Mark, Tyler
- UKY CCS RCD
AG, Economics
List of Projects, Use, etc.
I will likely use the cluster for the following projects using the following methodology. As this research is ongoing, methods and applications may be altered, abandoned or expanded upon:
Estimating Heterogeneous Corn Supply Response to Price
Methods:
Logit/Probit, Multinomial Logit
CART, Bagging, Boosting/Gradient Boosting
Wild score bootstrapping
Personnel:
Dr. Nicholas J. Pates (PI)
Dr. Nathan P. Hendricks (Kansas State University) (Co-PI)
Plants Supplanting Plants: A Study of Cropland Transition from Local Ethanol Plant Construction
Methods:
Propensity score matching (PSM)
Dierence-in-dierences (DID)1
Combination Methods (PSM-DID)
Strategy Shift Analysis
Personnel:
Dr. Nicholas J. Pates (PI)
Dr. Nathan P. Hendricks (Kansas State University) (CO-PI)
Dr. Tyler Lark (University of Wisconsin Madison) (CO-PI)
Estimating the Yield Impact and Memory of Crop Rotations Across the Contiguous United States
Methods:
OLS/Linear Regression Designs
Double-selection LASSO
Personnel:
Dr. Nicholas J. Pates (PI)
Dr. Nathan P. Hendricks (Kansas State University) (CO-PI)
An Analysis in Agricultural Land Valuation
Methods:
Logit/Probit, Multinomial Logit
Multi-Level Modeling
Bootstrapping
CART, Bagging, Boosting/Gradient Boosting
Propagation-Separation Approach
Personnel:
Dr. Tyler Mark (University of Kentucky) (PI)
Dr. Barry Barnett (University of Kentucky) (CO-PI)
Dr. Nicholas J. Pates (CO-PI)
Dr. Mathias Ritter (Visiting Scholar (Humboldt University { Germany))
GwanSeon Kim (PhD. Student)
Software
R
Center for Computational Sciences