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\[\begin{align*} \textsf{\textcopyright} \end{align*}\] *** Introduction This project involves designing and implementing an R package prototype to perform Multivariate Analysis of Variance (MANOVA). The package aims to provide easy-to-use tools for hypothesis testing with multiple dependent variables while leveraging complex matrix opera...
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Document
\[\begin{align*} \textsf{\textcopyright} \end{align*}\] *** Introduction This project involves designing and implementing an R package prototype to perform Multivariate Analysis of Variance (MANOVA). The package aims to provide easy-to-use tools for hypothesis testing with multiple dependent variables while leveraging complex matrix opera...
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shiny
jbvf reem 2024-12-17 Introduction The Shiny package in R is a powerful tool for building interactive web applications directly from R. It is particularly useful for data visualization and exploration, allowing users to perform real-time data analysis through a user-friendly interface. Below is an overview of how Shiny works and an example o...
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Shiny Package Exploration Reem 2024-12-09 ##Introduction In this exercise, we will explore the shiny package, create a basic Shiny app, and extend its functionality. Outputs are explicitly included to ensure visibility during each step. ##Step 1: Package Discovery and Installation ###Installing and Loading the Package # Install shiny (if not...
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Document
Shiny Package Exploration Reem 2024-12-09 Introduction In this exercise, we will explore the functionality of the shiny package, create a simple Shiny application, and extend its functionality with a custom utility function. shiny is a framework for building interactive web applications in R. ##Step1:Installing and Loading the Package # Ins...
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caret Package Exploration Reem 2024-12-09 ##Introduction In this exercise, we will explore the caret package, create a machine learning model using its functions, and extend its functionality with a custom function for evaluating model performance. caret is widely used in R for streamlining the process of building and evaluating machine lea...
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Document
Untitled 1 2024-12-09 R Markdown This is an R Markdown presentation. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com. When you click the Knit button a document will be generated that includes both content as well as the output of any ...
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test
summary(iris) ## Sepal.Length Sepal.Width Petal.Length Petal.Width ## Min. :4.300 Min. :2.000 Min. :1.000 Min. :0.100 ## 1st Qu.:5.100 1st Qu.:2.800 1st Qu.:1.600 1st Qu.:0.300 ## Median :5.800 Median :3.000 Median :4.350 Median :1.300 ## Mean :5.843 Mean :3.057 Mean :3.758 Mean :...
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Document
R Markdown This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com. When you click the Knit button a document will be generated that includes both content as well as the output of any embedded R code chunks within...
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Best time to sign a lease for student housing at UMD
R Markdown This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com. When you click the Knit button a document will be generated that includes both content as well as the output of any embedded R code chunks within...
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