Rob McCulloch Home Page

oh shit oh shit

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