Jeffrey Strickland, Ph.D.'s repositories
crime_analysis
Crime analysis of the City of Atlanta using clustering and the Leaflet package.
Data
Publically avialble data found in my courses and books
datasharing
The Leek group guide to data sharing
DES-using-ExtendSim
Models accompaning the book Discrete Event Simulation using ExtendSim 10.
Developing_Data_Products
Developing Data Products - Coursera Data Science Specialzation Course
eda1
Explore Simpson's paradox
EPA_emissions
Examoines the total emissions from PM2.5 in the Baltimore City, Maryland (fips == “24510”) from 1999 to 2008. Uses the base plotting system to make a plot answering this question.
Explorartory_Data_Analysis
Plotting Assignment 1 for Exploratory Data Analysis
freeciv
Directory for modpacs, graphics, specfiles, tilesets, rulesets, etc.
GLM
Interpreting generalized linear models (GLM) obtained through ```glm``` is similar to interpreting conventional linear models. Here, we will discuss the differences that need to be considered.
hospital_rankings
U.S. Department of Health and Human Services administers the website Hospital Compare web site (http://hospitalcompare.hhs.gov). The purpose of the web site is to provide data and information regarding the quality of care at over 4,000 Medicare-certified hospitals in the U.S. AS such, the datasets for this assignment covers all major U.S. hospitals.
inferential_stats
The Central Limit Theorem and Tooth Growth
jupyter
Jupyter notebook files for "Python for New Data Scientists"
linear_regression
Understand the relationship between a set of variables and miles per gallon (MPG) using mtcars.
Machine_Learning_Project
Practical Machine Learning
orbits
Code files acccompanyiung Orbital Machanics Fundamentals
R_Handbook_Project
Data and Code supporting my new book, R Handbook for Data Scientists.
random_forest
Explore random_rorest features
Regression_totum_modum
Markdown and data files for my book, "Regression totum modum".
RepData_Project1
Peer Assessment 1 for Reproducible Research
RepData_Project2
Second project for Reproducible Research
sample_size
Determine sample size and power
Time-Series
Code for the book "Time Series Analysis & Forecasting" Using Python & R"