Course Overview
- Course Title: Statistical Concepts Explained and Applied in R
- Instructor: Lavinia Bleoca
- Target Audience:
- Students interested in statistical concepts
- Professionals seeking hands-on statistical analysis skills
- Academics and researchers needing robust statistical methods
- Prerequisites:
- Interest in thoroughly learning statistical concepts
- Access to a computer for coding along
Curriculum Highlights
- Key Topics Covered:
- Basic and advanced statistical theory
- Linear regression
- Multivariate regression
- ANOVAs
- Logistic and time analyses
- Statistical validity and testing
- Key Skills Learned:
- Performing simple and advanced statistical analyses in R
- Interpreting statistical results correctly
- Presenting results in academic papers or reports
- Achieving reproducible results
- Making accurate predictions based on regression results
- Dealing with real issues in statistical modeling
Course Format
- Duration: 5.5 hours on-demand video
- Format: Self-paced online course
- Resources:
- 1 article
- 9 downloadable resources
- Access on mobile and TV
- Certificate of completion