Sachin Yadav Bodke, a research scholar from IEOR, attended the lectures on Statistical Techniques for Research Methodology (STRM) at the workshop organized by the “Indian Statistical Institute, SQC & OR Unit, Mumbai” from Dec. 13 to Dec. 17, 2022. It was an online workshop, and the experienced faculty at Indian Statistical Institute taught the following topics;
- Research Methodology and Statistical Techniques
- Types of data
- Descriptive Statistics
- Sampling strategies
- Probability and Probability Distribution
- Variation and modeling variation using a Probability distribution
- Hypothesis Testing like t-test, F-test, ANOVA, ANCOVA
- Categorical Data Analysis: Contingency tables, odds, and odds ratio
- Predictive modeling using Simple, Multiple linear, and Logistic regressions
- Multivariate (PCA, Factor, and Cluster) analysis.
The five-day workshop was designed so the participants could frame hypotheses, design a data collection plan, comprehend the role and relevance of the tools for data analysis and inference, and use software packages like R-studio in data analysis.
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