Publications by Bonnie Cooper
Bayesian Modeling with RJAGS
Introduction to Bayesian Modeling Bayesian Models and Markov Chains Bayesian Inference & Prediction Multivariate & Generalized Linear Models Bayesian Modeling with RJAGS DataCamp: Statistics with R Bonnie Cooper library( dplyr ) library( ggplot2 ) library( gridExtra ) library( tidyr ) library( broom ) library( tidyverse ) library( ggridges ) ...
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Sabertrics inspired multiple linear regression
AUTHORSHIP Critical Thinking Group 1: Angel Claudio, Bonnie Cooper, Manolis Manoli, Magnus Skonberg, Christian Thieme and Leo Yi BACKGROUND On Sabermetrics Statistics have played a role in quantifying baseball since Henry Chadwick introduced the box score in 1858. The box score was adopted from cricket scorecards and introduced metrics ...
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Imputation with simputation & filling in the gaps
Finding missing values with naniar imputation with simputation Missing Values Visualization & Imputation in R Discussion Week 5 DATA621 Bonnie Cooper Instead of explicitly coding the visualization of missing values and their imputation as is done in the LMR text. Here I use the dataset from the book to walk through similar visualization & mod...
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Performance of 2-Way Classifiers
intro Applied Predictive Modeling Measuring Performance in Classification Models intro In some applications, we would like to know the predicted class probabilities which we can then use for other calculations (e.g. Bayesian inference). this demo will walk through a few visualization tools to measure the performance of classification models, i...
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Extending the Linear Model with R
Binomial Data Extending the Linear Model with R by Julian Faraway notes by Bonnie Cooper The following are notes from readings in ‘Extending the Linear Model with R’ by Julian Faraway for the course DATA621, ‘Business Analystics and Data Mining’ as part of the Masters of Science in Data Science program at CUNY SPS. R Libraries Used: l...
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Building web apps with shiny in R
Reactive Programming R Shiny building web application with Shiny in R Bonnie Cooper library( DiagrammeR ) library( shiny ) library( plotly ) library( babynames ) library( shinythemes ) library( gapminder ) library( dplyr ) Introduction to Shiny apps in R What is a web app? Updates based on user input/interaction Made up of UI & server How d...
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Foundations of UX Design
WK1 Into 2 UX Design WK2 UX Design: terms, tools & frameworks WK3 Design Sprints WK4 Design Portfolios Google User Experience (UX) Design Foundations of User Experience Design notes along my way - Bonnie Cooper 2021-04-15 UX designers focus on the experience that users have while interacting with products. UX design helps product developmen...
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UX Design Process: Empathize, Define, and Ideate
Portfolio Project 1 WK1 Integrating Research into the Design Process WK2 Empathizing with Users and Defining Pain Points WK3 Creating User Stories and User Journey Maps WK4 Defining User Problems WK5 Ideating Design Solutions Google User Experience (UX) Design UX Design Process: Empathize, Define, and Ideate notes along my way - Bonnie Cooper ...
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Spectral Tuning of LGN Responses
Spectral Tuning of Lateral Geniculate Nucleus Neural Responses loess smoothing to find peak spectral sensitivity Bonnie Cooper Outer Plexiform Layer of the retina: where the ganglion cells call home - Kaplan, Lee, Shapley (1990) Spectral Tuning In a previous post, we looked at the differences between retinal ganglion cells (RGCs). We e...
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Dark Adaptation
Demonstrating Piecewise Regression with Classic Dark Adaptation Data Bonnie Cooper, PhD sketch of retinal circuitry by Ramon y Cajal Dark Adaptation Imagine that you are at a movie theater watching Lord of the Rings. LotR is a very long film, so you have to step out briefly for a break. When you return to the theater to find your seat a...
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