Postgraduate Certificate in Strategic SPSS Analysis
-- ViewingNowThe Postgraduate Certificate in Strategic SPSS Analysis is a comprehensive course designed to equip learners with advanced skills in data analysis using SPSS. This certification is crucial in today's data-driven world, where businesses increasingly rely on data-based decision-making.
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โข Unit 1: Introduction to SPSS: Overview of SPSS, its uses, and interface exploration
โข Unit 2: Data Preparation: Data cleaning, recoding, and managing missing values
โข Unit 3: Descriptive Statistics: Measures of central tendency, dispersion, and correlation
โข Unit 4: Inferential Statistics: Hypothesis testing, t-tests, and ANOVA
โข Unit 5: Regression Analysis: Simple and multiple linear regression, model assumptions
โข Unit 6: Factor Analysis: Exploratory factor analysis, component matrix, and rotation methods
โข Unit 7: Discriminant Analysis: Mahalanobis distances, stepwise discriminant analysis
โข Unit 8: Cluster Analysis: Hierarchical clustering, K-means clustering, and dendrograms
โข Unit 9: Logistic Regression: Binary logistic regression, Hosmer-Lemeshow test, and odds ratios
โข Unit 10: Advanced Topics: Multivariate analysis, structural equation modeling, and predictive analytics
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