<?xml version="1.0" encoding="utf-8" standalone="yes"?>
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom">
  <channel>
    <title>Dr. Stephen Hill</title>
    <link>/</link>
    <description>Recent content on Dr. Stephen Hill</description>
    <generator>Hugo -- gohugo.io</generator>
    <language>en</language>
    <copyright>Copyright Stephen Hill</copyright>
    <lastBuildDate>Wed, 06 Nov 2024 00:00:00 +0000</lastBuildDate><atom:link href="/index.xml" rel="self" type="application/rss+xml" />
    <item>
      <title>Netlify</title>
      <link>/collection/day02/01-netlify/</link>
      <pubDate>Sat, 02 Jan 2021 00:00:00 +0000</pubDate>
      
      <guid>/collection/day02/01-netlify/</guid>
      <description>So far, we&amp;rsquo;ve been leveraging GitHub Pages for publishing. This works great, but for blogdown we&amp;rsquo;ll start using Netlify. Let&amp;rsquo;s start RIGHT NOW with a site we&amp;rsquo;ve already built and published.
Pre-requisites     Pick either your postcards site, or your distill site from day 01. Refresh your memory- which repository was it again?</description>
    </item>
    
    <item>
      <title>A GitHub profile</title>
      <link>/collection/day01/01-github/</link>
      <pubDate>Fri, 01 Jan 2021 00:00:00 +0000</pubDate>
      
      <guid>/collection/day01/01-github/</guid>
      <description>Profile     https://docs.github.com/en/github/setting-up-and-managing-your-github-profile/personalizing-your-profile
Pin projects to profile     https://docs.github.com/en/github/setting-up-and-managing-your-github-profile/pinning-items-to-your-profile
Profile README     This is new! Let&amp;rsquo;s do it:
https://docs.github.com/en/github/setting-up-and-managing-your-github-profile/managing-your-profile-readme</description>
    </item>
    
    <item>
      <title>Prework</title>
      <link>/collection/prework/</link>
      <pubDate>Fri, 01 Jan 2021 00:00:00 +0000</pubDate>
      
      <guid>/collection/prework/</guid>
      <description>Welcome to the Introducing Yourself Online workshop! We look forward to meeting you. Before attending the workshop, please complete the following prework.
Set up RStudio Cloud     Sign up for a free RStudio Cloud account at https://rstudio.cloud/ before the workshop. I recommend logging in with an existing Google or GitHub account, if you have one (rather than creating a new account with another password you have to remember).</description>
    </item>
    
    <item>
      <title>A postcard</title>
      <link>/collection/day01/02-postcards/</link>
      <pubDate>Sat, 02 Jan 2021 00:00:00 +0000</pubDate>
      
      <guid>/collection/day01/02-postcards/</guid>
      <description>Pre-requisites     First, make sure you have the latest version of the postcards package installed from CRAN:
install.packages(&amp;quot;postcards&amp;quot;) Restart your R session. If you use RStudio, use the menu item Session &amp;gt; Restart R or the associated keyboard shortcut:
 Ctrl + Shift + F10 (Windows and Linux) or Command + Shift + F10 (Mac OS).  packageVersion(&amp;quot;postcards&amp;quot;) [1] ‘0.2.0’  Create GitHub repo     Online.</description>
    </item>
    
    <item>
      <title>Using blogdown</title>
      <link>/collection/day02/02-blogdown/</link>
      <pubDate>Fri, 01 Jan 2021 00:00:00 +0000</pubDate>
      
      <guid>/collection/day02/02-blogdown/</guid>
      <description>Pre-requisites     First, make sure you have the latest version of the blogdown package installed from CRAN:
install.packages(&amp;quot;blogdoown&amp;quot;) Restart your R session. If you use RStudio, use the menu item Session &amp;gt; Restart R or the associated keyboard shortcut:
 Ctrl + Shift + F10 (Windows and Linux) or Command + Shift + F10 (Mac OS).  packageVersion(&amp;quot;blogdown&amp;quot;) [1] ‘1.0’  Create GitHub repo     Online.</description>
    </item>
    
    <item>
      <title>A distill site</title>
      <link>/collection/day01/03-distill/</link>
      <pubDate>Sat, 02 Jan 2021 00:00:00 +0000</pubDate>
      
      <guid>/collection/day01/03-distill/</guid>
      <description>Pre-requisites     First, make sure you have the latest version of the distill package installed from CRAN:
install.packages(&amp;quot;distill&amp;quot;)  Restart your R session. If you use RStudio, use the menu item Session &amp;gt; Restart R or the associated keyboard shortcut:
 Ctrl + Shift + F10 (Windows and Linux) or Command + Shift + F10 (Mac OS).  &amp;lt;!-- --&amp;gt; packageVersion(&amp;quot;distill&amp;quot;) [1] ‘1.2’  Create GitHub repo     Online.</description>
    </item>
    
    <item>
      <title>Warm woolen mittens</title>
      <link>/collection/day02/03-blogdown/</link>
      <pubDate>Sat, 02 Jan 2021 00:00:00 +0000</pubDate>
      
      <guid>/collection/day02/03-blogdown/</guid>
      <description>Hi, I&#39;m the here-bot cat! Use me to find your way in your website.
Here I am: content/collection/day02/03-blogdown/index.md  To remove me, delete this line inside that file: {{&amp;lt; here &amp;gt;}}
My content section is: collection  My layout is: single-series   part 2!     does this work?      now for some very cool things     more     get ready!</description>
    </item>
    
    <item>
      <title>Blog posts coming soon!</title>
      <link>/blog/moving_newsletter/</link>
      <pubDate>Wed, 06 Nov 2024 00:00:00 +0000</pubDate>
      
      <guid>/blog/moving_newsletter/</guid>
      <description>I look forward to returning to adding content to this blog in the near future. In the meantime, check out these older blog posts (below).</description>
    </item>
    
    <item>
      <title>Getting Started with Generative AI in the Classroom</title>
      <link>/talk/samfordmini_aug_2024/</link>
      <pubDate>Fri, 23 Aug 2024 00:00:00 +0000</pubDate>
      
      <guid>/talk/samfordmini_aug_2024/</guid>
      <description></description>
    </item>
    
    <item>
      <title>Samford Courses</title>
      <link>/coursestraining/samford/</link>
      <pubDate>Wed, 19 Jul 2023 00:00:00 +0000</pubDate>
      
      <guid>/coursestraining/samford/</guid>
      <description>DATA 401 Advanced Data Analytics (Undergraduate) Students in this course will continue their exposure to data analytics by studying advanced statistical techniques and methods, managing and manipulating large data sets in order to produce actionable information, and communicating this information to interested parties.
DATA 444 Sports Analytics (Undergraduate) This course offers a comprehensive introduction to Sports Analytics, a rapidly evolving field that uses data analysis and computational algorithms to inform decision making in sports.</description>
    </item>
    
    <item>
      <title>International Teaching</title>
      <link>/coursestraining/global/</link>
      <pubDate>Tue, 18 Jul 2023 00:00:00 +0000</pubDate>
      
      <guid>/coursestraining/global/</guid>
      <description>As of July 2023, I have taught courses in China, Germany, the United Kingdom, Russia, and Peru.
IMB 515 Business Analytics (Graduate) An introduction to data driven decision making using descriptive, predictive and prescriptive Business Analytics approaches. Topics included are data visualization, predictive techniques, data mining, simulation, optimization models, and decision analysis.</description>
    </item>
    
    <item>
      <title>UNCW Courses</title>
      <link>/coursestraining/uncw/</link>
      <pubDate>Tue, 18 Jul 2023 00:00:00 +0000</pubDate>
      
      <guid>/coursestraining/uncw/</guid>
      <description>BAN 302 Predictive Analytics (Undergraduate) This course covers solving problems in the business environment by using predictive analytics techniques. Modeling techniques such as linear regression, logistic regression, classification and regression trees, neural networks, cluster analysis, and other advanced techniques will be covered. The focus of this class is hands-on learning of how to use these techniques to solve business problems using the appropriate software.
BAN 500 Descriptive Analytics (Graduate) This course covers statistical inference as applied to management decision making and focuses on building linear statistical models and developing skills for implementing statistical analysis in real situations.</description>
    </item>
    
    <item>
      <title>Simulating the 2022 World Cup Knockout Stage</title>
      <link>/blog/wc2022ko/</link>
      <pubDate>Sat, 03 Dec 2022 00:00:00 +0000</pubDate>
      
      <guid>/blog/wc2022ko/</guid>
      <description>(World Cup trophy Photo by Rhett Lewis on Unsplash)
A few weeks ago I had grand plans to create a simulation model for the entire 2022 World Cup from the Group Stage through to the Final. However, a bout of strep throat and some travel over the Thanksgiving Break took some time away from my model-building efforts. So, instead of building a simulation model for the whole tournament (the Group Stage is over by the time this blog post is being written), I&amp;rsquo;ve developed a model for the Knockout Stage.</description>
    </item>
    
    <item>
      <title>Betting Odds Implied 2022 World Cup Group Stage Results</title>
      <link>/blog/wc2022viz/</link>
      <pubDate>Fri, 04 Nov 2022 00:00:00 +0000</pubDate>
      
      <guid>/blog/wc2022viz/</guid>
      <description>The World Cup     The World Cup, the world&amp;rsquo;s most viewed sporting event is right around the corner. Normally held in the summer months, this year the World Cup is being played in from mid-November to mid-December to avoid the scorching summer heat in host country Qatar. The sports analytics community will doubtlessly turn its attention to the World Cup and you&amp;rsquo;re likely see many World Cups prediction/forecasting models pop up over the next few weeks.</description>
    </item>
    
    <item>
      <title>An Overview of In-Game Win Probability Models</title>
      <link>/talk/informs_oct_2022/</link>
      <pubDate>Mon, 17 Oct 2022 00:00:00 +0000</pubDate>
      
      <guid>/talk/informs_oct_2022/</guid>
      <description></description>
    </item>
    
    <item>
      <title>In-Game Win Probability Models</title>
      <link>/project/in_game_win_prob/</link>
      <pubDate>Fri, 07 Oct 2022 00:00:00 +0000</pubDate>
      
      <guid>/project/in_game_win_prob/</guid>
      <description>An in-game win probability uses the current &amp;ldquo;state&amp;rdquo; of a game/match to estimate the probability that a team will ultimately win the game/match. These types of models exist for a variety of sports.
I recently published an article on in-game win probability models for Canadian football in the &amp;ldquo;Journal of Business Analytics&amp;rdquo;. The article can be found online here: Article Link.
Literature
Below is a list of literature (organized by sport) related to in-game win probability models.</description>
    </item>
    
    <item>
      <title>The Graduate Admissions Process and Funding Opportunities in the STEM Disciplines</title>
      <link>/talk/edusa_sep_2022/</link>
      <pubDate>Wed, 21 Sep 2022 00:00:00 +0000</pubDate>
      
      <guid>/talk/edusa_sep_2022/</guid>
      <description></description>
    </item>
    
    <item>
      <title>In-Game Win Probability Models for Soccer</title>
      <link>/talk/informs_cors_jun_2022/</link>
      <pubDate>Sun, 05 Jun 2022 00:00:00 +0000</pubDate>
      
      <guid>/talk/informs_cors_jun_2022/</guid>
      <description></description>
    </item>
    
    <item>
      <title>A Logistic Regression Model with LASSO for the 2022 NCAA Tournament</title>
      <link>/blog/ncaa2022/</link>
      <pubDate>Tue, 15 Mar 2022 00:00:00 +0000</pubDate>
      
      <guid>/blog/ncaa2022/</guid>
      <description>One of the greatest sports weeks of the year, the first week of the NCAA basketball tournament, is upon us. From the unveiling of the bracket on Selection Sunday to the first games of the week, millions of Americans will scramble to fill out their tournament brackets for fun, fame, and (in some cases) prizes. For some, filling out a bracket is an annual ritual. Picks can be made &amp;ldquo;on a hunch&amp;rdquo;, after detailed study of the teams, or even based on the supposed ferocity of team mascots.</description>
    </item>
    
    <item>
      <title>Building Ridgeline Plots in R with the &#34;ggridges&#34; Package</title>
      <link>/blog/ridgelineplots/</link>
      <pubDate>Wed, 01 Dec 2021 00:00:00 +0000</pubDate>
      
      <guid>/blog/ridgelineplots/</guid>
      <description>In this blog post we&amp;rsquo;ll look at creating Ridgeline Plots in R. A Rigdeline Plot (sometimes referred to as a Joy Plot) is typically used to visualize a single quantitative variable across several categories. In our first example, we will look at how the distribution of daily maximum temperature in Lincoln, Nebraska (a quantitative variable) changes by month (categorical). The second example uses college football data from the &amp;ldquo;cfbfastR&amp;rdquo; package cfbfastR R Package.</description>
    </item>
    
    <item>
      <title>Travel</title>
      <link>/personal/travel/</link>
      <pubDate>Thu, 11 Nov 2021 00:00:00 +0000</pubDate>
      
      <guid>/personal/travel/</guid>
      <description>Countries Visited Map     As of August 2024, I have visited 57 countries.
 
This countries visited map was created in R with the &amp;ldquo;highcharter&amp;rdquo; package. The &amp;ldquo;webshot&amp;rdquo; package was used to convert the highcharter-produced HTML widget to a static JPG. Code for this map was modified from World map of visited countries in R.
Air Travel Map      
This air travel map (click on it to see a larger version) shows all of the international flights that I have been on.</description>
    </item>
    
    <item>
      <title>Becoming a Data Driven Organization</title>
      <link>/talk/ibsa_nov_2021/</link>
      <pubDate>Fri, 05 Nov 2021 00:00:00 +0000</pubDate>
      
      <guid>/talk/ibsa_nov_2021/</guid>
      <description></description>
    </item>
    
    <item>
      <title>In-Game Win Probability Models for Canadian Football</title>
      <link>/talk/informs_oct_2021/</link>
      <pubDate>Wed, 27 Oct 2021 00:00:00 +0000</pubDate>
      
      <guid>/talk/informs_oct_2021/</guid>
      <description></description>
    </item>
    
    <item>
      <title>Contact</title>
      <link>/contact/</link>
      <pubDate>Mon, 25 Feb 2019 13:38:41 -0600</pubDate>
      
      <guid>/contact/</guid>
      <description>** Contact page don&amp;rsquo;t contain a body, just the front matter above. See form.html in the layouts folder.
Formspree requires a (free) account and new form to be set up. The link is made on the final published url in the field: Restrict to Domain. It is possible to register up to 2 emails free and you can select which one you want the forms to go to within Formspree in the Settings tab.</description>
    </item>
    
    <item>
      <title>Typography Styles &amp; Element Examples</title>
      <link>/elements/</link>
      <pubDate>Mon, 18 Feb 2019 12:27:33 -0600</pubDate>
      
      <guid>/elements/</guid>
      <description>Font Sizes   A A A A A A A A   6rem
(96px) 5rem
(80px) 3rem
(48px) 2.25rem
(36px) 1.5rem
(24px) 1.25rem
(20px) 1rem
(16px) .875rem
(14px)     Type Samples Head&amp;shy;line Sub&amp;shy;head&amp;shy;line Level 1 Heading One page to rule them all...well, not really. This page displays sample typography and page elements to illustrate their style. Things like headings and paragraphs showing the beautiful type scale, form elements, tabular data, and image layouts just to name a few.</description>
    </item>
    
    <item>
      <title>Contributors</title>
      <link>/contributors/</link>
      <pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate>
      
      <guid>/contributors/</guid>
      <description>Listed below are contributors to the Hugo Apero project (not to the content of this site).
Thank you to all the folks who have contributed both technical and creative skills to this project:
   Desirée De Leon 🦒 (designed 5 of the custom color themes, made illustrations for the workshop, and provided general aesthetic feedback along the way)
   Garrick Aden-Buie 🧙‍♀️ (debugged headroom.js and lent his panelset.</description>
    </item>
    
    <item>
      <title>Illumined Analytics Courses and Trainings</title>
      <link>/coursestraining/profdev/</link>
      <pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate>
      
      <guid>/coursestraining/profdev/</guid>
      <description>To see my current professional development course offerings and resources, please visit Illumined Analytics.</description>
    </item>
    
    <item>
      <title>License</title>
      <link>/license/</link>
      <pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate>
      
      <guid>/license/</guid>
      <description>My blog posts are released under a Creative Commons Attribution-ShareAlike 4.0 International License.
  </description>
    </item>
    
  </channel>
</rss>
