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RETAIL ENERGY FORECASTING
Title
RETAIL ENERGY FORECASTING
Author
XIE, JINGRUI
Date Created
2015
Subjects--Topical
Power resources
Description
Deregulation of the electric power industry has created both wholesale markets and retail markets. Most load forecasting studies in the literature are on the wholesale side. Minimal research efforts have been devoted to tackling the challenges on ...
CUSTOMER ATTRITION MODELING AND FORECASTING
Title
CUSTOMER ATTRITION MODELING AND FORECASTING
Author
Xu, Zehan
Date Created
2019
Subjects--Topical
Statistics
Description
Customer relationship management has shown its critical role in the success of a company in today’s increasingly competitive service industry. While modern machine learning techniques are widely adopted due to their advantages in working with exte...
Estimation of Semivarying Coefficient Models for Counting Processes with Applications
Title
Estimation of Semivarying Coefficient Models for Counting Processes with Applications
Author
Deng, Liqiu
Date Created
2019
Subjects--Topical
Mathematics
Description
Recurrent events are very common in many different fields, including biological, medical, engineering and finance. Existing research have developed methodologies to model constant covariate effects and time-dependent covariate effects. However, in...
Statistical Inference of Semiparametric Cox-Aalen Transformation Models with Failure Time Data
Title
Statistical Inference of Semiparametric Cox-Aalen Transformation Models with Failure Time Data
Author
Ning, Xi
Date Created
2023
Subjects--Topical
Biometry, Statistics
Description
Failure time data are commonly encountered in epidemiological and biomedical studies, where the exact time of an event may be unknown or incomplete. Many semiparametric models have been developed in the literature to analyze such data; however, th...