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lgibson7/README.md

Hey there! I'm Lydia :)

I graduated with my Master's in Statistics from Cal State East Bay in May 2023, and I currently work at Intel as a Data Scientist. My interests include exploring the intricacies of data visualization, mainly using the R programming language, but I'm also learning Python and Tableau.

You can find me elsewhere at:

Select Projects

Practicality of Using Transformations in Multiple Linear Regression

GitHub Repo | Slide Presentation | Video Presentation

  • Final Project for STAT 694 Applied Research in Statistics & Biostatistics, California State University East Bay, Fall 2022
  • Compared the multiple linear regression (MLR) model with the inverse transformation dependent response variable to see how much prediction power is lost by not using a transformed response variable to fit a MLR model, and whether it is worth the inability to easily explain your model when using a transformed response variable.

Gender Wage Inequality in STEM

GitHub Repo | Slide Presentation | Video Presentation

  • Final Project for STAT 632 Linear and Logistic Regression, California State University East Bay, Spring 2022
  • Explored the data for STEM college majors to find associations that influence median wages and create a predictive model for median wages.

Select assignments for Stat 651 Data Visualization, California State University East Bay, Fall 2022

Pinned

  1. r4ds/bookclub-datavisr r4ds/bookclub-datavisr Public

    CSS 2 5

  2. r4ds/bookclub-ggplot2 r4ds/bookclub-ggplot2 Public

    ggplot2 Book Club

    CSS 2 11

  3. r4ds/bookclub-mshiny r4ds/bookclub-mshiny Public

    Mastering Shiny Book Club

    CSS 23 39

  4. r4ds/bookclub-r4ds r4ds/bookclub-r4ds Public

    R for Data Science Book Club

    CSS 13 32

  5. r4ds/bookclub-islp r4ds/bookclub-islp Public

    Jupyter Notebook 5

156 contributions in the last year

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Contribution activity

November 2023

Created 1 commit in 1 repository
Created 1 repository
1 contribution in private repositories Nov 27

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