Biderman's PSY 5520 "Multilevel & Rasch Modeling" Course Materials

 

Recordings

Part 1

Part 2

Lecture Notes

Syllabus

Lecture 1 - Introduction to multilevel data

Lecture 2 - SPSS machinations needed for multilevel analyses

Lecture 3 - Basic two-level multilevel analyses.

Lecture 4 - Models with variable slopes

Lecture 4b - Centering

Lecture 5 - The FFROSH example

Lecture 6 - More Examples

Lecture 7 - Intro to Longitudinal Multilevel analyses

Lecture 8 - Between Subject factors in longitudinal analyses

Lecture 9 - Introduction to Rasch Modeling

Lecture 10 - Rasch Modeling Bond & Fox Ch 3,4

Lecture 11 - Rasch Modeling Bond & Fox Ch 5

Lecture 12 - Rasch Modeling Bond & Fox Ch 6

Lecture 13 - Grit vs Conscientiousness

Lecture 14 - jMetrik Intro - R/W  Scales

Lecture 15 - jMetrik - Summated (Likert) Scales

Lecture 16 - Differential Item Functioning using jMetrik & SPSS

Lecture 17 - Review

 

Homework Assignments

HA 01 - Manual multilevel

HA 02 - popular dataset

HA 03 - popular dataset again

HA 04 - Rieth data

HA 05 - Bridge data comparing Experimental vs Control Groups

HA 06 - Intro to Rasch Analysis

HA 07 - WPT Item Invariance

HA 08 - Conscientiousness item Invariance

HA 09 - RSE vs CESD

HA 10 - jMetrik test scoring

HA 11 - DIF using jMetrik and SPSS

 

Files for use in Homework Assignments

ALDA Alcohol2

Alda Ch 5 NLSY Wages pp.sav

Balanced Scale n203 wpt

BF Chapter 2 Data (save as .txt file after downloading)

BF Chapter 3 Data (as txt file; Do 'Save as...' from browser)

BondFoxChapter6E (save as .txt file after downloading)

BondFoxChapter6F (Save as .txt file after downloading)

BondFox Chapter6 FCONS (Save as .txt file after downloading)

BondFox Chapter6 HCONS (Save as .txt file after downloading)

BondFoxChapterBSWPT (save as .txt file after downloading)

BondFoxChapterRoWPT (save as .txt file after downloading)

BridgeData_Horiz3_110418

BridgeData_Vert_110320

Ch3H01.sav

Ch4threelevelurm.sav

external_pp.sav

jsp_728.sav

MergeFile1.sav

MergeFile2.sav

Rieth Subset01 110202

Wrensen 070114 for PSY 5950

Incentive Data WPT 150416

Valence NEO HEX Agr Items

popular10.sav

popular.sav

Sp16PS_RSE_CESD