UMass Amherst Home
 [Home]  [Programs and Courses]  [Degree Requirements]  [Application Procedures]  [Financing Your Degree]  [Site Index]  [Apply Now]
Program Listings:  [Program Listing: A-D]  [Program Listings: E-L]  [Program Listings: M-Z]  [Program Listings: Show All]

Biostatistics & Epidemiology Courses

Program | Faculty | Master's | Doctoral | Courses

 

All courses carry 3 credits unless otherwise specified.

 

540 Introductory Biostatistics

Principles of statistics applied to analysis of biological and health data, evaluation of public health and clinical programs.

630 Principles of Epidemiology

An epidemiological perspective on health. General approaches for describing patterns of disease in groups of people, and elucidating various processes involved in creating differing levels of health in human groups. Lecture and lab examples of a wide range of contemporary health problems.

631 Epidemiologic Investigation

Provides students with the necessary analytic techniques, technical resources, and writing expertise to design and write their own thesis proposal and final thesis manuscript in the field of epidemiology. Also applies to students preparing to publish in journals and write grant proposals. Based on structure of a research proposal, beginning with sessions on conducting a literature review, progressing through methods and results, to the discussion. Students prepare a written proposal and a class presentation, and critique another student's presentation. Prerequisite: BIOST&EP 630.

632 Applied Disease Epidemiology

Intermediate level course. Application of epidemiologic methods to study the etiology, control, and impact on society of selected diseases. Prerequisite: BIOST&EP 630.

633 Communicable Disease Epidemiology

Review of selected infectious diseases; emphasis on current theories of distribution, transmission, and control.

634 Nutritional Epidemiology

Epidemiologic study design problems and issues; major methods of dietary assessment; non-dietary nutritional assessments; and the relative strength of evidence in support of diet-disease relationships.

635 Psychosocial Epidemiology

Links between life styles of populations and risks to which individuals in these populations are vulnerable. Models linking social stress and physiological responses, psychosocial mediators, and social support systems as they promote or reduce susceptibility to disease. Consent of instructor required.

636 Epidemiologic Assessment of Drugs and Other Medical Procedures

Methods for epidemiological assessment of the efficacy and safety of medical technologies, including drugs, devices, and medical and surgical procedures.

637 Epidemiology and Prevention of AIDS

The evolving understanding of the epidemiology of AIDS and related disorders including risk factors for transmission and clinical course of the disease. The role of educational programs and screening in prevention, and the broader international picture.

638 Cardiovascular Disease Epidemiology

The application of epidemiological methods to the study of cardiovascular disease. Emphasis on the methodology used to ascertain risk factors associated with cardiovascular disease. Trends and patterns in the disease discussed.

639 Cancer Epidemiology

Background in the principles of oncology and a review of epidemiological strategies used in cancer research. The major cancer risk factors and the key strategies of prevention.

640 Intermediate Biostatistics (2nd sem)

Principles of statistics applied to analysis of biological and health data. Continuation of BIOST&EP 540 including analysis of variance, regression, nonparametric statistics, sampling, and categorical data analysis.

691F Data Management and Statistical Computing

An introduction to data management for research projects in the biomedical sciences using microcomputers. Topics include design of data collection forms, data entry, computer managed documentation and statistical computing using SAS.

691J Seminar in Research Development

Methods for conducting epidemiological research and scientific writing.

696D Special Problems in Public Health

Special investigational or research problems for M.P.H. candidates or advanced students. Scope of the work can be varied to meet specified conditions. Credit, 3-6.

698 Practice Experience Practicum

Opportunity for supervised field observation to gain practice experience in selected public health agencies.

699 Master's Thesis (M.S. candidates only)

Independent research leading to a thesis on a public health subject. Results should be suitable for publication. Credit, 6-12.

733 Occupational Epidemiology

The application of epidemiological methods to the study of occupational health. Major occupational diseases, areas of controversy, and future needs reviewed. Independent project required.

734 Environmental Epidemiology

The human health effects associated with selected environmental exposures of the general populace. The methodology of the related epidemiological studies evaluated. Prerequisite: BIOST&EP 630.

737 Advanced Methods in Epidemiology

A methodologic core course. Details of concepts and quantitative techniques used in modern epidemiology. Prerequisites: BIOST&EP 630 and 632.

740 Mixed Models and Longitudinal Data Analysis (2nd sem)

Integration of linear models with experimental design and sampling, considering applications with unbalanced and missing data. In-depth discussion of mixed models including parameterizations, analysis of covariance, unequal numbers of observations per cell, missing cells. Repeated measure designs and longitudinal data analysis emphasized, with many examples illustrated using SAS. Prerequisite: BIOST&EP 640 and 691F or equivalent. Recommended: BIOST&EP 741 and 744.

741 The Design and Analysis of Experiments in the Health and Pharmaceutical Sciences (1st sem)

Fundamental concepts in experimental design, with specific application to medical, public health, and pharmaceutical research. Extensive use of computer programs; many illustrative examples. Prerequisite: BIOST&EP 640.

742 Advanced Methods in Biometric Research

Statistical methods in biological and public health research. Methods of statistical estimation, correlation theory, multivariate tests of significance including discriminant analysis, stepwise and multiple regression. Topics in nonparametric methods, and statistical methods for clinical trials. Prerequisite: BIOST&EP 640.

743 Analysis of Categorical Data in the Health Sciences (2nd sem)

In-depth examination of the use of the logistic regression model with applications. Analyses using a computer program. Prerequisite: BIOST&EP 744.

744 Computer Analysis of Health Sciences Data (1st sem)

Applications of the linear regression model. Emphasis on use and interpretation of statistical software output. Prerequisite: BIOST&EP 640.

745 Sampling Methods for the Health Sciences

Application of widely used sampling methods to situations commonly occurring in public health research. Alternative sampling strategies compared; emphasis on design of sample surveys. Types of samples stressed: simple random sample, stratified sample, systematic sample, and cluster sample. Also the combined ratio estimate, and large-scale, ongoing sample surveys such as the Health Examination Survey of the National Center for Health Statistics. Prerequisite: BIOST&EP 540.

746 Nonparametric Methods in Public Health Research

The application of nonparametric methods to commonly occurring problems in public health research. Data from one, two, and multisample problems from environmental health, epidemiology, health administration, and health education. Prerequisite: BIOST&EP 540.

747 Multivariate Methods in Public Health Research

Multivariate statistical theories and methods applied to public health data. Emphasis on consideration of alternative statistical procedures simultaneously for analyzing many variables. Prerequisite: BIOST&EP 744.

748 Survival Theory in Public Health and Science (2nd sem)

The analysis of time to event data focusing on applications of regression models to right censored data. Particular emphasis on the use and interpretation of the pro-portional hazards model. Prerequisite: BIOST&EP 744.

749 Statistical Methods for Clinical Trials

Major designs used in clinical investigations; alternative approaches to the analysis of gathered data. Prerequisite: BIOST&EP 640.

792I Current Readings in Biostatistics and Epidemiology

Seminar in critical review of current literature for doctoral students with major or minor in Epidemiology or Biostatistics, and for advanced master's degree students with consent of instructor.

796 Independent Study

797 Special Problems

891 Research Seminar

Research seminar for doctoral candidates. Credit, 2.

899 Doctoral Dissertation

Credit, 18.