Research

Estimation and Testing for Partially Linear Single-Index Models
Annals of Statistics, 2010

In partially linear single-index models, Professor Chih-Ling Tsai and co-authors Hua Liang and Xiang Liu from the University of Rochester and Runze Li from Pennsylvania State University obtain the semiparametrically efficient profile least-squares estimators of regression coefficients. The authors also employ the smoothly clipped absolute deviation penalty (SCAD) approach to simultaneously select variables and estimate regression coefficients. The study shows that the resulting SCAD estimators are consistent and possess the oracle property.

Subsequently, the authors demonstrate that a proposed tuning parameter selector, BIC, identifies the true model consistently. Finally, they develop a linear hypothesis test for the parametric coefficients and a goodness-of-fit test for the nonparametric component, respectively. Monte Carlo studies are also presented.

Commands

Twitter Feed

Loading tweets...

News Release

UC Davis Graduate School of Management partners with Lawrence Livermore and Sandia National Labs to drive technologies from lab to market

Image of UC Davis Graduate School of Management partners with Lawrence Livermore and Sandia National Labs to drive technologies from lab to market

(Davis, Calif.) – With a joint goal of speeding the transfer of new technologies from the laboratory to the commercial marketplace, the UC Davis Graduate School of Management, Lawrence Livermore National Laboratory and Sandia National Laboratories have announced a new partnership for researchers to develop their entrepreneurial skills.

Spotlight Story

Vickie Sherman MBA 13 Finds Her Passion, Her Career—and Herself

Image of Vickie Sherman MBA 13 Finds Her Passion, Her Career—and Herself

What opportunities, decisions, events have shaped your professional life?

My career path has been a climb across a jungle gym rather than a tangent up a corporate ladder. As a child, I used to thumb through the three-inch JCPenney catalogue, picking out the professional women who I would grow to be. I wanted to rule the world from a corner office in a suit and heels. I wanted to shed my humble origins and become Corporate Barbie.

Spotlight Story

MBA Student Consultants Make an IMPACT
Projects Put Business Needs Front and Center

Image of MBA Student Consultants Make an IMPACT

Agilent Technologies’ Electronic Measurement Group is a $3.6 billion business that over the past decade has seen a dramatic shift in its customer base from U.S., and Western European customers to predominantly Asia-based customers. Today, the majority of the division’s revenues are generated outside of the U.S., with an increasing concentration in China.

Spotlight Story

UC Davis Part-Time MBA in Top 8%, Full-Time MBA in Top 9%
U.S. News & World Report’s latest rankings: This marks the 19th consecutive year our MBA program has been ranked among the best in the nation.

Image of  UC Davis Part-Time MBA in Top 8%, Full-Time MBA in Top 9%

(Davis, CA) — The UC Davis Graduate School of Management’s full-time MBA program has been ranked among the top six percent of AACSB International-accredited programs nationwide, according to U.S. News & World Report’s latest graduate business school rankings released today.