SPSS data analysis made easy. Become an expert in advanced statistical analysis with SPSS. 100% off this SPSS for Data Analysis: SPSS Course for Research Udemy course. Save $49.99 by taking the course via the link on this page.
Course creator: Bogdan Anastasiei
Original price: $49.99
Coupon validity: 10/07/2021
This course includes:
- 14 hours on-demand video
- 1 article
- 53 downloadable resources
- Full lifetime access
- Access on mobile and TV
- Certificate of completion
What you’ll learn
- perform simple operations with data: define variables, recode variables, create dummy variables, select and weight cases, split files
- built the most useful charts in SPSS: column charts, line charts, scatterplot charts, boxplot diagrams
- perform the basic data analysis procedures: Frequencies, Descriptives, Explore, Means, Crosstabs
- test the hypothesis of normality (with numeric and graphic methods)
- detect the outliers in a data series (with numeric and graphic methods)
- transform variables
- perform the main one-sample analyses: one-sample t-test, binomial test, chi-square for the goodness of fit
- perform the tests of association: Pearson and Spearman correlation, partial correlation, chi-square test for association, log-linear analysis
- execute the analyses for means comparison: t-test, between-subjects ANOVA, repeated-measures ANOVA, nonparametric tests (Mann-Whitney, Wilcoxon, Kruskal-Wallis etc.)
- perform the regression analysis (simple and multiple regression, sequential regression, logistic regression)
- compute and interpret various types of reliability indicators (Cronbach’s alpha, Cohen’s kappa, Kendall’s W)
- use the data reduction techniques (multidimensional scaling, principal component analysis, correspondence analysis)
- use the main grouping techniques (cluster analysis, discriminant analysis)