Browsing Faculty of Graduate Studies and Research by Author "Bae, Taehan"
Now showing items 1-9 of 9
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Bivariate Log Location-Scale Model For Interval-Censored Data
(Faculty of Graduate Studies and Research, University of Regina, 2014-09)Censored data is very common in survival analyses and experimental observations. In this thesis, I consider a selected bivariate model concerning censored data. I rst review three basic univariate models, leading to ... -
Generalized Unified Approach to Regression Models with Covariates Missing in Nonmonotone Patterns
(Faculty of Graduate Studies and Research, University of Regina, 2013-05)Complicated designs (eg. partially questionnaire design), which are often used in epidemiologic studies to reduce the cost of data collection while at the same time improving data quality, generate data with nonmonotone ... -
Generation of Crack Random Numbers Using Three- Parameter Crack Distribution
(Faculty of Graduate Studies and Research, University of Regina, 2013-12)The two-parameter crack lifetime distribution had led to the development of the three-parameter crack lifetime distribution. The developments has been a very use- ful and e ective tool in statistical analysis in conjunction ... -
Heavy-Tailed Crack Distribution Families and Applications
(Faculty of Graduate Studies and Research, University of Regina, 2016-11)The heavy-tailedness and right-skewness are two typical features of loss data resulting from catastrophic natural phenomena such as severe weather events and earthquakes. In this thesis, we consider a new class of ... -
Inconsistency of Statistical Tests to Discriminate Lifetime Distributions and lines of Indistinguishabilty in Uniform Metric
(Faculty of Graduate Studies and Research, University of Regina, 2019-12)The lifetime of a product can be measured in miles, hours, cycles or any other metric that applies to the success of a particular product. The lifetime distribution method is widely used in the engineering and biomedical ... -
Predictive Modelling of Extreme Values in Unbalanced Panel Data
(Faculty of Graduate Studies and Research, University of Regina, 2019-06)This thesis aims at predictive modelling of a two-sided, heavy-tailed data under a mixture model setting. A robust regression method is used to fit the main body, while the peaks-over-threshold method is employed to ... -
Stochastic Modelling of Heavy-Tailed Precipitations in Canadian Prairies
(Faculty of Graduate Studies and Research, University of Regina, 2020-12)The statistical modelling of extreme precipitation structures is essential in many aspects such as assessing and managing risks resulting from the occurrence of such extreme events for agricultural purposes, in particular. ... -
Three-Way Analysis of an Ordered Information Table with Categorical and Numerical Attributes
(Faculty of Graduate Studies and Research, University of Regina, 2020-03)Ordered data analytics is frequently mentioned in many areas including theoretical research, commercial analysis, and industrial application. In 2001, Yao and Sai proposed a method for mining ordering rules in an ordered ... -
Unified Approach to Partially Linear Model and Cox Proportional Hazards Model with Missing Covariates
(Faculty of Graduate Studies and Research, University of Regina, 2014-04)In regression analysis the problem of missing covariate data is common in various fields of application. Many methods have been developed to deal with this problem in the past three decades. These methods are workable ...
