Publications by YOUR NAME HERE
Exploring Your Favorite Movies (2020 and 2021)
Exploring your favorite movies Thomas E. Love 2021-09-21 Note: This document is published to https://rpubs.com/TELOVE/movies-eda-1 Setup ## Normally, I would not include this chunk of code ## in a final report library(knitr) library(rmdformats) ## Global options options(max.print="75") opts_chunk$set(comment=NA) opts_knit$set(width=75)...
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States, Counties and Population Example
1 Goals and Objectives 1.1 Three Research Questions Among counties ranked in the 2021 County Health Rankings data, what is the nature of the association between the number of counties in a state, and the state’s population? Which states have larger populations than we’d expect, based on their number of counties? Which states have smaller po...
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Sample Project A Analyses with dm1
Important Note This is a very quick example. I’m showing the minimum standard, not what we’re hoping you will be able to do. But I want to increase the chances that you’ll meet the minimum standard for a B on this part of the project. Setup library(broom) library(tidyverse) ── Attaching packages ─────────────�...
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Example Report for 431 Project B Study 2 in Fall 2021
Code Show All Code Hide All Code 431 Project B Study 2 Example Report 431 Project B Study 2 Example Report Important Reminders from Dr. Love 1 Setup and Data Ingest 1.1 Initial Setup and Package Loads in R 1.2 Loading the Raw Data into R 2 Cleaning the Data 2.1 Merging the Data 2.2 The Raw Data 2.3 Which variables should be included in t...
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dm2200 example for PQHS/CRSP 500 at CWRU
1 Setup This document demonstrates multiple matching strategies incorporating the propensity score, including the assessment of covariate balance before and after matching. We focus on binary and quantitative outcomes in a (simulated) electronic health records data setting. It uses the cobalt package extensively. See the Key References section at...
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Toy example for PQHS/CRSP 500 at CWRU
1 Setup library(knitr) opts_chunk$set(comment = NA, message = FALSE, warning = FALSE) options(max.print="250") opts_knit$set(width=75) library(skimr) library(tableone) library(broom) library(Epi) library(survival) library(Matching) library(cobalt) library(lme4) library(twang) library(survey) library(...
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Project B template for 432 in Spring 2022
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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Right Heart Catheterization and Propensity Methods for PQHS/CRSP 500 at CWRU
1 Preliminaries 1.1 Study Background This example is based on the Right Heart Catheterization data set available at Vanderbilt University and described here. The key reference is Connors AF et al. 1996 The effectiveness of RHC in the initial care of critically ill patients. JAMA 276: 889-897. Connors et al. used a logistic regression model to ...
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NHANES Toy Data Cleaning Example for 432 Project B
Important Note This is just the data cleaning work, and the creation of a codebook and summary of the data. Use the Project B template for a more complete discussion of what you need to do in the Project. 1 Packages I’ll Use library(here) library(magrittr) library(janitor) library(haven) library(nhanesA) library(naniar) library(rsample) ...
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