klinares
Kevin Linares
Recently Published
Mixture Model Results
GSS-2018 survey data, Abortion attitudes question. Items recoded as NA=1, other = 0. Model = bayes LCA using stan.
Bayesian Modeling with Rjags
Course notes and code for Bayesian Modeling with Rjags from datacamp.com
Bayesian Regression Modeling with Rstanarm
Notes from Bayesian Regression Modeling with Rstanarm in Datacamp.com
Fundamentals of Bayesian Data Analysis in R
Course from datacamp.
Statistical Modeling in R
Course notes with r code from statistical modeling I & II from data camp.
Doing Bayesian Data Analysis ch-8
Walk through of the chapter.
Example of using bayes rule
updating prior from posterior.
Bayesian statistics Duke Univ.
Notes from coursera.org.
R programming notes
Programming notes from R workshop
HW5 socy 602
Linear OLS regression using indicators and estimating predicted values using the lsmeans package in r.
Dummy variables and interactions
testing dummy variables and interactions between factors, factor*numerical, and numerical*numerical known as simple slopes and intercepts.
Descriptive analysis
Descriptives for UIUC HCD-594 course spring 2015
Probability Theory & Distributions UIUC - HCD - 594
Lecture on intro to probability theory and distributions. Some slides omitted from actuall lecture.
CESD-BMI manuscript
Depressive symptoms and bmi descriptives for depression paper.
Descriptives for Depression Paper
Descriptive analysis and exploratory visual analysis for Depressive Symptoms, Weight Status, and Life style Factors manuscript for UpAmigos Data.