Ian Ruginski
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Discrete & Continuous Time: Concepts, Models, & Interpretations
Table of Contents Introduction Discrete and Continuous Time (flow) in Dynamical Systems Discrete Time: Autoregressive models …
Ian Ruginski
,
Devin Gill
Last updated on Oct 28, 2019
13 min read
autoregressive models
,
time based modeling
,
dynamical systems
,
R
Structural Equation Modeling in R Tutorial 8: Introduction to Stacked Models and Factorial Measurement Invariance Testing
Table of Contents Data Input Stacked Models in Lavaan Model Comparison Using lavaan Made for Jonathan Butner’s Structural …
Ian Ruginski
Last updated on Oct 29, 2019
13 min read
structural equation modeling
,
measurement
,
R
,
lavaan
Structural Equation Modeling in R Tutorial 7: Full Structural Equation Modeling
Table of Contents Data Input Structural Equation Modeling Using lavaan: Measurement Model Structural Equation Modeling Using lavaan: …
Ian Ruginski
Last updated on Oct 29, 2019
14 min read
structural equation modeling
,
measurement
,
R
,
lavaan
Structural Equation Modeling in R Tutorial 6: Confirmatory Factor Analysis using lavaan in R
Table of Contents Data Input Confirmatory Factor Analysis Using lavaan: Factor variance identification Model Comparison Using lavaan …
Ian Ruginski
Last updated on Oct 29, 2019
14 min read
structural equation modeling
,
confirmatory factor analysis
,
data reduction
,
measurement
,
R
,
lavaan
Structural Equation Modeling in R Tutorial 5: Exploratory Factor Analysis using psych in R
Table of Contents Data Input Scree Plot and Parallel Analysis Minimum Average Partial Factor Extraction Orthogonal Rotation Using …
Ian Ruginski
Last updated on Oct 29, 2019
15 min read
structural equation modeling
,
exploratory factor analysis
,
data reduction
,
measurement
,
R
,
lavaan
Structural Equation Modeling in R Tutorial 4: Introduction to lavaan using path analysis
Table of Contents Data Input Introduction to Lavaan Inspecting matrices when things go wrong Modeling in Lavaan Using a Covariance …
Ian Ruginski
Last updated on Oct 28, 2019
13 min read
structural equation modeling
,
regression
,
path analysis
,
R
,
lavaan
Structural Equation Modeling in R Tutorial 3: Path Analysis using R
Table of Contents Data Input Path Models Models Using Q and W Indices Made for Jonathan Butner’s Structural Equation …
Ian Ruginski
Last updated on Oct 28, 2019
5 min read
structural equation modeling
,
regression
,
path analysis
,
R
Structural Equation Modeling in R Tutorial 2: Matrix algebra using R
Table of Contents Data Input Creating Matrices and Vectors Operations Using Matrices Made for Jonathan Butner’s Structural …
Ian Ruginski
Last updated on Oct 28, 2019
7 min read
structural equation modeling
,
regression
,
matrix algebra
,
R
Structural Equation Modeling in R Tutorial 1: Two predictor regression using R
Table of Contents Data Input and Cleaning Create and Export a Correlation Matrix Multiple Regression Using Multiple Regression to …
Ian Ruginski
Last updated on Oct 28, 2019
14 min read
structural equation modeling
,
regression
,
matrix algebra
,
R
Checking the Assumptions of Linear Regression
Table of Contents Introduction Major assumptions of regression Checking the assumption of linearity Checking the assumption of …
Ian Ruginski
Last updated on Oct 28, 2019
23 min read
regression
,
model assumptions
,
R
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