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How do I know if my structural equation model fits the data well?

January 11, 2019

This is one of the most common questions we receive and, unfortunately, there are no quick answers. However, there are some initial guidelines that can be followed when assessing the fit of an SEM. For most SEMs, the goal of the analysis is to define a model that results in predicted values of the summary…

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Announcing Minimal-Cost Introduction to Multilevel Modeling Workshop for Graduate Students

December 15, 2018

At Curran-Bauer Analytics, we have long been committed to providing broad access to high-quality training opportunities for students in the social, behavioral and health sciences. We are thus very excited to announce a new three-day workshop, Introduction to Multilevel Modeling for Graduate Students, to be held in Chapel Hill, NC on May 29-31, 2019, at steeply reduced…

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2019 Summer Workshops

August 28, 2018

We’re pleased to announce our summer workshop schedule for 2019: May 13-17: Structural Equation Modeling May 20-24: Longitudinal Structural Equation Modeling June 3-7: Network Analysis June 10-14: Latent Class/Cluster Analysis and Mixture Modeling June 24-28: Multilevel Modeling New this year: We have expanded Network Analysis from three to five days to allow more in-depth coverage, we now provide live demonstrations…

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The Importance of Studying Individual Trajectories, Even for Countries

May 31, 2018

The analysis of longitudinal data has quickly gained in importance across a variety of fields because it allows for the examination of questions about change over time. This is why all of our current workshops (Network Analysis, Latent Class/Mixture Modeling, Multilevel Modeling, Structural Equation Modeling, and Longitudinal Structural Equation Modeling) address the analysis of longitudinal…

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Best Methods for Handling Missing Data in Intensive Longitudinal Designs

April 13, 2018

In nearly every discipline within the behavioral, health, and educational sciences, longitudinal data have become requisite for establishing temporal precedence and distinguishing inter-individual differences in intra-individual change. Whereas traditional longitudinal designs often obtained repeated assessments at monthly or even yearly intervals, recent advances in mobile technology have allowed for the collection of multiple assessments throughout…

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Dan Bauer Receives Teaching Award from the American Psychological Association

February 10, 2018

Curran-Bauer Analytics is pleased to announce that Dan has been honored with another teaching award in recognition of his exceptional teaching and mentoring skills. Dan was selected to receive the 2018 Jacob Cohen Award for Distinguished Teaching and Mentoring by the American Psychological Association, Division 5 (Quantitative and Qualitative Methods). He will be recognized at…

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Leveraging data from existing studies to glean new information about adolescent substance use

January 20, 2018

Our research group recently published a new paper that explores the many advantages of integrative data analysis (or IDA). IDA is an approach to combining and analyzing data across multiple, independent samples (a specific type of “data fusion”). Our recent paper explores several particularly salient advantages of IDA when applied to the study of high-risk…

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Statistical Adjustment and the Case of Marathon Records and Climate Change

November 9, 2017

There is often much confusion about what is meant by “statistical adjustment” when estimating and interpreting models that include more than one predictor variable. This issue commonly arises in the traditional multiple regression model, but is ubiquitous across nearly any class of multivariate models ranging from regression to factor analysis to complex structural equation models.…

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Summer Workshop Schedule for 2018

October 10, 2017

We are pleased to announce our workshop schedule for this summer: May 9-11: Network Analysis May 21-25: Multilevel Modeling June 4-8: Latent Class/Cluster Analysis and Mixture Modeling June 18-22: Structural Equation Modeling June 25-29: Longitudinal Structural Equation Modeling   This year, we will be holding all workshops at the Chapel Hill-Carrboro Hampton Inn & Suites,…

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CBA Office Hours on Linear Regression

August 3, 2017

It is critical for researchers in the behavioral, health, and social sciences to have a full understanding of the linear regression model. Not only is this model important in its own right, but it serves as the foundation for more advanced statistical models, such as the multilevel model, factor analysis, structural equation modeling, generalized linear…

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