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
jamovi curriculum at Pre-PhD Course Work at University
Re: jamovi curriculum at Pre-PhD Course Work at University
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...