Posts Tagged ‘Statistics using SAS’

Statistics II: ANOVA and Regression

Thursday, June 4th, 2009

Learn how to use the ODS Graphics facility and the new SG graphical procedures in SAS

More  detail  visit http://www.iisastr.com

Contact :9312506496

  • fit polymonial regression models using the REG procedure
  • select models based on several statistics and automatic model selection methods using PROC REG
  • evaluate model fit and model assumptions using the REG, GLM, GENMOD, and UNIVARIATE procedures
  • fit Poisson, negative binomial, and gamma regression models using the GENMOD procedure
  • perform analysis of variance using the GLM procedure
  • write CONTRAST and ESTIMATE statements in PROC GLM
  • fit regression models with dummy variables using PROC REG and ANCOVA models using PROC GLM
  • fit models with random effects using the MIXED procedure
  • create a variety of statistical graphs.

Course  duration :30 hours

fee :Rs 15,000/-

Course Content

Regression

  • building and evaluating multiple polynomial regression models
  • dealing with violations of model assumptions

Analysis of Variance

  • performing n-way ANOVA
  • interpreting significant interactions
  • writing CONTRAST and ESTIMATE statements
  • understanding issues associated with unbalanced data

Regression Using Indicator Variables and Analysis of Covariance

  • using and interpreting indicator variables in the REG procedure
  • building and interpreting analysis of covariance models using the GLM procedure
  • comparing regression using indicator variables with analysis of covariance

Generalized Linear Models

  • using the GENMOD procedure to fit Poisson, negative binomial, and gamma regression models

Linear Mixed Models

  • performing linear mixed model analysis

More  detail  visit http://www.iisastr.com

Contact :9312506496