Graduate Certificate in Applied Statistics Using SPSS
-- ViewingNowThe Graduate Certificate in Applied Statistics Using SPSS is a career-advancing course designed to equip learners with essential data analysis skills. This program covers fundamental statistical theories and their practical applications using SPSS, a widely-used software in the industry.
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โข Introduction to Applied Statistics: Basic concepts and principles in statistics, data collection and analysis methods.
โข Data Analysis with SPSS: Overview of SPSS, data management, exploration, and visualization.
โข Descriptive Statistics: Measures of central tendency, dispersion, and association, frequency distributions, graphical representation of data.
โข Inferential Statistics: Hypothesis testing, confidence intervals, t-tests, ANOVA, chi-square tests.
โข Regression Analysis: Simple and multiple linear regression, model building, evaluation, and interpretation.
โข Analysis of Variance: One-way and two-way ANOVA, factorial analysis, repeated measures design.
โข Multivariate Analysis: Factor analysis, discriminant analysis, cluster analysis, multiple correspondence analysis.
โข Nonparametric Statistics: Mann-Whitney U test, Wilcoxon signed-rank test, Kruskal-Wallis test, Friedman test.
โข Survival Analysis: Kaplan-Meier survival estimates, Cox proportional hazards models, log-rank tests.
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