Certificate in Statistical Analysis for Social Sciences
-- viewing nowThe Certificate in Statistical Analysis for Social Sciences is a comprehensive course that equips learners with essential skills in statistical analysis for social science research. This program is critical for individuals pursuing careers in social sciences, as it provides the necessary tools to analyze and interpret complex data sets.
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Course Details
• Introduction to Statistical Analysis: Basic concepts, terminology, and techniques used in statistical analysis.
• Data Collection Methods: Surveys, experiments, observational studies, and secondary data sources.
• Data Cleaning and Preparation: Data wrangling, data imputation, outlier detection, and data transformation.
• Descriptive Statistics: Measures of central tendency, dispersion, skewness, and kurtosis.
• Inferential Statistics: Hypothesis testing, statistical significance, and confidence intervals.
• Correlation Analysis: Pearson's correlation, Spearman's rank correlation, and partial correlation.
• Regression Analysis: Simple and multiple linear regression, logistic regression, and regression diagnostics.
• Analysis of Variance (ANOVA): One-way and two-way ANOVA, repeated measures ANOVA, and factorial designs.
• Nonparametric Statistics: Mann-Whitney U test, Wilcoxon signed-rank test, and Kruskal-Wallis test.
• Exploratory Data Analysis (EDA): Data visualization and data mining techniques for social science research.
Career Path
Entry Requirements
- Basic understanding of the subject matter
- Proficiency in English language
- Computer and internet access
- Basic computer skills
- Dedication to complete the course
No prior formal qualifications required. Course designed for accessibility.
Course Status
This course provides practical knowledge and skills for professional development. It is:
- Not accredited by a recognized body
- Not regulated by an authorized institution
- Complementary to formal qualifications
You'll receive a certificate of completion upon successfully finishing the course.
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