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Structural Equation Modelling (SEM) Fundamentals: Online (3-days)

… other analytical techniques (such as factor analysis, regression analysis and path analysis) into one omnibus … model and using AMOS and/or Mplus to run a univariate multiple regression model. We will also learn to understand AMOS and/or Mplus output.   Day 2  Part A: Fundamentals of Structural Equation Modelling We will learn …

Applied Multiple Regression Analysis

… main focus of the course is on the practical side of using regression to address common methodological, statistical and … course begins with a brief review of the principles of multiple regression.  It then examines the specific issues … • regression diagnostics to detect potential violations of multiple regression's assumptions • how to identify the …

Foundations of Statistical Analysis in Political Analysis: Online

… to provide students with an accessible introduction to the fundamentals of quantitative political science research. The … and multivariate statistical methods (simple and multiple regression).   This course will be run in one session per day … to provide students with an accessible introduction to the fundamentals of quantitative political science research.   …

Fundamentals of Structural Equation Modelling

… LISREL, Mplus, R). This course provides an overview of the fundamentals of SEM. As well as the statistical theory, an …   Day 1 Review of linear regression Day 2 Building regression and path models using an SEM framework General …   Participants must have completed the course Fundamentals of Multiple Regression or an equivalent course …

Fundamentals of Structural Equation Modelling: Online

… LISREL, Mplus, R). This course provides an overview of the fundamentals of SEM. As well as the statistical theory, an …   Day 1 Review of linear regression. Day 2 Building regression and path models using an SEM framework General …   Participants must have completed the course Fundamentals of Multiple Regression or an equivalent course …

The Australian Survey of Social Attitudes - 2017 - Social Networks and Social Resources

… repeating that topic from time to time. The topic for 2017 is "Social Networks and Social Resources". This is the … survey in 1986 and 2001 . ​Data collection for the AuSSA 2017 began in May 2017, and due to complete in May 2018. How will participants …

Multi-level Analysis using Mplus: Online

…   In conventional regression analysis it is assumed that subjects are randomly … in most studies, subjects are clustered within a group and multiple groups are sampled. For example, in an education study, we may have students clustered within multiple classes; in a human resourcing study, we may have …

Fundamentals of Multiple Regression: Online

… techniques and are seeking the knowledge and skills to use multiple regression for research at a post-graduate level and/or to … Particular attention is given to the application of multiple regression to substantive problems in the social and … from SPSS, Stata, SAS and R.   Day 2     Session 1:    Multiple regression (ordinary least-squares – OLS) Session …

Machine Learning for Data Science: Supervised Learning Techniques: Online (3 days)

… of the output task, these models can be classed as either regression or classification algorithms. This course is an …   Day 1: Fundamentals of Machine Learning Machine Learning workflow … Metrics Model tuning and over-fitting   Day 2: Linear regression methods Classification methods Tree-based methods …

Multivariate Analysis of Variance (MANOVA)- (2 days)

… account when performing the significance test. Testing the multiple outcome variables is accomplished by creating new … test on this set of variables instead of performing multiple individual tests. The researcher can use the … effects and MANOVA reduces the Type I error problem with multiple ANOVA testing. Several research questions can be …