Publications by Jesse
Jesse
About the Challenge Expo The Annual Data Challenge Expo is jointly sponsored by three American Statistical Association (ASA) Sections – Statistical Computing, Statistical Graphics, and Government Statistics. Data The atmos data set resides in the nasaweather package of the R programming language. It contains a collection of atmospheric varia...
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10/17/2024 Class Exercise
Section 1 mpg which shows the Miles/(US) gallon cyl shows the number of cylinders of an engine disp shows engine displacement (cu.in.) hp shows Gross horsepower drat shows Rear axle ratio wt shows Weight (1000 lbs) qsec is the 1/4 mile time vs is the type Engine (0 = V-shaped, 1 = straight) am type of Transmission (0 = automatic, 1 = manual) gea...
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AppendixB
Libraries used library(readxl) ## For reading Excel files in R library(dplyr) ## Mutating variables + more library(kableExtra) ## For making tables library(ggplot2) ## For making plots library(tidyverse) ## For making tables library(lme4) ## For fitting LMM library(lmerTest) library(cowplot) ## For making plots to check LMM assumptions Data...
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Group 2 Labs 07 - Mixed effects: random intercept
Exercise 1 Question: Create a table1 and use GGally::ggpairs to explore your data. conirostris(N=185) difficilis(N=102) fortis(N=510) fuliginosa(N=318) magnirostris(N=90) scandens(N=229) Beak height (mm) Mean (SD) 14.9 (1.63) 8.17 (0.494) 12.3 (1.29) 8.00 (0.508) 19.9 (1.83) 9.56 (0.584) Median [Min, Max] 15.0 [10.5, 18.7] 8.10 [7.10, 9.70] 12....
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Lab 03 - Medical Statistics
The full assignment for this lab can be found here In this lab, you will assume that \(\pi=62\%\) is the very true population proportion. In reality, we cannot observe this value, but for the purpose of this lab we will create this hypothetical population. We will then sample our data from our hypothetical population, exploring how samples vary fro...
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Lab 02
In this lab we explore flights, specifically a random sample of domestic flights that departed from the three major New York City airports in 2013. We will generate simple graphical and numerical summaries of data on these flights and explore delay times. You can find the instructions for this lab here # 1. load the library "tidyverse" library(tidy...
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Who Had the Best Fantasy Football Season Ever?
Who had the best fantasy football season ever? Well like most “best ever” lists, the real answer is… it depends. The results you get depend on how you define “best” and how you slice and dice the data. Want to claim James Brim is the best WR of all-time? We can do that… I mean come on if only he played a few more games.Before we star...
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Visualizing the Fragile State Index 2016
Every year the Fund For Peace produces the Fragile State Index, a list that scores each nation across 12 social, economic, and political dimensions with the sum of these scores being a total measure of that nations vulnerability to collapse. While the most fragile nations tend to always have high (bad) scores across all dimensions, this isn’t a...
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Fantasy Value So Far This Year: ADP vs VOR
Since I am already knocked out of the playoffs (our league playoffs start in week 12), I thought it would be interesting to see which players ended up being the best and worst values of this years draft. It’s only week 13 so these numbers will change by the end of the season and I will update the final results after week 17. Draft Value (aka yo...
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End of Season Fantasy Round Up: Draft Values, Busts, and Best Free Agents of the 2016 Season
A few weeks back I posted an article looking at the biggest values of the 2016 fantasy season through week 13. Now that the season is over, let’s rerun the analysis and see what happens.The methodology is the same as before. Simply taking the ratio of the average draft position (ADP) to the player’s Value Over Replacement (VOR) ranking. The ...
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