Courses Taught by Menggang Yu

BIOSTAT651: Theory and Application of Generalized Linear Models

  • Graduate level
  • Residential
  • Winter term(s) for residential students;
  • 3 credit hour(s) for residential students;
  • Instructor(s): Veera Baladandayuthapani, Menggang Yu, (Residential);
  • Prerequisites: BIOSTAT601 and BIOSTAT650
  • Description: Introduction to maximum likelihood estimation; exponential family; proportion, count and rate data; generalized linear models; link function; logistic and Poisson regression; estimation; inference; deviance; diagnosis. The course will include application to real data.
  • Syllabus for BIOSTAT651
BaladandayuthapaniVeera
Veera Baladandayuthapani
YuMenggang
Menggang Yu
Concentration Competencies that BIOSTAT651 Allows Assessment On
Department Program Degree Competency Specific course(s) that allow assessment
BIOSTAT MS Perform generalized linear regression model fitting and diagnosis BIOSTAT651
BIOSTAT PhD Perform generalized linear regression model fitting and diagnosis BIOSTAT651

BIOSTAT699: Analysis of Biostatistical Investigations

  • Graduate level
  • Residential
  • Winter term(s) for residential students;
  • 4 credit hour(s) for residential students;
  • Instructor(s): Menggang Yu, Jean Morrison, Jeremy Taylor, Philip Boonstra, (Residential);
  • Prerequisites: Registration for last term of studies to complete MS or MPH
  • Description: Identifying and solving design and data analysis problems using a wide range of biostatistical methods. Written and oral reports on intermediate and final results of case studies required.
  • Syllabus for BIOSTAT699
YuMenggang
Menggang Yu
MorrisonJean
Jean Morrison
TaylorJeremy
Jeremy Taylor
BoonstraPhilip
Philip Boonstra
Concentration Competencies that BIOSTAT699 Allows Assessment On
Department Program Degree Competency Specific course(s) that allow assessment
BIOSTAT MS Interpret the results of statistical analysis in a variety of health-related areas (e.g. public health, medicine, genetics, biology, psychology, economics, management and policy, nursing, or pharmacy) for the broad scientific community BIOSTAT699
BIOSTAT MS Communicate statistical analysis through written scientific reporting for public health, medical, and basic scientists, and/or educated lay audiences BIOSTAT699
BIOSTAT PhD Communicate through written and oral presentation based on statistical analysis for audience from a variety of health-related areas (e.g. public health, medicine, genetics, biology, psychology, nursing, or pharmacy) and for the broad scientific community BIOSTAT699