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Browsing by Author "Zeng, Peng"

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Statistical Inference for High-Dimensional Regularized Huber Regression 

Aroh, Tagbo (2023-04-18)
With the rapid advancement of technology, the amount of available data for extracting interesting insights and meaningful patterns has grown exponentially, resulting in a significant increase in the dimensionality of ...

Studies on Expenditure, Prices, and Value of Disease-Modifying Antirheumatic Drugs 

Poudel, Nabin (2023-08-02)  ETD File Embargoed
Objectives: To determine the expenditure of rheumatoid arthritis (RA) and price changes, and to elicit the preference-based value of disease-modifying antirheumatic drugs (DMARDs). Methods: First, Medical Expenditure ...

THEORY OF HIGH-DIMENSIONAL ℓ1-PENALIZED LOGISTIC REGRESSION 

Otubo, Emmanuel (2023-08-04)
n the setting where sample size n is sufficiently large relative to the number of features p, a classical result is that fitting a logistic model by means of maximum likelihood produces estimates that are approximately ...

Three Essays on the Valuation of Natural Resources in Recreation and Tourism 

Majumdar, Suman (2011-04-29)
This dissertation examines the demand behavior of recreational participants, their preference for resource attributes and their valuations of nature-based outdoor activities and related natural resources. The results are ...