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2020_TWO-PHDMAC730-Advanced Topics in M-PHM2
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Advanced Topics in Multilevel Modelling
Course Evaluation
PHDMAC730 Student Version (17012021)
Assessment Summary
Course Expectations
PHDMAC730 Course information sheet
Announcements
General Discussion
Hierarchical Linear Models - Raudenbush & Bryk
My SPSS Tutorials
Student Consultancy [research]
Class videos channel
Week 1 - Introduction to HLMs
Week 1 Class Video
Week 1 - Introduction to HLMs
Raudenbush (2002) Chapter 1
Week 2 - The Logic of HLMs
Week 2 Class Video
Week 2 - The logic of HLMs
Raudenbush (2002) Chapter 2
Week 3 - Estimation and Hypothesis Testing
Week 3 Class Video
Week 3 - Estimation and Hypothesis Testing
Raudenbush (2002) Chapter 3
Week 3 Example UAE PISA data.sav
Week 3 UAE data.dat
Week 3 example null
Week 3 example ANCOVA
Week 3 example full
Week 4 - An Illustration
Week 4 Class Video
Week 4 - Example and Workshop
Raudenbush (2002) Chapter 4
PISA 2015 datasets
Countries codebook
1-5. Combined PhD example week 4[UAE]
Week 4 student demo
Week 4 student null
Week 5 - Applications in Organizational Research
Week 5 Class Video
Week 5 - Applications in Organisational Research [2021]
Raudenbush (2002) Chapter 5
Week 4 student full
Week 4 student full FIML
Week 6 - Applications in the Study of Individual Change
Week 6 - Applications in the Study of Individual Change
Raudenbush (2002) Chapter 6
Two-level Hierarchical Linear Modelling
Assignment 1 rubric v2.0
PhD Assignment1 UAE data
Example format for results table
Model fit calculation AIC+BIC
Week 7 - Three Level Models
Week 7 Class Video
Week 7 - Three Level Models
Raudenbush (2002) Chapter 8
1-5. Combined PhD 3level example week 7
Week 7 null model
Week7 level1 only model
Week7 Full model
Week7 Full model FIML
Week 8 - Assessing the Adequacy of HLMs
Week 8 Class Video
Week 8 - Assessing the Adequacy of HLMs
Raudenbush (2002) Chapter 9
Normal Prob Plot model residuals
Week 8 example full.inp
week 8 example full.out
Week 8 UAE data.dat
Week 9 - Mplus Lab I
Week 9 - IEA DB for correlations
Week 9 - Residual Plots with Mplus
Week 10 - Mpus Lab II
Week 10 - Assignment Tips
Model fit calculation AIC+BIC
Assignment 2 rubric v1.0
Three-level Hierarchical Linear Modelling
Week 11 - Hierarchical Generalized Linear Models
Week 11 - Hierarchical Generalized Linear Models
Raudenbush (2002) Chapter 10
Ahmed 2018
Cairns 2020
STEM UAE.sav
STEM.dat
Null Model
Level1 Model.inp
Full Model
Logistic regression calcs
Week 12 - Models for Cross-classified Random Effects
Week 12 - Moderation and cross level moderation
1-5. Assignment 3.sps
Assign3.dat
Full model.inp
Full model+interaction.inp
Week 13 - Estimation Theory
Raudenbush (2002) Chapter 14
Week 13 - Estimation theory
Week 15 - Mplus Lab III
Assessment 3 task description
Assignment 3 rubric v2.0
HLM Study
Cairns 2019
Cairns 2017
Areepattamannil 2012
Cairns 2020
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Course info
2020_TWO-PHDMAC730-Advanced Topics in M-PHM2
Teacher:
Shaljan Areepattamannil
Teacher:
Dean Cairns
Teacher:
Patricia Fidalgo
Teacher:
Ieda Santos
Skill Level
:
Beginner
