Understanding quantitative data in educational research /
Nicoleta Gaciu.
- xii, 356 pages : illustrations ; 23 cm.
Includes bibliographical references and index.
Part 1 Understanding quantitative data and R -- Introduction to information, knowledge and quantitative data -- An introduction to R and RStudio -- Part 2 Data visualization -- Graphical representation of data -- Part 3 Providing information about data -- Descriptive statistics -- Measures of dispersion and distributions -- Normal distribution and standardised scores -- Part 4 Making estimations and predictions from data -- Fundamentals of inferential statistics -- Estimation and hypothesis testing -- Part 5 From sample to population -- One-sample tests -- Differences between two independent or dependent samples -- Differences between more than two independent samples -- Differences between more than two dependent samples -- Part 6 Relationships and predictions -- Relationships between variables -- Predictions for independent and dependent variables.
9781473982154
Education. Research data processing. Quantitative research. R (Computer program language).