Rob McCulloch Home Page
first surf at Abiquiu
Abiquiu at 600
back deck roll
Fitting the fit, variable selection using surrogate models and decision analysis
paper, a pdf file
R package: nonlinvarsel_0.0.1.9001.tar.gz
A simple way to install:
> install.packages('foreach', dep = T)
> url <- 'http://www.rob-mcculloch.org/chm/nonlinvarsel_0.0.1.9001.tar.gz'
> download.file(url, destfile = 'temp')
> install.packages('temp', repos = NULL, type='source')
Or, if you want to download the tar.gz file to your working directory explicity:
First make sure you have the R package foreach installed e.g.
> install.packages("foreach")
Then,
> install.packages("nonlinvarsel_0.0.1.9001.tar.gz", repos = NULL, type="source")
where the tar.gz file is in your working directory.
Simple R script for cars example
Rob talk at insper, September, 2020
poisson-gamma notes
Monotonic Discovery, University of Wisconsin, October 11, 2019
Searching for Dusty Corners, Chicago, October 4, 2019
Virginia Tech, May 24, 2019, DPMBART
BART For ASU Machine Learning Day
Fully Nonparametric BART, ASU West Campus, March 21, 2019
Fully Nonparametric BART, SMU, April 5
contact info:
Robert McCulloch
Professor of Statistics
School of Mathematical and Statistical Sciences
Arizona State University
901 South Palm Walk
Wexler Hall, 528
Tempe, AZ 85281-1804
email: Robert.Mcculloch at asu.edu
web: www.rob-mcculloch.org
BART R Package
Tutorial on basic use of BART R package
BART Tutorial, Medical College of Wisconsin, 9-30-2017
rbart R Package
Vignette pdf for rbart R package
Vignette source Rmd for rbart R package
Teaching:
Business Statistics 41000
Machine Learning
Computational Statistics
XP Stats, Fall 2017
Data Sets
Comparing R and Python
R Information
Python Information
Some Recent Talks:
Monotonic Discovery, Arizona, October 31, 2018
Monotonic Discovery, Northern Arizona, October 23, 2018
Ruey Tsay's talk
ASU, October 5, 2018
Multidimensional Monotonicity Discovery
with mBART, Statistics Day at Cornell, September 7 2018, Honoring Ed George
Monotone Bart and Monotone Discovery,
Los Alamos, July 25, 2018
Variable Selection for Mean and Volatility,
Joint Research Conference, Santa Fe, June 2018.
Fully Nonparametric BART,
Dale Poirier Conference, Irvine, June 2018.
A Study into Mechanisms of Attitudinal
Scale Conversion: A Randomized
Stochastic Ordering Approach, SBIES, May 24, 2018
The Remarkable Flexibility of BART, University of Arizona, May 24, 2018
RTG 2018 CHM: Nonlinear Variable Selectioin
Variable Selection, Irvine, March 1, 2018
OBayes 17
A General Approach to Variable Selection in
Nonlinear Models , University of Pennsylvania, September 2017.
Residuals and Influence in Bayesian
Ensemble Models, Joint Statistical Meetings, August 2017.
SBIES 2017 HeterBART,
2017 Seminar on Bayesian Inference in Econometrics and Statistics
Research:
Curriculum Vitae
Some papers and talks