Undergraduate Certificate in Research Statistics

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The Undergraduate Certificate in Research Statistics is a crucial course that equips learners with essential skills in statistical analysis for research. This program is significant in today's data-driven world, where the ability to interpret and apply statistical methods is highly sought after in various industries.

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The course covers key topics including data analysis, probability, statistical inference, and experimental design. These skills are vital for making informed decisions, evaluating research findings, and driving innovation. By completing this certificate, learners will be able to demonstrate a strong foundation in research statistics, making them attractive candidates for career advancement opportunities. With the increasing demand for data-literate professionals, this certificate course is an excellent way to enhance one's skillset and stay competitive in the job market. Whether you're a current student or a working professional, this program will provide you with the essential tools and knowledge to succeed in a variety of fields, including healthcare, business, and technology.

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โ€ข Introduction to Research Statistics: Basic concepts and principles in statistics, data collection and analysis, and interpretation of results.
โ€ข Descriptive Statistics: Measures of central tendency and dispersion, frequency distributions, graphical representation of data.
โ€ข Probability Theory: Concepts of probability, conditional probability, independent events, and Bayes' theorem.
โ€ข Inferential Statistics: Hypothesis testing, confidence intervals, significance level, p-values.
โ€ข Regression Analysis: Simple and multiple linear regression, correlation analysis, residual analysis.
โ€ข Analysis of Variance (ANOVA): One-way and two-way ANOVA, factorial designs, repeated measures.
โ€ข Nonparametric Statistics: Rank-based tests, nonparametric regression, Kruskal-Wallis and Wilcoxon tests.
โ€ข Sampling Techniques: Probability and non-probability sampling, stratified sampling, cluster sampling.
โ€ข Data Visualization: Data presentation using charts, graphs, and plots, effective communication of research findings.

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็คบไพ‹่ฏไนฆ่ƒŒๆ™ฏ
UNDERGRADUATE CERTIFICATE IN RESEARCH STATISTICS
ๆŽˆไบˆ็ป™
ๅญฆไน ่€…ๅง“ๅ
ๅทฒๅฎŒๆˆ่ฏพ็จ‹็š„ไบบ
London School of International Business (LSIB)
ๆŽˆไบˆๆ—ฅๆœŸ
05 May 2025
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