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Course Outline

  • Overview
  • Data Sources & Materials
  • Statistical Principles
  • Data Input: Entering Data in SPSS
  • Navigating File Formats in SPSS
  • Data Transformation in SPSS: RECODE and Related Functions
  • Descriptive Statistics with SPSS
  • Advanced Descriptive Statistics in SPSS
  • Independent Samples t-test: Comparing Means of Two Independent Groups
  • Paired Samples t-test: Assessing Differences Between Related Group Means
  • One-Way ANOVA: Comparing Means Across More Than Two Groups
  • Linear Regression: Analyzing the Impact of One Independent Variable on One Dependent Variable
  • Multiple Regression: Evaluating the Combined Impact of Multiple Independent Variables on One Dependent Variable
  • Hierarchical Regression Analysis
  • Exploratory Factor Analysis
  • Chi-Square Test
  • Reliability Analysis
  • Data Visualization and Graphical Reporting in SPSS
  • Logistic Regression
  • Moderation and Mediation Analysis Using the PROCESS Macro
  • General Linear Model (GLM) & Generalized Linear Model (GLIM)
  • One-Way Repeated Measures ANOVA
  • Correlation Analysis
  • Measures of Association
  • Troubleshooting SPSS
  • ANCOVA: One-Way Analysis of Covariance
  • MANOVA (Multivariate Analysis of Variance)
  • Python for SPSS Users
  • Ratio Statistics in SPSS
  • TURF Analysis in SPSS
  • Advanced Data Visualization in SPSS
  • Survival Analysis
  • Meta-Analysis
  • Assignments

Requirements

  • This curriculum was developed specifically for government professionals, requiring no prior exposure to SPSS or statistical concepts. The instruction comprehensively addresses both theoretical frameworks and practical applications.
  • Participants must provide their own licensed copy of the SPSS software to complete the hands-on exercises outlined in this program.
 35 Hours

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