Fixed effects regression with longitudinal data: Least-squares dummy variable approach using SPSS

This video demonstrates how you can perform regression analysis involving panel data using SPSS. Specifically, I demonstrate use of the least-squares dummy variable (LSDV) approach to address clustering in your data and then demonstrate the use of an SPSS macro for obtaining cluster-robust standard errors and tests. Links to SPSS data files: https://drive.google.com/file/d/1MJ8p... https://drive.google.com/file/d/1oTbq... Link to Powerpoint: https://drive.google.com/file/d/1zil4... Link to Huang and Li (2022) article: https://link.springer.com/article/10.... Link to Github to download macro: https://github.com/flh3/CR2/tree/mast... LINK TO VIDEO DEMONSTRATING INSTALLATION OF MACRO:    • Installing Huang's (2020) SPSS macro for c...  

Basic introduction to multiple regression using RStudio (Jan 2024)
▶︎

Basic introduction to multiple regression using RStudio (Jan 2024)

Lecture 13   Panel Data
▶︎

Lecture 13 Panel Data

Regression in SPSS with an ordered categorical variable following sequential recoding (May 2024)
▶︎

Regression in SPSS with an ordered categorical variable following sequential recoding (May 2024)

VIDEO STATISTIK
▶︎

VIDEO STATISTIK

Data Modeling for Power BI [Full Course] 📊
▶︎

Data Modeling for Power BI [Full Course] 📊

MATH106MStatsICh2Sec1
▶︎

MATH106MStatsICh2Sec1

Chi square test of association for 2 x 2 contingency table in SPSS (April 2024)
▶︎

Chi square test of association for 2 x 2 contingency table in SPSS (April 2024)

Multilevel modeling with longitudinal data in RStudio (Example from Hox et al., 2018)
▶︎

Multilevel modeling with longitudinal data in RStudio (Example from Hox et al., 2018)

HOMILÍA DE HOY | DIOS AYÚDAME A CONFIAR AUNQUE NO ENTIENDA NADA | PADRE FREDDY BUSTAMANTE
▶︎

HOMILÍA DE HOY | DIOS AYÚDAME A CONFIAR AUNQUE NO ENTIENDA NADA | PADRE FREDDY BUSTAMANTE

Web Scraping for Beginners –  Extract Data with an API
▶︎

Web Scraping for Beginners – Extract Data with an API

Econometrics - Within Variation and Fixed Effects
▶︎

Econometrics - Within Variation and Fixed Effects

What do tech pioneers think about the AI revolution? - The Engineers, BBC World Service
▶︎

What do tech pioneers think about the AI revolution? - The Engineers, BBC World Service

Multilevel path analysis using lavaan and RStudio (video 1: includes test of Level 2 mediation)
▶︎

Multilevel path analysis using lavaan and RStudio (video 1: includes test of Level 2 mediation)

Regression Analysis | Full Course 2025
▶︎

Regression Analysis | Full Course 2025

START YOUR TUESDAY WITH FAITH | TODAY GOD IS GIVING YOU UNEXPECTED OPPORTUNITIES | FATHER FREDDY ...
▶︎

START YOUR TUESDAY WITH FAITH | TODAY GOD IS GIVING YOU UNEXPECTED OPPORTUNITIES | FATHER FREDDY ...

Why the Philippines’ Birth Rate Is Crashing Faster Than Japan | AB Explained
▶︎

Why the Philippines’ Birth Rate Is Crashing Faster Than Japan | AB Explained

Power BI Data Modeling Crash Course Learn Fast and Build Smarter Models! Full Course
▶︎

Power BI Data Modeling Crash Course Learn Fast and Build Smarter Models! Full Course

Multinomial logistic regression using SPSS (July, 2019)
▶︎

Multinomial logistic regression using SPSS (July, 2019)

START MONDAY WITH FAITH | LORD STRENGTHEN MY HEART FOR WHAT IS TO COME | FATHER FREDDY BUSTAMANTE
▶︎

START MONDAY WITH FAITH | LORD STRENGTHEN MY HEART FOR WHAT IS TO COME | FATHER FREDDY BUSTAMANTE

Computing Clopper-Pearson confidence intervals for proportions using SPSS (Q1, 2024)
▶︎

Computing Clopper-Pearson confidence intervals for proportions using SPSS (Q1, 2024)