Causal Effects
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Courses: Overview

The videos on the following pages are hosted at the Digitale Bibliothek Thüringen.


Forthcoming courses

There are currently no announced courses.


Current / previous courses

The following courses can be viewed online (videos as stream, no complete download necessary).


Available topics:


• Introduction to structural equation modeling

• Analysis of causal effects

• Probability and regression

• Methods of evaluation research

• Introduction to statistics for psychologists

• Theories of psychometric tests

• Other




Introduction to structural equation modeling


en  Introduction to latent variable modeling with Structural Equation Models using Mplus

Speakers: Prof. Dr. Rolf Steyer

Summer term 2009, Workshop, Course length: 11.25 hours, Language: English, Topic: Introduction to structural equation modeling

Description  •  Videos & Materials

en  Analysis of Structural Equation Models with Lisrel 8.54

Speakers: Prof. Dr. Rolf Steyer, Dr. Friedrich Funke, Dipl.-Psych. Ulf Kröhne

Summer term 2004, Workshop, Course length: 24.50 hours, Language: English, Topic: Introduction to structural equation modeling

Videos & Materials

en  General Latent Variable Modeling Using Mplus Version 3 at the conference SMABS 2004

Speakers: Bengt O. Muthen (University of California, Los Angeles, USA), Linda Muthen (Muthen & Muthen, Los Angeles, USA)

Summer term 2004, Workshop, Course length: 6.50 hours, Language: English, Topic: Introduction to structural equation modeling

Description  •  Videos & Materials

en  Structural Equation Modeling: Theory & Practice at the conference SMABS 2004

Speakers: Prof. Peter M. Bentler (University of California, Los Angeles, USA)

Summer term 2004, Workshop, Course length: 6.00 hours, Language: English, Topic: Introduction to structural equation modeling

Description  •  Videos & Materials

en  Structural Equation Modeling with Lisrel 8.53

Speakers: Prof. Dr. Karl Jöreskog

Summer term 2003, Workshop, Course length: 11.50 hours, Language: English, Topic: Introduction to structural equation modeling

Videos & Materials

en  Structural Equation Modeling - Basic Concepts and Strategies

Speakers: Prof. Dr. Rolf Steyer, Dipl.-Psych. Friedrich Funke

Winter term 2001/2002, Workshop, Course length: 6.50 hours, Language: English, Topic: Introduction to structural equation modeling

Videos & Materials



Analysis of causal effects


en  Theory and analysis of conditional and average causal effects at the European Congress of Methodology [EAM 2018]

Speakers: Prof. Dr. Rolf Steyer

Summer term 2018, Workshop, Language: English, Topic: Analysis of causal effects

Description  •  Videos & Materials

en  Analysis of Total, Direct, and Indirect Effects in Experiments and Quasi-Experiments

Speakers: Prof. Dr. Rolf Steyer

Summer term 2010, Workshop, Course length: 11.75 hours, Language: English, Topic: Analysis of causal effects

Description  •  Videos & Materials

en  Analysis of Causal Effects with EffectLite, LISREL and/or Mplus (was held in Amsterdam)

Speakers: Prof. Dr. Rolf Steyer

Summer term 2009, Workshop, Course length: 11.50 hours, Language: English, Topic: Analysis of causal effects

Description  •  Videos & Materials

en  Introduction to the Analysis of Causal Effects with EffectLite, LISREL and Mplus

Speakers: Prof. Dr. Rolf Steyer, Dipl.-Psych. Norman Rose

Summer term 2007, Workshop, Course length: 11.75 hours, Language: English, Topic: Analysis of causal effects

Description  •  Videos & Materials

en  Basic Concepts of Statistical Inference for Causal Effects in Experiments and Observational Studies at the conference SMABS 2004

Speakers: Donald Rubin (Harvard University, USA)

Summer term 2004, Workshop, Course length: 6.25 hours, Language: English, Topic: Analysis of causal effects

Description  •  Videos & Materials

en  Statistical Inference for Causal Effects in Experiments and Observational Studies

Speakers: Prof. Dr. Rubin

Summer term 2002, Workshop, Course length: 6.50 hours, Language: English, Topic: Analysis of causal effects

Videos & Materials



Probability and regression


en  Regression Theory

Speakers: Prof. Dr. Rolf Steyer

Winter term 2002/2003, Course, Course length: 23.25 hours, Language: English, Topic: Probability and regression

Videos & Materials



Methods of evaluation research


en  Methods of Evaluation Research II: Probability and Causality

Speakers: Prof. Dr. Rolf Steyer

Summer term 2016, Course, Language: English, Topic: Methods of evaluation research

Description  •  Videos & Materials

en  Methods of Evaluation Research

Speakers: Prof. Dr. Rolf Steyer

Winter term 2015/2016, Course, Language: English, Topic: Methods of evaluation research

Description  •  Videos & Materials



Introduction to statistics for psychologists


en  Probability and Fundamentals of Inferential Statistics

Speakers: Prof. Dr. Rolf Steyer

Summer term 2016, Course, Language: English, Topic: Introduction to statistics for psychologists

Description  •  Videos & Materials



Theories of psychometric tests


en  ConQuest 2.0 at the conference SMABS 2004

Speakers: Mark Wilson (University of California, Berkeley, USA), Claus Carstensen (IPN, Kiel, Germany), Derek Briggs (University of Colorado at Boulder, USA)

Summer term 2004, Workshop, Course length: 0.75 hours, Language: English, Topic: Theories of psychometric tests

Description  •  Videos & Materials

en  Psychometric Test Theories

Speakers: Prof. Dr. Rolf Steyer

Winter term 2002/2003, Course, Course length: 26.50 hours, Language: English, Topic: Theories of psychometric tests

Videos & Materials



Other


en  Item-Response-Theory

Speakers: Prof. Dr. Rolf Steyer

Winter term 2016/2017, Course, Language: English

Videos & Materials

en  Latent Class Regression Analysis at the conference SMABS 2004

Speakers: Jeroen K. Vermunt (Tilburg University, The Netherlands)

Summer term 2004, Workshop, Course length: 5.75 hours, Language: English

Description  •  Videos & Materials