonstationarity is present. It supports spatiotemporal missing-value + imputation, smoothing, and forecasting. - **Bayesian model assessment**: It provides a comprehensive evaluation of Bayesian regression models, including model fitting (DIC, WAIC), @@ -105,13 +151,12 @@ Here’s what our package can do for you: - **Rich visualization outputs**: It provides a variety of spatiotemporal visualization tools and codes to help users intuitively - understand model results, enhance the interpretability of data - analysis, and promote innovation in your applied research. + examine model results and communicate spatiotemporal patterns and + uncertainty in applied research. -Bayesian STVC model is a powerful analytical tool with many advantages -that other similar tools lack, such as **a *“full-map” modeling -framework*, *parameter uncertainty*, *friendliness to missing values*, -and *support for more spatial weight matrices***, among others. +The BSTVC framework integrates a **full-map modeling strategy, Bayesian +parameter uncertainty, support for missing values, and flexible spatial +weight matrices** within a unified analytical workflow. ## Usage Guide @@ -131,6 +176,15 @@ provide new help documents. View detailed changelog: [CHANGELOG.md](./CHANGELOG.md) +## Project status and governance + +- **Maintenance status**: Actively maintained. Bug reports and feature + requests are reviewed through [GitHub Issues](https://github.com/bayesianstvc/BSTVC/issues). +- **Contributing**: Please read the [Contribution Guide](./CONTRIBUTING.md) + before proposing code, documentation, examples, or scientific validation. +- **Community standards**: Participation in the project is governed by the + [Code of Conduct](./CODE_OF_CONDUCT.md). + ## Additional companion tool ### INLA Process Monitor @@ -144,12 +198,11 @@ requesting new features, or submitting code changes. If you encounter any problems when using the BSTVC package or need further assistance, you can get support through the following means: -1. **GitHub issues**: Report issues or request new features in - theGitHub repository, please visit - [Issues](https://github.com/bayesianstvc/BSTVC/issues). -2. **Email contact**: (Tang Xianteng, related to R - package usage); (Song Chao, related to - statistical theory) +1. **GitHub Issues**: Report reproducible software problems or request new + features through the [BSTVC issue tracker](https://github.com/bayesianstvc/BSTVC/issues). +2. **Email**: Contact [Xianteng Tang](mailto:tangxxxxt@163.com) for package + usage questions, or [Chao Song](mailto:chaosong.gis@gmail.com) for + questions concerning statistical methodology. 3. **Bayesian STVC model**: Copyright **©HEOA-West China Health and Medical Geography Research @@ -160,29 +213,28 @@ our research group’s official account: **HealthGeography** WeChat -## Reference - -- **\[Bayesian STVC series models\]** Song, Chao, Yin, Hao, Shi, Xun, - Xie, Mingyu, Yang, Shujuan, Zhou, Junmin, Wang, Xiuli, Tang, - Zhangying, Yang, Yili, & Pan, Jay. (2022). Spatiotemporal disparities - in regional public risk perception of COVID-19 using Bayesian - Spatiotemporally Varying Coefficients (STVC) series models across - Chinese cities. *International Journal of Disaster Risk Reduction*, - 77, 103078. - -- **\[STVPI\]** Wan, Qin, Tang, Zhangying, Pan, Jay, Xie, Mingyu, Wang, - Shaobin, Yin, Hao, Li, Junmin, Liu, Xin, Yang, Yang, & Song, Chao. - (2022). Spatiotemporal heterogeneity in associations of national - population ageing with socioeconomic and environmental factors at the - global scale. *Journal of Cleaner Production*, 373, 133781. - -- Song, Chao, Shi, Xun, & Wang, Jinfeng. (2020). Spatiotemporally - Varying Coefficients (STVC) model: a Bayesian local regression to - detect spatial and temporal nonstationarity in variables - relationships. *Annals of GIS*, 26(3), 277-291. - -- Song, Chao, Shi, Xun, Bo, Yanchen, Wang, Jinfeng, Wang, Yong, & Huang, - Dacang. (2019). Exploring Spatiotemporal Nonstationary Effects of - Climate Factors on Hand, Foot, and Mouth Disease Using Bayesian - Spatiotemporally Varying Coefficients (STVC) Model in Sichuan, China. - *Science of The Total Environment*, 648, 550-560. +## References + +- **Bayesian STVC series models:** Song, C., Yin, H., Shi, X., Xie, M., + Yang, S., Zhou, J., Wang, X., Tang, Z., Yang, Y., & Pan, J. (2022). + Spatiotemporal disparities in regional public risk perception of + COVID-19 using Bayesian spatiotemporally varying coefficients (STVC) + series models across Chinese cities. *International Journal of Disaster + Risk Reduction, 77*, 103078. + +- **STVPI:** Wan, Q., Tang, Z., Pan, J., Xie, M., Wang, S., Yin, H., + Li, J., Liu, X., Yang, Y., & Song, C. (2022). Spatiotemporal + heterogeneity in associations of national population ageing with + socioeconomic and environmental factors at the global scale. + *Journal of Cleaner Production, 373*, 133781. + +- Song, C., Shi, X., & Wang, J. (2020). Spatiotemporally varying + coefficients (STVC) model: A Bayesian local regression to detect + spatial and temporal nonstationarity in variable relationships. + *Annals of GIS, 26*(3), 277–291. + +- Song, C., Shi, X., Bo, Y., Wang, J., Wang, Y., & Huang, D. 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