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Ken Wood

Recently Published

Exploring the CO2 Dataset
Coding Temple R-Programming Challenge Exercise
Coding Temple - R Programming - Guided Demo
Hierarchical Mixture Models & Likelihoods
Hierarchical Mixture Models & Likelihoods
Bayesian Zero-Inflated Mixture Modes
Bayesian Mixture Model Examples
Data Analysis Project - Bayesian Statistics V2
Bayesian Mixture Models - Basic Definitions
Data Analysis Project - Bayesian Statistics
Hierarchical Modeling using Bayesian Methods
Poisson Regression using Bayesian Methods
Logistic Regression using Bayesian Methods
ANOVA - Bayesian Methods
Linear Regression Quizes
Linear Regression using Bayesian Methods
Gibbs Sampling
Introduction to JAGS
Metropolis-Hastings Algorithm
Monte Carlo Simulation of Bayesian Models
Bayesian Statistics - Linear Regression
Normal Distribution Assessment
Exponential Distribution Analysis
Poisson Distribution Assessment
Bernoulli-Binomial Distribution Analysis
Bayesian Statistics Lesson 7 Assessment
Practical Time Series Analysis - Week 5 Labs
Practical Time Series Analysis - Week 6 Labs
Practical Time Series Analysis - Week 1 Labs
Practical Time Series Analysis - Week 2 Labs
Practical Time Series Analysis - Week 4 Labs
Statistics with R Capstone Peer Review II
Statistics with R Capstone Lab III - Out of Sample Prediction
Statistics with R Capstone Lab II - Model Selection & Evaluation
Statistics with R Capstone Peer Review I
Statistics with R Capstone Lab I - Exploratory Data Analysis (EDA)
Modeling and Prediction for Movies Using Bayesian Regression
Bayesian Statistics - Data Analysis Project Rubric
Bayes Regression
Bayesian Inference Lab
Bayesian Statistics - Week 2 Practice Quiz
Bayesian Statistics - Week 2 Practice Quiz
Bayesian Statistics - Credible Interval
Posterior Probabilities
Modeling and Prediction for Movies
Multiple Linear Regression
Intro to Linear Regression
Statistical Inference with GSS Data
Inference for Categorical Data
Statistical Inference for Numerical Data
Foundations for inference - Confidence intervals
Intro to Probability & Data in R: Data Analysis Project
Intro to Probability & Data in R: Data Analysis Project
Intro to R and RStudio
Data Science Capstone in R - Shiny App Presentation
Data Science Capstone in R - Week 3 N-gram Generator
Data Science Capstone in R - Week 2 Milestone Report Using Quanteda
Data Science Capstone in R - Week 3 Quiz
Katz Backoff Prediction Model - Week 3
Katz Backoff Example
Data Science Capstone in R - Week 2 Analysis Alternate
R Programming - Week 4 Assignment
R Programming - Week 3 Assignment
R Programming - Week 2 Assignment
Exploratory Data Analysis in R - Week 4 Assignment
Getting and Cleaning Data in R - Course Project
Getting and Cleaning Data in R - Code Book Project
Getting and Cleaning Data in R - Week 3 Quiz
Getting and Cleaning Data in R - Week 2 Quiz
Statistical Inference in R - Week 4 Quiz
Statistical Inference in R Course Project - Part 2
Statistical Inference in R Course Project - Part 1
Reproducible Research in R - Week 4 Assignment
Reproducible Research in R - Week 2 Assignment
Regression Models - Course Project
Regression Models in R: Week 4 Quiz
Developing Data Products in R - Week 3 Project
Developing Data Products in R - Week 2 Project
Practical Machine Learning in R - Quiz 4
Practical Machine Learning in R - Quiz 3
Practical Machine Learning in R - Quiz 2
Practical Machine Learning in R - Course Project
Data Science Capstone in R - Week 1 Quiz
Data Science Capstone in R - Week 2 Analysis