diff --git a/assignments/_freeze/template2/execute-results/html.json b/assignments/_freeze/template2/execute-results/html.json
index 3b270c36..c969fbd0 100644
--- a/assignments/_freeze/template2/execute-results/html.json
+++ b/assignments/_freeze/template2/execute-results/html.json
@@ -1,8 +1,8 @@
 {
-  "hash": "173d81742d4df7d565e6d1285d77e421",
+  "hash": "6249c7033127855a0c3af37cb329b0d7",
   "result": {
     "engine": "knitr",
-    "markdown": "---\ntitle: \"Assignment 2\"\nauthor: anonymous # <-- hand in anonymously\nformat:\n  html:\n    toc: true\n    code-tools: true\n    code-line-numbers: true\n    number-sections: true\n    mainfont: Georgia, serif\n  pdf:\n    geometry:\n    - left=1cm,top=1cm,bottom=1cm,right=7cm\n    number-sections: true\n    code-annotations: none\n    include-in-header:\n      text: |\n        % You can add TeX macros here for PDF,\n        % see https://quarto.org/docs/output-formats/pdf-basics.html#latex-includes\n        \\newcommand{\\BetaDist}{\\mathrm{Beta}}\neditor: source\n---\n\n\n\n\n\n\n\n::: {.hidden}\n$$\n% You can add TeX macros here for HTML, see https://quarto.org/docs/authoring/markdown-basics.html#equations\n\\renewcommand{\\BetaDist}{\\mathrm{Beta}}\n$$\n:::\n\n# General information\n\n:::: {.content-hidden when-format=\"pdf\"}\n::: {.callout-warning collapse=false}\n\n## Setup\n\n\n*This block will only be visible in your HTML output, but will be hidden when rendering to PDF with quarto for the submission.*\n**Make sure that this does not get displayed in the PDF!**\n\n\n\n\nThis is the template for [assignment 2](assignment2.html). You can download the [qmd-file](https://avehtari.github.io/BDA_course_Aalto/assignments/template2.qmd) or copy the code from this rendered document after clicking on `</> Code` in the top right corner.\n\n**Please replace the instructions in this template by your own text, explaining what you are doing in each exercise.**\n\nThe following will set-up `markmyassignment` to check your functions at the end of the notebook:\n\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\nlibrary(markmyassignment)\nassignment_path = paste(\"https://github.com/avehtari/BDA_course_Aalto/\",\n\"blob/master/assignments/tests/assignment2.yml\", sep=\"\")\nset_assignment(assignment_path)\n```\n:::\n\n\n\n\n\n\nThe following installs the `aaltobda` package:\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\n# Caching should be fine here\ninstall.packages(\"aaltobda\", repos = c(\"https://avehtari.github.io/BDA_course_Aalto/\", getOption(\"repos\")))\n```\n:::\n\n\n\n\n\n\n:::\n::::\n\n\n# Inference for binomial proportion\n\nLoading the library and the data.\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\nlibrary(aaltobda)\ndata(\"algae\")\n# The data are now stored in the variable `algae`.\n# These are the values for the prior required in the assignment\nprior_alpha = 2\nprior_beta = 10\n```\n:::\n\n\n\n\n\n\nThe below data is **only for the tests**, you need to change to the\nfull data `algae` when reporting your results.\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\nalgae_test <- c(0, 1, 1, 0, 0, 0)\n```\n:::\n\n\n\n\n\n\n\n\n## (a)\n\n\nWrite the likelihood, the prior and the posterior here!\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\n# These are not the actual values for the posterior!\n# You will have to compute those from the data!\nposterior_alpha = 2\nposterior_beta = 10\n```\n:::\n\n\n\n\n\n\nYou can do [string interpolation](https://en.wikipedia.org/wiki/String_interpolation) using [R inline code execution in quarto](https://quarto.org/docs/computations/execution-options.html#knitr) as such:\n\n$\\alpha_\\text{prior}$ is **2** and $\\beta_\\text{prior}$ is **10**.\nOr string interpolation within math: $\\BetaDist(2,10)$\n\nThis template defines a `\\BetaDist` TeX command which renders `$\\BetaDist(1,2)$` as $\\BetaDist(1,2)$.\n\n\n\n## (b)\n\n\nKeep the below name and format for the functions to work with `markmyassignment`:\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\n# Useful function: qbeta()\n\nbeta_point_est <- function(prior_alpha, prior_beta, data) {\n    # Do computation here, and return as below.\n    # This is the correct return value for the test data provided above,\n    # combined with the prior provided above.\n    0.2222222\n}\nbeta_interval <- function(prior_alpha, prior_beta, data, prob=0.9) {\n    # Do computation here, and return as below.\n    # This is the correct return value for the test data provided above,\n    # combined with the prior provided above.\n    c(0.0846451, 0.3956414)\n}\n```\n:::\n\n\n\n\n\n\n\n\n## (c)\n\n\nKeep the below name and format for the function to work with `markmyassignment`:\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\n# Useful function: pbeta()\n\nbeta_low <- function(prior_alpha, prior_beta, data, pi_0=0.2) {\n    # Do computation here, and return as below.\n    # This is the correct return value for the test data provided above,\n    # combined with the correct prior.\n    0.4511238\n}\n```\n:::\n\n\n\n\n\n\n\n\n## (d)\n\n\nWrite your answer here!\n\n\n\n## (e)\n\n\nPlot the PDFs here. Explain shortly what you do.\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\n# Useful function: dbeta()\n```\n:::\n\n\n\n\n\n\n\n\n:::: {.content-hidden when-format=\"pdf\"}\n::: {.callout-warning collapse=false}\n\n## markmyassignment\n\n\n*This block will only be visible in your HTML output, but will be hidden when rendering to PDF with quarto for the submission.*\n**Make sure that this does not get displayed in the PDF!**\n\n\n\nThe following will check the functions for which `markmyassignment` has been set up:\n\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\nmark_my_assignment()\n```\n:::\n\n\n\n\n\n\n:::\n::::\n",
+    "markdown": "---\ntitle: \"Assignment 2\"\nauthor: anonymous # <-- hand in anonymously\nformat:\n  html:\n    toc: true\n    code-tools: true\n    code-line-numbers: true\n    number-sections: true\n    mainfont: Georgia, serif\n  pdf:\n    geometry:\n    - left=1cm,top=1cm,bottom=1cm,right=7cm\n    number-sections: true\n    code-annotations: none\n    include-in-header:\n      text: |\n        % You can add TeX macros here for PDF,\n        % see https://quarto.org/docs/output-formats/pdf-basics.html#latex-includes\n        \\newcommand{\\BetaDist}{\\mathrm{Beta}}\neditor: source\n---\n\n\n\n\n\n\n\n::: {.hidden}\n$$\n% You can add TeX macros here for HTML, see https://quarto.org/docs/authoring/markdown-basics.html#equations\n\\renewcommand{\\BetaDist}{\\mathrm{Beta}}\n$$\n:::\n\n# General information\n\n:::: {.content-hidden when-format=\"pdf\"}\n::: {.callout-warning collapse=false}\n\n## Setup\n\n\n*This block will only be visible in your HTML output, but will be hidden when rendering to PDF with quarto for the submission.*\n**Make sure that this does not get displayed in the PDF!**\n\n\n\n\nThis is the template for [assignment 2](assignment2.html). You can download the [qmd-file](https://avehtari.github.io/BDA_course_Aalto/assignments/template2.qmd) or copy the code from this rendered document after clicking on `</> Code` in the top right corner.\n\n**Please replace the instructions in this template by your own text, explaining what you are doing in each exercise.**\n\nThe following will set-up `markmyassignment` to check your functions at the end of the notebook:\n\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\nlibrary(markmyassignment)\nassignment_path = paste(\"https://github.com/avehtari/BDA_course_Aalto/\",\n\"blob/master/assignments/tests/assignment2.yml\", sep=\"\")\nset_assignment(assignment_path)\n```\n:::\n\n\n\n\n\n\nThe following installs the `aaltobda` package:\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\n# Caching should be fine here\ninstall.packages(\"aaltobda\", repos = c(\"https://avehtari.github.io/BDA_course_Aalto/\", getOption(\"repos\")))\n```\n:::\n\n\n\n\n\n\n:::\n::::\n\n\n# Inference for binomial proportion\n\nLoading the library and the data.\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\nlibrary(aaltobda)\ndata(\"algae\")\n# The data are now stored in the variable `algae`.\n# These are the values for the prior required in the assignment\nprior_alpha = 2\nprior_beta = 10\n```\n:::\n\n\n\n\n\n\nThe below data is **only for the tests**, you need to change to the\nfull data `algae` when reporting your results.\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\nalgae_test <- c(0, 1, 1, 0, 0, 0)\n```\n:::\n\n\n\n\n\n\n\n\n## (a)\n\n\nWrite the likelihood, the prior and the posterior here!\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\n# These are not the actual values for the posterior!\n# You will have to compute those from the data!\nposterior_alpha = 2\nposterior_beta = 10\n```\n:::\n\n\n\n\n\n\nYou can do [string interpolation](https://en.wikipedia.org/wiki/String_interpolation) using [R inline code execution in quarto](https://quarto.org/docs/computations/execution-options.html#knitr) as such:\n\n$\\alpha_\\text{prior}$ is **10** and $\\beta_\\text{prior}$ is **2**.\nOr string interpolation within math: $\\BetaDist(10,2)$\n\nThis template defines a `\\BetaDist` TeX command which renders `$\\BetaDist(1,2)$` as $\\BetaDist(1,2)$.\n\n\n\n## (b)\n\n\nKeep the below name and format for the functions to work with `markmyassignment`:\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\n# Useful function: qbeta()\n\nbeta_point_est <- function(prior_alpha, prior_beta, data) {\n    # Do computation here, and return as below.\n    # This is the correct return value for the test data provided above,\n    # combined with the prior provided above.\n    0.2222222\n}\nbeta_interval <- function(prior_alpha, prior_beta, data, prob=0.9) {\n    # Do computation here, and return as below.\n    # This is the correct return value for the test data provided above,\n    # combined with the prior provided above.\n    c(0.0846451, 0.3956414)\n}\n```\n:::\n\n\n\n\n\n\n\n\n## (c)\n\n\nKeep the below name and format for the function to work with `markmyassignment`:\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\n# Useful function: pbeta()\n\nbeta_low <- function(prior_alpha, prior_beta, data, pi_0=0.2) {\n    # Do computation here, and return as below.\n    # This is the correct return value for the test data provided above,\n    # combined with the correct prior.\n    0.4511238\n}\n```\n:::\n\n\n\n\n\n\n\n\n## (d)\n\n\nWrite your answer here!\n\n\n\n## (e)\n\n\nPlot the PDFs here. Explain shortly what you do.\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\n# Useful function: dbeta()\n```\n:::\n\n\n\n\n\n\n\n\n:::: {.content-hidden when-format=\"pdf\"}\n::: {.callout-warning collapse=false}\n\n## markmyassignment\n\n\n*This block will only be visible in your HTML output, but will be hidden when rendering to PDF with quarto for the submission.*\n**Make sure that this does not get displayed in the PDF!**\n\n\n\nThe following will check the functions for which `markmyassignment` has been set up:\n\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\nmark_my_assignment()\n```\n:::\n\n\n\n\n\n\n:::\n::::\n",
     "supporting": [],
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       "rmarkdown/pagebreak.lua"
diff --git a/assignments/_freeze/template2/execute-results/tex.json b/assignments/_freeze/template2/execute-results/tex.json
index 119f8015..27facef7 100644
--- a/assignments/_freeze/template2/execute-results/tex.json
+++ b/assignments/_freeze/template2/execute-results/tex.json
@@ -1,8 +1,8 @@
 {
-  "hash": "173d81742d4df7d565e6d1285d77e421",
+  "hash": "6249c7033127855a0c3af37cb329b0d7",
   "result": {
     "engine": "knitr",
-    "markdown": "---\ntitle: \"Assignment 2\"\nauthor: anonymous # <-- hand in anonymously\nformat:\n  html:\n    toc: true\n    code-tools: true\n    code-line-numbers: true\n    number-sections: true\n    mainfont: Georgia, serif\n  pdf:\n    geometry:\n    - left=1cm,top=1cm,bottom=1cm,right=7cm\n    number-sections: true\n    code-annotations: none\n    include-in-header:\n      text: |\n        % You can add TeX macros here for PDF,\n        % see https://quarto.org/docs/output-formats/pdf-basics.html#latex-includes\n        \\newcommand{\\BetaDist}{\\mathrm{Beta}}\neditor: source\n---\n\n\n\n\n\n\n\n::: {.hidden}\n$$\n% You can add TeX macros here for HTML, see https://quarto.org/docs/authoring/markdown-basics.html#equations\n\\renewcommand{\\BetaDist}{\\mathrm{Beta}}\n$$\n:::\n\n# General information\n\n:::: {.content-hidden when-format=\"pdf\"}\n::: {.callout-warning collapse=false}\n\n## Setup\n\n\n*This block will only be visible in your HTML output, but will be hidden when rendering to PDF with quarto for the submission.*\n**Make sure that this does not get displayed in the PDF!**\n\n\n\n\nThis is the template for [assignment 2](assignment2.html). You can download the [qmd-file](https://avehtari.github.io/BDA_course_Aalto/assignments/template2.qmd) or copy the code from this rendered document after clicking on `</> Code` in the top right corner.\n\n**Please replace the instructions in this template by your own text, explaining what you are doing in each exercise.**\n\nThe following will set-up `markmyassignment` to check your functions at the end of the notebook:\n\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\nlibrary(markmyassignment)\nassignment_path = paste(\"https://github.com/avehtari/BDA_course_Aalto/\",\n\"blob/master/assignments/tests/assignment2.yml\", sep=\"\")\nset_assignment(assignment_path)\n```\n:::\n\n\n\n\n\n\nThe following installs the `aaltobda` package:\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\n# Caching should be fine here\ninstall.packages(\"aaltobda\", repos = c(\"https://avehtari.github.io/BDA_course_Aalto/\", getOption(\"repos\")))\n```\n:::\n\n\n\n\n\n\n:::\n::::\n\n\n# Inference for binomial proportion\n\nLoading the library and the data.\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\nlibrary(aaltobda)\ndata(\"algae\")\n# The data are now stored in the variable `algae`.\n# These are the values for the prior required in the assignment\nprior_alpha = 2\nprior_beta = 10\n```\n:::\n\n\n\n\n\n\nThe below data is **only for the tests**, you need to change to the\nfull data `algae` when reporting your results.\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\nalgae_test <- c(0, 1, 1, 0, 0, 0)\n```\n:::\n\n\n\n\n\n\n\n\n## (a)\n\n\nWrite the likelihood, the prior and the posterior here!\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\n# These are not the actual values for the posterior!\n# You will have to compute those from the data!\nposterior_alpha = 2\nposterior_beta = 10\n```\n:::\n\n\n\n\n\n\nYou can do [string interpolation](https://en.wikipedia.org/wiki/String_interpolation) using [R inline code execution in quarto](https://quarto.org/docs/computations/execution-options.html#knitr) as such:\n\n$\\alpha_\\text{prior}$ is **2** and $\\beta_\\text{prior}$ is **10**.\nOr string interpolation within math: $\\BetaDist(2,10)$\n\nThis template defines a `\\BetaDist` TeX command which renders `$\\BetaDist(1,2)$` as $\\BetaDist(1,2)$.\n\n\n\n## (b)\n\n\nKeep the below name and format for the functions to work with `markmyassignment`:\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\n# Useful function: qbeta()\n\nbeta_point_est <- function(prior_alpha, prior_beta, data) {\n    # Do computation here, and return as below.\n    # This is the correct return value for the test data provided above,\n    # combined with the prior provided above.\n    0.2222222\n}\nbeta_interval <- function(prior_alpha, prior_beta, data, prob=0.9) {\n    # Do computation here, and return as below.\n    # This is the correct return value for the test data provided above,\n    # combined with the prior provided above.\n    c(0.0846451, 0.3956414)\n}\n```\n:::\n\n\n\n\n\n\n\n\n## (c)\n\n\nKeep the below name and format for the function to work with `markmyassignment`:\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\n# Useful function: pbeta()\n\nbeta_low <- function(prior_alpha, prior_beta, data, pi_0=0.2) {\n    # Do computation here, and return as below.\n    # This is the correct return value for the test data provided above,\n    # combined with the correct prior.\n    0.4511238\n}\n```\n:::\n\n\n\n\n\n\n\n\n## (d)\n\n\nWrite your answer here!\n\n\n\n## (e)\n\n\nPlot the PDFs here. Explain shortly what you do.\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\n# Useful function: dbeta()\n```\n:::\n\n\n\n\n\n\n\n\n:::: {.content-hidden when-format=\"pdf\"}\n::: {.callout-warning collapse=false}\n\n## markmyassignment\n\n\n*This block will only be visible in your HTML output, but will be hidden when rendering to PDF with quarto for the submission.*\n**Make sure that this does not get displayed in the PDF!**\n\n\n\nThe following will check the functions for which `markmyassignment` has been set up:\n\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\nmark_my_assignment()\n```\n:::\n\n\n\n\n\n\n:::\n::::\n",
+    "markdown": "---\ntitle: \"Assignment 2\"\nauthor: anonymous # <-- hand in anonymously\nformat:\n  html:\n    toc: true\n    code-tools: true\n    code-line-numbers: true\n    number-sections: true\n    mainfont: Georgia, serif\n  pdf:\n    geometry:\n    - left=1cm,top=1cm,bottom=1cm,right=7cm\n    number-sections: true\n    code-annotations: none\n    include-in-header:\n      text: |\n        % You can add TeX macros here for PDF,\n        % see https://quarto.org/docs/output-formats/pdf-basics.html#latex-includes\n        \\newcommand{\\BetaDist}{\\mathrm{Beta}}\neditor: source\n---\n\n\n\n\n\n\n\n::: {.hidden}\n$$\n% You can add TeX macros here for HTML, see https://quarto.org/docs/authoring/markdown-basics.html#equations\n\\renewcommand{\\BetaDist}{\\mathrm{Beta}}\n$$\n:::\n\n# General information\n\n:::: {.content-hidden when-format=\"pdf\"}\n::: {.callout-warning collapse=false}\n\n## Setup\n\n\n*This block will only be visible in your HTML output, but will be hidden when rendering to PDF with quarto for the submission.*\n**Make sure that this does not get displayed in the PDF!**\n\n\n\n\nThis is the template for [assignment 2](assignment2.html). You can download the [qmd-file](https://avehtari.github.io/BDA_course_Aalto/assignments/template2.qmd) or copy the code from this rendered document after clicking on `</> Code` in the top right corner.\n\n**Please replace the instructions in this template by your own text, explaining what you are doing in each exercise.**\n\nThe following will set-up `markmyassignment` to check your functions at the end of the notebook:\n\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\nlibrary(markmyassignment)\nassignment_path = paste(\"https://github.com/avehtari/BDA_course_Aalto/\",\n\"blob/master/assignments/tests/assignment2.yml\", sep=\"\")\nset_assignment(assignment_path)\n```\n:::\n\n\n\n\n\n\nThe following installs the `aaltobda` package:\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\n# Caching should be fine here\ninstall.packages(\"aaltobda\", repos = c(\"https://avehtari.github.io/BDA_course_Aalto/\", getOption(\"repos\")))\n```\n:::\n\n\n\n\n\n\n:::\n::::\n\n\n# Inference for binomial proportion\n\nLoading the library and the data.\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\nlibrary(aaltobda)\ndata(\"algae\")\n# The data are now stored in the variable `algae`.\n# These are the values for the prior required in the assignment\nprior_alpha = 2\nprior_beta = 10\n```\n:::\n\n\n\n\n\n\nThe below data is **only for the tests**, you need to change to the\nfull data `algae` when reporting your results.\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\nalgae_test <- c(0, 1, 1, 0, 0, 0)\n```\n:::\n\n\n\n\n\n\n\n\n## (a)\n\n\nWrite the likelihood, the prior and the posterior here!\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\n# These are not the actual values for the posterior!\n# You will have to compute those from the data!\nposterior_alpha = 2\nposterior_beta = 10\n```\n:::\n\n\n\n\n\n\nYou can do [string interpolation](https://en.wikipedia.org/wiki/String_interpolation) using [R inline code execution in quarto](https://quarto.org/docs/computations/execution-options.html#knitr) as such:\n\n$\\alpha_\\text{prior}$ is **10** and $\\beta_\\text{prior}$ is **2**.\nOr string interpolation within math: $\\BetaDist(10,2)$\n\nThis template defines a `\\BetaDist` TeX command which renders `$\\BetaDist(1,2)$` as $\\BetaDist(1,2)$.\n\n\n\n## (b)\n\n\nKeep the below name and format for the functions to work with `markmyassignment`:\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\n# Useful function: qbeta()\n\nbeta_point_est <- function(prior_alpha, prior_beta, data) {\n    # Do computation here, and return as below.\n    # This is the correct return value for the test data provided above,\n    # combined with the prior provided above.\n    0.2222222\n}\nbeta_interval <- function(prior_alpha, prior_beta, data, prob=0.9) {\n    # Do computation here, and return as below.\n    # This is the correct return value for the test data provided above,\n    # combined with the prior provided above.\n    c(0.0846451, 0.3956414)\n}\n```\n:::\n\n\n\n\n\n\n\n\n## (c)\n\n\nKeep the below name and format for the function to work with `markmyassignment`:\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\n# Useful function: pbeta()\n\nbeta_low <- function(prior_alpha, prior_beta, data, pi_0=0.2) {\n    # Do computation here, and return as below.\n    # This is the correct return value for the test data provided above,\n    # combined with the correct prior.\n    0.4511238\n}\n```\n:::\n\n\n\n\n\n\n\n\n## (d)\n\n\nWrite your answer here!\n\n\n\n## (e)\n\n\nPlot the PDFs here. Explain shortly what you do.\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\n# Useful function: dbeta()\n```\n:::\n\n\n\n\n\n\n\n\n:::: {.content-hidden when-format=\"pdf\"}\n::: {.callout-warning collapse=false}\n\n## markmyassignment\n\n\n*This block will only be visible in your HTML output, but will be hidden when rendering to PDF with quarto for the submission.*\n**Make sure that this does not get displayed in the PDF!**\n\n\n\nThe following will check the functions for which `markmyassignment` has been set up:\n\n\n\n\n\n\n::: {.cell}\n\n```{.r .cell-code}\nmark_my_assignment()\n```\n:::\n\n\n\n\n\n\n:::\n::::\n",
     "supporting": [],
     "filters": [
       "rmarkdown/pagebreak.lua"
diff --git a/assignments/assignment_instructions.pdf b/assignments/assignment_instructions.pdf
index 7d1baac9..eb5b06d0 100644
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diff --git a/assignments/search.json b/assignments/search.json
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--- a/assignments/search.json
+++ b/assignments/search.json
@@ -763,7 +763,7 @@
     "href": "template2.html#a",
     "title": "Assignment 2",
     "section": "2.1 (a)",
-    "text": "2.1 (a)\nWrite the likelihood, the prior and the posterior here!\n\n# These are not the actual values for the posterior!\n# You will have to compute those from the data!\nposterior_alpha = 2\nposterior_beta = 10\n\nYou can do string interpolation using R inline code execution in quarto as such:\n\\(\\alpha_\\text{prior}\\) is 2 and \\(\\beta_\\text{prior}\\) is 10. Or string interpolation within math: \\(\\BetaDist(2,10)\\)\nThis template defines a \\BetaDist TeX command which renders $\\BetaDist(1,2)$ as \\(\\BetaDist(1,2)\\).",
+    "text": "2.1 (a)\nWrite the likelihood, the prior and the posterior here!\n\n# These are not the actual values for the posterior!\n# You will have to compute those from the data!\nposterior_alpha = 2\nposterior_beta = 10\n\nYou can do string interpolation using R inline code execution in quarto as such:\n\\(\\alpha_\\text{prior}\\) is 10 and \\(\\beta_\\text{prior}\\) is 2. Or string interpolation within math: \\(\\BetaDist(10,2)\\)\nThis template defines a \\BetaDist TeX command which renders $\\BetaDist(1,2)$ as \\(\\BetaDist(1,2)\\).",
     "crumbs": [
       "Templates",
       "Assignment 2"
diff --git a/assignments/simple_template3.pdf b/assignments/simple_template3.pdf
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diff --git a/assignments/template2.html b/assignments/template2.html
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+++ b/assignments/template2.html
@@ -439,7 +439,7 @@ <h2 data-number="2.1" class="anchored" data-anchor-id="a"><span class="header-se
 <span id="cb5-4"><a href="#cb5-4"></a>posterior_beta <span class="ot">=</span> <span class="dv">10</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <p>You can do <a href="https://en.wikipedia.org/wiki/String_interpolation">string interpolation</a> using <a href="https://quarto.org/docs/computations/execution-options.html#knitr">R inline code execution in quarto</a> as such:</p>
-<p><span class="math inline">\(\alpha_\text{prior}\)</span> is <strong>2</strong> and <span class="math inline">\(\beta_\text{prior}\)</span> is <strong>10</strong>. Or string interpolation within math: <span class="math inline">\(\BetaDist(2,10)\)</span></p>
+<p><span class="math inline">\(\alpha_\text{prior}\)</span> is <strong>10</strong> and <span class="math inline">\(\beta_\text{prior}\)</span> is <strong>2</strong>. Or string interpolation within math: <span class="math inline">\(\BetaDist(10,2)\)</span></p>
 <p>This template defines a <code>\BetaDist</code> TeX command which renders <code>$\BetaDist(1,2)$</code> as <span class="math inline">\(\BetaDist(1,2)\)</span>.</p>
 </section>
 <section id="b" class="level2" data-number="2.2">
@@ -1099,8 +1099,8 @@ <h2 data-number="2.5" class="anchored" data-anchor-id="e"><span class="header-se
 <span id="cb10-110"><a href="#cb10-110"></a></span>
 <span id="cb10-111"><a href="#cb10-111"></a>You can do <span class="co">[</span><span class="ot">string interpolation</span><span class="co">](https://en.wikipedia.org/wiki/String_interpolation)</span> using <span class="co">[</span><span class="ot">R inline code execution in quarto</span><span class="co">](https://quarto.org/docs/computations/execution-options.html#knitr)</span> as such:</span>
 <span id="cb10-112"><a href="#cb10-112"></a></span>
-<span id="cb10-113"><a href="#cb10-113"></a>$\alpha_\text{prior}$ is **`r 2`** and $\beta_\text{prior}$ is **`r 10`**.</span>
-<span id="cb10-114"><a href="#cb10-114"></a>Or string interpolation within math: $\BetaDist(<span class="in">`r 2`</span>,<span class="in">`r 10`</span>)$</span>
+<span id="cb10-113"><a href="#cb10-113"></a>$\alpha_\text{prior}$ is **`r 10`** and $\beta_\text{prior}$ is **`r 2`**.</span>
+<span id="cb10-114"><a href="#cb10-114"></a>Or string interpolation within math: $\BetaDist(<span class="in">`r 10`</span>,<span class="in">`r 2`</span>)$</span>
 <span id="cb10-115"><a href="#cb10-115"></a></span>
 <span id="cb10-116"><a href="#cb10-116"></a>This template defines a <span class="in">`\BetaDist`</span> TeX command which renders <span class="in">`$\BetaDist(1,2)$`</span> as $\BetaDist(1,2)$.</span>
 <span id="cb10-117"><a href="#cb10-117"></a></span>
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--- a/assignments/template2.qmd
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@@ -100,8 +100,8 @@ posterior_beta = 10
 
 You can do [string interpolation](https://en.wikipedia.org/wiki/String_interpolation) using [R inline code execution in quarto](https://quarto.org/docs/computations/execution-options.html#knitr) as such:
 
-$\alpha_\text{prior}$ is **`r 2`** and $\beta_\text{prior}$ is **`r 10`**.
-Or string interpolation within math: $\BetaDist(`r 2`,`r 10`)$
+$\alpha_\text{prior}$ is **`r 10`** and $\beta_\text{prior}$ is **`r 2`**.
+Or string interpolation within math: $\BetaDist(`r 10`,`r 2`)$
 
 This template defines a `\BetaDist` TeX command which renders `$\BetaDist(1,2)$` as $\BetaDist(1,2)$.
 
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