Advanced Statistical Analysis with R
This course is part of Statistical Analysis in R.
Course Cost
₹ 26,841
Intermediate
Skill Level
6 Weeks
Self-paced lessons
This advanced course, part of the Statistical Analysis in R professional certificate, extends beyond basic linear regression to cover complex statistical modeling scenarios. Students learn to analyze binary, count, and categorical response variables using Generalized Linear Models (GLMs) and explore hierarchical experimental designs. The course balances theoretical understanding with practical R programming implementation, covering topics from exploratory data analysis to power analysis and experimental design. Emphasis is placed on understanding when and how to apply different statistical methods effectively.
What you'll learn
Implement advanced data visualization techniques using R
Apply Generalized Linear Models for different response variables
Develop mixed effects linear regression models
Conduct power analysis for experimental design
Perform multivariate analysis using various GLM types
Evaluate model assumptions and diagnostics
Handle missing data in statistical analysis
Select appropriate statistical models for different scenarios
Skills you'll gain
This course includes:
PreRecorded video
Graded assignments, Exams
Access on Mobile, Tablet, Desktop
Limited Access access
Shareable certificate
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Module Description
The course provides comprehensive coverage of advanced statistical modeling techniques using R. Topics include exploratory data analysis, generalized linear models for various response types (binary, count, categorical), mixed effects linear regression models, and power analysis. Students learn both theoretical foundations and practical implementation through R programming, with emphasis on model selection, diagnostics, and interpretation. The curriculum includes hands-on practice with real-world data analysis scenarios.
Fee Structure
Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Statistical Analysis in R
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Faculties
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
Frequently asked Questions
Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.




