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You are viewing titles for UNIVERSITY OF MARYLAND COLLEGE PARK in the Statistics available through the UMI Dissertations & Thesis Gradwoorks site

Bayesian binomial regression: Probability of success in pro football	Baseline adjustment for ordinal covariates by inducing a partial ordering in randomized clinical trials

Comparing regime-switching models in time series: Logistic mixtures vs. Markov switching	Fay-Herriot small area estimation in the survey of business owners

An EM algorithm for mixed-type multiple outcome regressions with applications to a prostate cancer study	Two-dimensional semiparametric density ratio modelings and its applications

Fixed versus mixed parameterization in logistic regression models: Application to meta-analysis	Modeling median household income distribution

Investigating center effects in a multi-center clinical trial study using a parametric proportional hazards meta-analysis model	An exposition of stochastic integrals and their application to linearization coefficients

Confirming distributed snow covered area model results in a small arctic watershed with MODIS satellite images	On stochastic differential equations in the Ito and in the Stratonovich sense

A discrete-continuous modeling approach with applications to vehicle holding and use	Analysis of complex survey data using robust model-based and model-assisted methods

The relationship between response propensity and data quality in the Current Population Survey and the American Time Use Survey	Representing, visualizing, and modeling online auction data

Exploring and modeling online auctions using functional data analysis	Small area estimation and prediction problems: Spatial models, Bayesian multiple comparisons, and robust MSE estimation

My mobile music: An adaptive personalization system for digital audio players	Semiparametric cluster detection

Investigating differential item function amplification and cancellation in application of item response testlet models	Global optimization of finite mixture models

Regression diagnostics for complex survey data: Identification of influential observations	Asymptotic theory for multiple-sample semiparametric density ratio models and its application to mortality forecasting

Small area estimation: An empirical best linear unbiased prediction approach	Empirical analyses on federal Thrift Savings Plan portfolio optimization

Asymptotic normality in generalized linear mixed models	An investigation of the relationship between automated Machine Translation Evaluation metrics and user performance on an information extraction task

Comparing survival distributions in the presence of dependent censoring: Asymptotic validity and bias corrections of the logrank test	Estimation theory of a location parameter in small samples

Dependence structure for Levy processes and its application in finance	An investigation into student understanding of statistical hypothesis testing

Effects of model selection on the coverage probability of confidence intervals in binary-response logistic regression	Sampling weight calibration with estimated control totals

Asymptotic problems for stochastic processes and related differential equations	Asymptotic problems for stochastic processes with reflection and related PDE's

An empirical investigation of unscalable components in scaling models	Hierarchical Bayes estimation and empirical best prediction of small-area proportions

Testing for differentially functioning indicators using mixtures of confirmatory factor analysis models	An investigation of growth mixture models when data are collected with unequal selection probabilities: A Monte Carlo study

An integrated item response model for evaluating individual students' growth in educational achievement	Finite mixture model specifications accommodating treatment nonresponse in experimental research

Mining of business data	Understanding the mechanism of panel attrition

Statistical inference based on estimating functions in exact and misspecified models	Tractable learning and inference in high-treewidth graphical models

Means and averaging on Riemannian manifolds	Nonparticipation of the 12th graders in the National Assessment of Educational Progress: Understanding determinants of nonresponse and assessing the impact on NAEP estimates of nonresponse bias according to propensity models

Anomaly detection in time series: Theoretical and practical improvements for disease outbreak detection	A theory of Cramer-Rao bounds for constrained parametric models

Tackling uncertainties and errors in the satellite monitoring of forest cover change	Geometric algorithms for objects in motion

Collinearity diagnostics for complex survey data	Goodness of fit tests for generalized linea mixed models

Minimum disparity estimator in continuous time stochastic volatility model	A comparison of methods for testing for interaction effects in structural equation modeling

Reweighting data in the spirit of Tukey: Using Bayesian posterior probabilities as Rasch residuals for studying misfit	The duality of bias: Predictors of racially motivated Differential Test Functioning in interview evaluations

Matrix reduction in numerical optimization	Using latent profile models and unstructured growth mixture models to assess the number of latent classes in growth mixture modeling

Semiparametric Regression & Mortality Rate Prediction	Scalable statistical modeling and query processing over large scale uncertain databases

Statistical models and optimization algorithms for high-dimensional computer vision problems	Treatment of influential observations in the current employment statistics survey

Scalable learning for geostatistics and speaker recognition	Statistical Degradation Models for Electronics

Randomization-based inference about latent variables from complex samples: The case of two-stage sampling	Multivariate statistical techniques for accurately and noninvasively localizing tumors subject to respiration-induced motion

A unified evaluation of global and local fit performance under differing test construction conditions and model misspecifications	The use of responsive split questionnaires in a panel survey

Effects of Acoustic Perception of Gender on Nonsampling Errors in Telephone Surveys	Adjustments for nonresponse, sample quality indicators, and nonresponse error in a total survey error context