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LIMIT THEOREMS FOR RANDOM EXPONENTIAL SUMS AND THEIR APPLICATIONS TO INSURANCE AND THE RANDOM ENERGY MODEL
Title
LIMIT THEOREMS FOR RANDOM EXPONENTIAL SUMS AND THEIR APPLICATIONS TO INSURANCE AND THE RANDOM ENERGY MODEL
Author
Erturk, Huseyin
Date Created
2016
Subjects--Topical
Mathematics, Statistics
Description
In this dissertation, we are mainly concerned with the sum of random exponentials. Here, the random variables are independent and identically distributed. Another distinctive assumption is the number of variables in this sum is a function of the c...
Analysis of semiparametric regression models for the cumulative incidence functions under the two-phase sampling designs.
Title
Analysis of semiparametric regression models for the cumulative incidence functions under the two-phase sampling designs.
Author
Lee, Unkyung
Date Created
2016
Subjects--Topical
Statistics, Mathematics
Description
Competing risks often arise where more than one event compete with each other for a subject. The cumulative incidence function is a proper summary quantity for analyzing competing risks data. In epidemiologic cohort studies, case-cohort study desi...
Modeling the Crash Injury Severity in Work Zone Areas on Freeways
Title
Modeling the Crash Injury Severity in Work Zone Areas on Freeways
Author
Miatudila, Sr., Alain
Date Created
2016
Subjects--Topical
Civil engineering, Transportation, Statistics
Description
The rising frequency of crashes in work zones on American freeways is a growing issue inherently linked to the degrading state of our transportation infrastructure. As travel demand increases and our infrastructure continues to age and wear out, w...
LIMIT THEOREMS FOR ONE CLASS OF ERGODIC MARKOV CHAINS
Title
LIMIT THEOREMS FOR ONE CLASS OF ERGODIC MARKOV CHAINS
Author
Turhan, Nezihe
Date Created
2016
Subjects--Topical
Statistics, Mathematics
Description
The goal of this dissertation is to develop some classical limit theorems for the additive functionals of the homogeneous Markov chains in the special class of the so-called, Loop Markov Chains. The additive functionals of the Markov chains have t...
NONPARAMETRIC PREDICTIVE REGRESSION
Title
NONPARAMETRIC PREDICTIVE REGRESSION
Author
Yu, Xintian
Date Created
2016
Subjects--Topical
Statistics, Finance, Economics
Description
In financial time series nonlinear effects and time-varying effects are observed. In this dissertation we propose a predictive regression model with time varying coefficients and functional coefficients. It allows for nonstationary predictors. We establi...