Welcome to my course on "Statistics Concepts-Multiple Regression" This course covers running and evaluating multiple regression models as well as simple linear regression model including assessing the overall quality of models and interpreting individual predictors for significance with PDF Files . 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 While you can be confident that you are getting accurate information with Quantitative Specialists,
You will Learn
Basic concepts of Multiple Regression like definitions and basic understanding
Interpret the estimated regression coefficient?
What is Multiple Regression?
Complete understanding of its basics . And the explanation of the Multiple Regression Model with formulas and its abbrevations.
Estimation of Multiple Linear Regression Model with Two Explanatory Variables by Using Least Squares Principle with examples:
The multiple linear regressions model with two explanatory variables is given:
Fit a least square regression equation of Y on and give the economic meaning..................... of your estimate.?
With model and its explanatory variables.
They will learn what is standard error of estimate and also learn the methods to Compute the standard error of estimate with examples .
Complete understanding with basics
They will learn what is Multiple Standard Error of estimate?
Learn the methods to Compute the Multiple Standard Error of estimate with examples .
Including numerically examples , A complete understanding
Indicates that ----% of the variation in-----which is explained by its linear relationship with ----?
In this lecture you can download PDF files from the resources , I Added materials for your knowledge and for practice that consists of examples and exercises
Carry out the necessary computation to obtain the least-squares estimates of the parameters in the multiple regressions model to find coefficient of multiple determination .
Learn the methods to Compute the Adjusted Coefficient of Multiple Determination with examples .
How to find Adjusted Coefficient of Multiple Determination?
I have Specialization in Statistics , Finance and also teach Economics , Statistics and Mathematics to students in an academy and now I have started to teach online . I also hold
Now I want to teach online and I'm very passionate about it.
I teach Economics, Mathematics, Statistics, Finance and English. Now i'm creating courses online in all these subjects.
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