Simple Linear Regression Analysis ( A Complete Course )

799 students enrolled

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Course covers everything that Statistics students want to gain from regression analysis

799 students enrolled

What Will I Learn?

- Regression Analysis
- Examples of Regression
- Examples with Interpretation
- Graphic Explanation
- Properties of Regression analysis
- Standard Error of Estimate
- Coefficient of determination
- Interpretation of coefficient of determination
- Prediction in regression analysis
- Interpolation vs Extrapolation
- Properties of coefficient of correlation
- Relationship between Coefficient of Correlation , Determination and S.E
- Test the significance of coefficient of correlation
- Testing of hypothesis about regression coefficient
- Examples of testing of hypothesis about regreession coefficient
- F.test for slope
- Confidence interval and prediction interval
- Examples of confiddence interval and prediction interval
- Learn the theoratically and numerically concepts of Regression
- How to calculate numericals of Regression
- Explained Variations , The Format for ANOVA table
- Correlation and Causation
- Co-variance
- Total Variation, Explained Variation and Unexplained Variation
- Also include downloadable material in the form of PDF files . Each section consists of PDF Files

Requirements

- An Open Mind and Commitment
- Interest in Statistics
- Basic knowledge of statistics

Description

Welcome to the course on** "Simple Linear Regression Analysis ( A Complete Course )" **This course covers running and evaluating linear regression models (simple linear regression) including assessing the overall quality of models and interpreting individual predictors for significance with PDF files and complete exercises that consists of examples and concepts . We also explore R-Square in depth, including how to interpret R-Square for significance. Together with in-depth coverage of simple regression, we'll also explore correlation, which is closely related to regression analysis. By the end of this course you will be skilled in running and interpreting your own linear regression analyses, as well as critically evaluating the work of others. Lectures provided in HD video .While you can be confident that you are getting accurate information with Quantitative Specialists,

**You will Learn**

- Standard Error of Estimate
- Coefficient of determination
- Interpretation of coefficient of determination
- Relationship between Coefficient of Correlation , Determination and S.E
- Test the significance of coefficient of correlation
- Testing of hypothesis about regression coefficient
- Examples of testing of hypothesis about regreession coefficient
- F-test for slope and many more concepts.
- Also downloadable material .

we also make it our highest priority in creating crystal-clear, easy-to-follow videos. Be confused by regression no longer -- Enroll Today!

Who is the target audience?

- Statistics Students can take this course
- Who want to learn Regression Analysis
- Students taking a Statistics course that need some extra help.
- Accounting Students
- Finance Students
- This course is ideal for those who have interest in learning

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About the Instructor

Instructor at Udemy