Statistical Videos & Tutorials

This Statistics Guide provides you through basic of quantitative analysis.

This tutorial is an Introduction to Statistics. It overviews the various statistical analyses in the social sciences. It distinguishes between descriptive and inferential statistics, discusses factors for choosing an analysis procedure, and identifies the difference between parametric and nonparametric procedures.

This tutorial focuses on variables. It the definition of a variable, the types of variables, and the levels of measurement.

This tutorial also focuses variables, identifying variables; that is, labeling them as independent, dependent, predictors, criterion, etc.

This tutorial focuses provides an overview on hypothesis testing.

For a longer and more in-depth minute videos on this topic, watch these two videos- Part 1 and Part 2. Also, watch the video on Research Questions.

This tutorial focuses on choosing the correct number of hypotheses.

This tutorial focuses on effect size.

This tutorial focuses on statistical power.

This tutorial focuses on choosing a statistical analysis.

This tutorial focuses on how to conduct a Bivariate Correlation analysis in SPSS. Download the data file here. For more on this analysis, watch the Bivariate Correlation video.

This tutorial focuses on how to conduct a Partial Correlation analysis in SPSS. Download the data file here.

This tutorial focuses on how to conduct a Bivariate Regression analysis in SPSS. Download the data file here.

For more on this analysis, watch the Bivariate Regression video.

This tutorial focuses on how to conduct an Independent t-test analysis in SPSS. Download the data file here.

For more on this analysis, watch the t-test video.

This tutorial focuses on how to conduct a Paired Samples [Dependent] t-test analysis in SPSS. Download the data file here.

For more on this analysis, watch the t-test video.

This tutorial focuses on how to conduct a One-Way ANOVA analysis in SPSS. Download the data file here.

For more on this analysis, watch the One-Way ANOVA video.

This tutorial focuses on how to conduct a Logistic Regression analysis in SPSS. Download the data file here.

This tutorial focuses on how to interpret and report the SPSS output for a Logistic Regression.

This tutorial focuses on how to conduct a Repeated-Measures [Within-Group] ANOVA analysis in SPSS. Download the data file here.

The Data

Descriptive Data
Independent t Test Data
Paired Sample (Dependent) t Test Data
Correlational Data (for the bivariate correlation, bivariate regression, and the partial correlation videos)
One-Way Analysis Data
Repeated Measures Analysis of Variance Data
Logistic Regression Data

(All files are SPSS .sav files. Right-click and choose Save As to download)

The Doctoral Journey You Tube Channel

Visit The Doctoral Journey YOUTUBE channel to see more videos about research and analysis.