Publications by YOUR NAME HERE
Project 1 Proposal Template with Floating TOC for 432 in Spring 2021
R Packages and Setup library(knitr); library(rmdformats) library(here); library(janitor); library(magrittr) library(rms); library(broom) # other packages as needed can go here library(tidyverse) 1 Data Source Details, details. 2 The Subjects 3 Loading and Tidying the Data 3.1 Loading the Raw Data Ingest your raw data here. 3.2 Cleaning...
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Project 1 Proposal Template with Read The Down for 432 in Spring 2021
Code Show All Code Hide All Code Real Title Goes Here Real Title Goes Here R Packages and Setup 1 Data Source 2 The Subjects 3 Loading and Tidying the Data 3.1 Loading the Raw Data 3.2 Cleaning the Data 3.3 Another Cleaning the Data subheading. 4 The Tidy Tibble 4.1 Listing the Tibble 4.2 Size and Identifiers 4.3 Saving the R data set 5 ...
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The lindner example (2021 version)
# Load packages library(broom) library(patchwork) library(cobalt) library(Matching) library(tableone) library(twang) library(janitor) library(here) library(magrittr) library(lme4) library(tidyverse) Note: we will also use the broom.mixed package, but we are not loading it as to prevent it conflicting with the functions of broom. If you...
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Toy Logistic Regression to demonstrate Exploding Coefficients
library(knitr) library(janitor) library(broom) library(tidyverse) Create a data set set.seed(123) outcome <- c(rep("Yes", 40), rep("No", 60)) predA <- rnorm(100, mean = 0, sd = 1) predB <- rbinom(100, 1, 0.3) predX <- c(rep("Low", 10), rep("Middle", 15), rep("High", 50), rep("Middle", 25)) temp_data <- tibble(outcome, predA...
3627 sym R (4482 sym/13 pcs) 3 tbl
Project 2 Template for 432 in Spring 2021
Code Show All Code Hide All Code Download Rmd Your Title (No more than 80 characters) goes here Your Title (No more than 80 characters) goes here Preliminaries 1 Background 2 Research Questions 3 My Data 3.1 Data Ingest 3.2 Tidying, Data Cleaning and Data Management 3.3 Missingness 3.4 Tidied Tibble 4 Code Book and Clean Data Summary 4.1...
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Toy NHANES Example for Project 2
1 Packages I’ll Use library(here) library(magrittr) library(janitor) library(haven) library(nhanesA) library(naniar) library(rsample) library(gtsummary) library(tidyverse) 2 Objective Suppose I wanted to include the following items in a data set, from both 2017-18 and 2015-16 NHANES. From the DEMO files: DEMO_J for 2017-18 and DEMO_I f...
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431 Fall 2021 Project B Study 1 Example Report
Code Show All Code Hide All Code 431 Project B Study 1 Example Report 431 Project B Study 1 Example Report Important Reminders from Dr. Love 1 Setup and Data Ingest 1.1 Initial Setup and Package Loads 1.2 Loading the Raw Data into R 1.3 Contents of the Raw Tibbles 1.4 Two Merging Steps 1.5 Checking the Merge 1.6 Selecting only the variable...
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Class 03 Demonstration Results
1 Setup We’re using R Markdown to gather together into a single document the code we build, text commenting on and reacting to that code, and the output of the analyses we build. 1.1 Load packages and set theme library(janitor) library(knitr) library(magrittr) library(tidyverse) theme_set(theme_bw()) Loading packages in R is like opening ...
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Getting Started with R (2021)
Links to the materials discussed here are found at https://github.com/THOMASELOVE/431-2021/blob/main/software/README.md This includes the R Markdown code, the downloadable PDF, the HTML produced by the R Markdown code, and the 431-first-r-template.Rmd file I’ve provided. 1 Purpose of this Document This is meant to walk you through the steps o...
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Project A proposal example for 431 in 2021
YOUR PROJECT A TITLE YOUR PROJECT A TITLE 0.1 Note to Students 1 Preliminaries 1.1 My R Packages 1.2 Data Ingest 2 Data Development 2.1 Selecting My Data 2.2 Repairing the fipscode and factoring the state 2.3 Creating Binary Categorical Variables 2.4 Creating Multi-Category Variables 2.5 Structure of My Tibble 3 Codebook 3.1 Proposal Requi...
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