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Required Courses (7)
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Designing Valid Statistical Studies
This course covers the issues you need to address in designing studies to produce statistically valid conclusions. Topics covered in the course include: overview of validity and bias, selection bias, information bias, and confounding bias.
Tuition: $399 (5.0 CEUs)
New available dates:
August 30, 2013 to September 27, 2013August 29, 2014 to September 26, 2014 more >>
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Introduction to Statistical Modeling
This course provides a solid introduction to the ideas and techniques of statistical modeling.
Tuition: $399 (5.0 CEUs)
New available dates:
January 03, 2014 to January 31, 2014 more >>
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Logistic Regression
Logistic regression extends ordinary least squares (OLS) methods to model data with binary (yes/no, success/failure) outcomes. Rather than directly estimating the value of the outcome, logistic regression allows you to estimate the probability of a success or failure.
Tuition: $399 (5.0 CEUs)
New available dates:
June 14, 2013 to July 12, 2013September 06, 2013 to October 04, 2013 more >>
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Matrix Algebra Review
This course will provide the basics of vector and matrix algebra and operations necessary to understand multivariate statistical methods, including the notions of the matrix inverse, generalized inverse and eigenvalues and eigenvectors. After successfully completing this course, you will be able to use and understand vector and matrix operations and equations, find and use a matrix inverse, and use and understand the eigenset of a symmetric matrix.
Tuition: $399 (5.0 CEUs)
New available dates:
June 28, 2013 to July 26, 2013November 01, 2013 to November 29, 2013March 21, 2014 to April 18, 2014 more >>
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Regression Analysis
In this course you will learn how multiple linear regression models are derived, use software to implement them, learn what assumptions underlie the models, learn how to test whether your data meet those assumptions and what can be done when those assumptions are not met, and develop strategies for building and understanding useful models.
Tuition: $399 (5.0 CEUs)
New available dates:
May 17, 2013 to June 14, 2013October 04, 2013 to November 01, 2013January 24, 2014 to February 21, 2014May 16, 2014 to June 13, 2014October 03, 2014 to October 31, 2014 more >>
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Sample Size and Power Determination
This course shows you how to make sample size determinations for various statistical tests and for confidence intervals, as needed for experimental studies such as comparison studies, as well as for other types of experiments.
Tuition: $399 (5.0 CEUs)
New available dates:
May 17, 2013 to June 14, 2013November 22, 2013 to December 20, 2013May 16, 2014 to June 13, 2014 more >>
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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: $399 (5.0 CEUs)
New available dates:
July 12, 2013 to August 09, 2013July 11, 2014 to December 31, 1969 more >>
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Elective Courses (7 required)
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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: $399 (5.0 CEUs)
New available dates:
April 25, 2014 to May 23, 2014 more >>
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Advanced Structural Equation Modeling
This course covers many popular advanced SEM models with practical exercises. Models covered include Multiple Indicator an Multiple Causes models (MIMIC), Multiple Group models, Multilevel (HLM) models, Mixture models, Structured Means models, Multitrait-Multimethod models, Second Order Factor models, Interaction models, and Dynamic Factor models.
Tuition: $399 (5.0 CEUs)
New available dates:
June 28, 2013 to July 26, 2013January 10, 2014 to February 07, 2014 more >>
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Analysis of Survey Data from Complex Sample Designs
This course teaches you how to estimate variances for complex surveys, and also how to model the results using linear and logistic regression, and other generalized linear models.
Tuition: $399 (5.0 CEUs)
New available dates:
October 11, 2013 to November 08, 2013October 10, 2014 to November 07, 2014 more >>
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Bayesian Regression Modeling via MCMC Techniques
This course covers the application of Markov Chain Monte Carlo techniques (MCMC) to Bayesian statistical modeling using WinBUGS software.
Tuition: $399 (5.0 CEUs)
New available dates:
November 15, 2013 to December 13, 2013 more >>
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Bayesian Statistics in R
Tuition: (5.0 CEUs)
New available dates:
To be scheduled. more >>
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Bootstrap Methods
This course covers the basic theory and application of the bootstrap family of procedures, with the emphasis on applications.
Tuition: $399 (5.0 CEUs)
New available dates:
September 20, 2013 to October 18, 2013 more >>
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Categorical Data - Applied Modeling
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: $399 (5.0 CEUs)
New available dates:
November 08, 2013 to December 06, 2013November 07, 2014 to December 05, 2014 more >>
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Categorical Data Analysis
This course will cover the analysis of contingency table data (tabular data in which the cell entries represent counts of subjects or items falling into certain categories). Topics include tests for independence (comparing proportions as well as chi-square), exact methods, and treatment of ordered data. Both 2-way and 3-way tables are covered.
Tuition: $399 (5.0 CEUs)
New available dates:
September 27, 2013 to October 25, 2013 more >>
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Generalized Linear Models
This course will explain the theory of generalized linear models (GLM), outline the algorithms used for GLM estimation, and explain how to determine which algorithm to use for a given data analysis. GLM allows the modeling of responses, or dependent variables, that take the form of counts, proportions, dichotomies (1/0), positive continuous values, as well as values that follow the normal Gaussian distribution. Logistic, Poisson, and negative binomial regression models are three of the most noteworthy GLM family members.
Note: Detailed study of model specification and the interpretation of software output is handled in statistics.com's individual courses on regression, logistic regression, count data modeling, etc., and in the Categorical Modeling course.
Tuition: $399 (5.0 CEUs)
New available dates:
November 22, 2013 to December 20, 2013 more >>
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Introduction to Assessment and Measurement
The aim of this course is to provide an overview to the main statistical and measurement tools that are associated with interpretation of data from tests, including standardized educational tests. Participants will learn how to interpret test results.
Tuition: $399 (5.0 CEUs)
New available dates:
June 14, 2013 to July 12, 2013June 13, 2014 to July 11, 2014 more >>
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Introduction to Bayesian Computing and Techniques
Participants in this course will learn why Bayesian computing has gained wide popularity, and how to apply Markov Chain Monte Carlo techniques (MCMC) to Bayesian statistical modeling using WinBUGS software.
Tuition: $399 (5.0 CEUs)
New available dates:
September 20, 2013 to October 18, 2013 more >>
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Introduction to Bayesian Hierarchical and Multi-level Models
This course extends the Bayesian modeling framework to cover hierarchical models, and to add flexibility to standard Bayesian modeling problems.
Tuition: $399 (5.0 CEUs)
New available dates:
June 21, 2013 to July 19, 2013June 20, 2014 to July 18, 2014 more >>
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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: $399 (5.0 CEUs)
New available dates:
July 05, 2013 to August 02, 2013January 31, 2014 to February 28, 2014 more >>
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Introduction to Resampling Methods
The course introduces the basic concepts and methods of resampling methods, including bootstrap procedures and permutation (randomization) tests, with little or no complex theory or confusing notation.
Tuition: $339 (3.75 CEUs)
New available dates:
July 05, 2013 to July 26, 2013February 14, 2014 to March 07, 2014July 04, 2014 to July 25, 2014 more >>
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Introduction to Social Network Analysis (SNA)
Tuition: (5.0 CEUs)
New available dates:
August 16, 2013 to September 13, 2013 more >>
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Introduction to Structural Equation Modeling
This course covers the fundamental concepts and theory of Structural Equation Modeling: model specification, model identification, model estimation, model testing, and model modification. Reading assignments, examples and exercises are included using the LISREL software package.
Tuition: $399 (5.0 CEUs)
New available dates:
May 17, 2013 to June 14, 2013November 08, 2013 to December 06, 2013May 16, 2014 to June 13, 2014 more >>
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Many-Facet Rasch Measurement
This course will cover the analysis and interpretation of judge-intermediated ratings, like essay grading, Olympic ice-skating, therapist ratings of patient behavior, etc.
Tuition: $399 (5.0 CEUs)
New available dates:
August 09, 2013 to September 06, 2013August 08, 2014 to September 05, 2014 more >>
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Maximum Likelihood Estimation
This course will cover the derivation of maximum likelihood estimates, and their properties.
Tuition: $179 (2.5 CEUs)
New available dates:
August 02, 2013 to August 16, 2013November 29, 2013 to December 13, 2013 more >>
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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. Dr. Rothstein will be the primary discussion leader for this course.
Tuition: $429 (5.0 CEUs)
New available dates:
July 19, 2013 to August 16, 2013 more >>
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Meta Analysis 2
Meta-Analysis refers to the statistical analyses that are used to synthesize summary data from a series of studies. This course covers some advanced issues in meta-analysis. Participants should have completed the basic course in meta-analysis or an equivalent.
Tuition: $429 (5.0 CEUs)
New available dates:
August 30, 2013 to September 27, 2013August 29, 2014 to September 26, 2014 more >>
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Mixed and Hierarchical Linear Models
This course will explain the basic theory of linear and non-linear mixed effects models, including hierarchical linear models. It will outline the algorithms used for estimation, primarily for models involving normally distributed errors, and will provide examples of data analysis. The course aims at providing a basic understanding and knowledge of the mixed effect models that will allow you to use them in practice.
Tuition: $399 (5.0 CEUs)
New available dates:
May 09, 2014 to June 06, 2014 more >>
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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: $399 (5.0 CEUs)
New available dates:
May 24, 2013 to June 21, 2013October 18, 2013 to November 15, 2013 more >>
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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: $399 (5.0 CEUs)
New available dates:
July 19, 2013 to August 16, 2013July 18, 2014 to August 15, 2014 more >>
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Multivariate Statistics
This course covers key multivariate procedures such as multivariate analysis of variance (MANOVA), principal components, factor analysis and classification.
Tuition: $399 (5.0 CEUs)
New available dates:
July 12, 2013 to August 09, 2013February 07, 2014 to March 07, 2014July 11, 2014 to August 01, 2014 more >>
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Practical Rasch Measurement - Core Topics
Rasch analysis constructs linear measures from scored observations, such as responses to multiple-choice questions, Likert scales and quality-of-life assessments. This course covers the practical aspects of data setup, analysis, output interpretation, fit analysis, differential item functioning, dimensionality and reporting.
Tuition: $429 (5.0 CEUs)
New available dates:
May 31, 2013 to June 28, 2013October 18, 2013 to November 15, 2013January 03, 2014 to January 31, 2014 more >>
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Practical Rasch Measurement - Further Topics
Continues the exploration of Rasch theory and its application in the Winsteps software begun in Practical Rasch Measurement-Core Topics. The visual step-by-step tutorial propels you along the road to success. This course introduces exciting new topics and delves into earlier topics more deeply.
Tuition: $399 (5.0 CEUs)
New available dates:
July 05, 2013 to August 02, 2013July 04, 2014 to August 01, 2014 more >>
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Principal Components and Factor Analysis
In this course, you will learn how to make decisions in building a factor analysis model - including what model to use, the number of factors to retain, and the rotation method to use.
Tuition: $399 (5.0 CEUs)
New available dates:
May 24, 2013 to June 21, 2013May 23, 2014 to June 20, 2014 more >>
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Rasch Applications in Clinical Assessment, Survey Research, and Educational Measurement
This course is a practicum. You will learn how to construct a scale for a test or survey that is likely to produce data fitting dichotomous or polytomous Rasch models, and you will deploy it in an actual survey or test.
Tuition: $399 (5.0 CEUs)
New available dates:
September 13, 2013 to October 11, 2013September 12, 2014 to October 10, 2014 more >>
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Survey Analysis
This course covers the analysis of data gathered in surveys.
Tuition: $399 (5.0 CEUs)
New available dates:
August 16, 2013 to September 13, 2013August 15, 2014 to September 12, 2014 more >>
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Survey Analysis in R
The purpose of this course is to teach survey researchers who are familiar with R how to use it in survey research.
Tuition: $399 (5.0 CEUs)
New available dates:
March 21, 2014 to April 18, 2014 more >>
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