Advanced Statistical Concepts
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Authors
Booker-Zorigian, Belle
Lloyd, Carrie
Issue Date
2026-02-06
Type
Learning Object
Presentation
Presentation
Language
en
Keywords
Statistics , Advanced Statistics , SPSS , SPSS tutorials , Hypothesis testing , Bivariate correlation , Regression , T-Tests , Multiple linear regression , ANOVA , ANCOVA , MANOVA , Exploratory factor analysis , Non-parametric procedures
Alternative Title
Abstract
This is a record for a series of videos that are available on another platform. View the video series here: https://resources.nu.edu/adv-stats
Transcripts of video will be avaliable as downloadable files within this record. Transcripts are coming soon.
The Advanced Statistics video series includes 10 video lessons and SPSS tutorials focused on the following analyses techniques: (1) Examine data for errors and conduct descriptive statistics using SPSS (2) Examining the main steps of hypothesis testng (3) Analyzing data using bivariate correlation, regression, and t-tests (4) Conducting relationship and prediction analyses between multiple variables using multiple linear regression analyses (5) Analyzing effects between multiple variables using factorial ANOVA, ANCOVA, and MANOVA (6) Conducting Exploratory factor analysis (7) Analyzing data using non-parametric procedures.
Description
Purpose: Drs. Lloyd and Booker-Zorigian developed these 23 instructional videos to support doctoral students and faculty doing statistical analyses. In the videos, they discuss statistics concepts and provide a step-by-step SPSS tutorial of each analysis.