## Accessing Public Baseball Data in Julia

Interoperability is the name of the game

This week I attended the Pheno conference in Pittsburgh, PA. This conference is one primarily oriented for theorists to come together and discuss various ideas in particle phenomenology, theory, as well as contributions from astrophysics and cosmology. Each morning started with plenary sessions, covering interesting subjects, then in the afternoon they broke up into many different parallel sessions, where primarily students and postdocs got to show a lot of work.

My talk was from the experimental side, where I covered ATLAS searches for VH/HH resonances. Since the Higgs field is responsible for mass, the quanta of it, the Higgs boson, interacts all massive particles. In the search for new particles (which are observed as resonances) beyond the Standard Model (BSM), this feature of the Higgs boson makes it an interesting tool.

In this talk, I summarize ongoing searches for new particles that may decay to either two Higgs bosons (HH) or a Higgs boson and a either a W or Z boson, generically called vector bosons (VH). There are 2 major VH searches presented, one where the vector boson decays to leptons (like electrons), and one where the vector boson decays into a pair of quarks. I present these searches, and the combined exclusion limits for the two, where we’ve ruled out resonances below about 3 TeV for a model known as Heavy Vector Triplets (HVT). The HVT model is a BSM model that extends the SM by adding heavier versions of the W and Z bosons which are spin-1 particles.

For di-Higgs searches, I present the three predominant channels, bbbb, bbtt, and 𝛾𝛾bb (which I directly work on), as well as the newly published combination of the two from last fall. From those searches, limits are set on the Two-Higgs Doublet Model, which extends the SM by adding a heavier Higgs, 2 charged Higgs, and a pseudoscalar. The particle that we set limits on are the heavier Higgs, excluding between 260-462 GeV for this spin-0 particle. Additionally, we look at the Randall-Sundrum model, a warped extra dimensions model that addresses the hierarchy problem, introducing a spin-2 Kaluza-Klein graviton, which we set limits on.

The full slide deck can be found here.

Interoperability is the name of the game

I got a job!

Revisiting some old work, and handling some heteroscadasticity

Using a Bayesian GLM in order to see if a lack of fans translates to a lack of home-field advantage

An analytical solution plus some plots in R (yes, you read that right, R)

okay… I made a small mistake

Creating a practical application for the hit classifier (along with some reflections on the model development)

Diving into resampling to sort out a very imbalanced class problem

Or, ‘how I learned the word pneumonoultramicroscopicsilicovolcanoconiosis’

Amping up the hit outcome model with feature engineering and hyperparameter optimization

Can we classify the outcome of a baseball hit based on the hit kinematics?

A summary of my experience applying to work in MLB Front Offices over the 2019-2020 offseason

Busting out the trusty random number generator

Perhaps we’re being a bit hyperbolic

Revisiting more fake-baseball for 538

A deep-dive into Lance Lynn’s recent dominance

Fresh-off-the-press Higgs results!

How do theoretical players stack up against Joe Dimaggio?

I went to Pittsburgh to talk Higgs

If baseball isn’t random enough, let’s make it into a dice game

Or: how to summarize a PhD’s worth of work in 8 minutes

Double the Higgs, double the fun!

A data-driven summary of the 2018 Reddit /r/Baseball Trade Deadline Game

A 2017 player analysis of Tommy Pham