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Elective Courses (4 required)
Clinical Trial Safety Monitoring
Tuition: $369 Next dates available: - February 05, 2010
Advanced Logistic Regression
After taking this course, participants will be able to specify, implement and interpret the output of a variety of advanced logistic regression models not covered in the first course, "Logistic Regression." Tuition: $369 Next dates available: - To be Announced.
Introductory Bayesian Modeling via MCMC Techniques
This course covers the application of Markov Chain Monte Carlo techniques (MCMC) to Bayesian statistical modeling using WINBUGS software. Tuition: $369 Next dates available: - September 10, 2010 - March 12, 2010
Multivariate Statistics
This course covers key multivariate procedures such as classification, clustering, principal components and factor analysis. Tuition: $369 Next dates available: - July 16, 2010 - February 19, 2010
Categorical Data Analysis 2
This course continues the analysis of categorical data, contains a review of logistic regression, and introduces multinomial responses for logistic regression, probit, logit and loglinear analysis. Tuition: $369 Next dates available: - November 12, 2010 - May 14, 2010
Randomization, Permutation and Exact Tests
Online course in randomization (permutation) tests. Tuition: $369 Next dates available: - April 24, 2010
Nonparametric Statistics
This course teaches you how to perform a range of nonparametric statistical analyses - robust procedures that do not assume that data are samples from prespecified families of distribution such as the normal or exponential. Tuition: $369 Next dates available: - August 28, 2010 - February 05, 2010
Bootstrap Methods
This course covers the basic theory and application of the bootstrap family of procedures, with the emphasis on applications. Tuition: $369 Next dates available: - September 24, 2010 - March 19, 2010
Bayesian Approaches to Clinical Trials
This course covers the essentials of Bayesian analysis in randomized clinical trials and the evaluation of medical interventions. We will discuss the distinctions between Bayesian analysis and the more traditional frequentist analysis, and the pros and cons of each approach. Tuition: $369 Next dates available: - November 19, 2010
Missing Data Analysis
This course will cover the theory and practice of two modern methods of handling missing data: maximum likelihood and multiple imputation. Tuition: $369 Next dates available: - To be Announced.
Modeling in R
This course will show you how to use R to create statistical models and use them to analyze data.
Tuition: $369 Next dates available: - October 22, 2010 - February 12, 2010
Modeling Count Data
This course deals with regression models for count data; i.e. models with a response or dependent variable data in the form of a count or rate. The course will cover Poisson regression, the foundation for modeling counts, as well as extensions and modifications to the basic model.
Tuition: $369 Next dates available: - October 22, 2010
Introduction to Bayesian Statistics
This course will introduce you to the basic ideas of Bayesian Statistics. You will learn how to perform Bayesian analysis for a binomial proportion, a normal mean, the difference between normal means, the difference between proportions, and for a simple linear regression model.
Tuition: $369 Next dates available: - October 01, 2010 - February 26, 2010
Survey Analysis
This course covers the analysis of data gathered in surveys. Tuition: $369 Next dates available: - August 13, 2010
Survey Design and Sampling Procedures
This course covers the crafting of survey questions, the design of surveys, and different sampling procedures that are used in practice. Longstanding basic principles of survey design are covered, and the impact of the trend toward increased respondent resistance is discussed.
Tuition: $369 Next dates available: - July 09, 2010
Modeling Longitudinal and Panel Data
This course covers the extension of Generalized Linear Models (GLM) to model varieties of longitudinal and clustered data, called panel data.
Tuition: $369 Next dates available: - July 02, 2010
Introduction to Design of Experiments
This course will stress the application of DOE rather than statistical theory. With a 12-step checklist, it covers full and fractional factorial designs, Plackett-Burman, Box-Behnken, Box-Wilson and Teguchi designs. Tuition: $369 Next dates available: - February 19, 2010
Meta Analysis
This course will explain meta analysis - the methods that are used to assess multiple statistical studies on the same subject and draw conclusions.
Tuition: $399 Next dates available: - December 03, 2010 - July 09, 2010
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