jamovi

Dear ALL,

I have prepared a curriculum for introducing jamovi to the students (Arts and Humanities). Kindly suggest any changes. Thanking you in anticipation:

UNIT-II

Data Analysis Using R-based Statistical Analyses Tool - jamovi

Introduction to R, R studio

Level of Measurement & Data Variables

Types of statistical techniques

Introduction and Features of jamovi

Downloading and installing jamovi (solid & current version)

Navigating and Understanding User interface (UI)

Install, run, and navigate Jamovi and Jamovi Modules

Installing add-on modules into jamovi

Prepare data on jamovi: Importing from computer,

Changing data from one level to another

Save the Data Set

Importing and handling data

Updating data





UNIT-III

Using jamovi to undertake the following:

Cleaning And Restructuring Data in Spreadsheet software

Descriptive statistics

Distribution

Measures of central tendency:

mean,

median

mode

Measures of variability/ dispersion/ spread:

Standard deviation (SD)

Minimum and maximum values

Range,

Kurtosis,

Skewness

Relative position (quartiles, percentiles)

Normality test

Categorical Data Analysis

Tabulation

Frequency Tables

Contingency Tables

Pearson's Chi-Square (χ2) goodness of fit test

The Chi-Square (χ2) test of independence/association (two ordinal variables)

Correlation Analysis

Pearson r correlation (two continuous variables)

Spearman’s rank correlation (non-parametric) (two ordinal variables)

Kendall's tau correlation (non-parametric)

Correlation Matrix

UNIT-IV

Inferential Statistics



Reliability Analysis


t-tests (Statistical Significance)

The one-sample z-test

The one-sample t-test

The independent samples t-test

The paired-samples t-test


C. ANOVA (Analysis of Variance)

One-way ANOVA

Within-groups (Repeated measures) ANOVA



D. Simple Linear Regression



Other Non-parametric Tests (Non-Normal Data)

Mann-Whitney U-test/ Wilcoxon Rank Sum test (Independent samples)

Kruskal-Wallis H-test (For paired groups)

Friedman test



Data visualization & Other Useful Options

Histograms

Bar graphs

Boxplots

Q-Q Plots

Scatterplots

Pareto charts

Saving image files using jamovi

Running jamovi in R Syntax Mode: Rj module

jamovi library: Downloading/Installing additional Modules
Exporting Data Analysis Results in APA Style

Citing jamovi

Quitting jamovi

How is each unit taught? In one go or over several, discrete sessions? My main thought is there is an awful lot of content squeezed into each unit - particularly for students that may be unlikely to have used statistics in their previous undergraduate degree...