How do you determine whether a regression model is showing a case of redundancy?

What is the equation for a simple linear regression model with one independent variable (x) and one dependent variable (y)?

Illustrate the regression equation?

Pls help ASAP. Pls show all work.

The y-intercept in a linear regression model is always relevant and of interest to investigators for every model constructed.  True  False

What is the equation for a simple linear regression model with one predictor variable (x) and a response variable (y)?

What is regression R2 ? Explain both with formula and its meaning in a linear regression model? What does it mean if you have a low regression R2 ?

A 1 ROAA (%) Efficiency Ratio (%) 2 1.04 39.93 3 57.75 4 81.4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 0.68 7.27 1.08 0.72 0.92 0.79 1.04 1.76 1.07 1.37 0.93 0.66 1.72 1.5 0.59 2.12 1.11 1.45 1.06 B A 53.49 71.08 65.41 68.07 68.14 68.1 64.82 48.58 63.1 59.16 49.93 54.7 81.6 75.21 69.82 49.47 57.09 с Total Risk-Based Capital (%) 17.04 13.88 27.77 18.31 14.66 14.04 13.38 16.8 16.69 13.86 12 18.65 19.76 17.69 26.6 15.08 14.55 17.5 16.03 14.62 D E F G H |

Identify two ways in which multiple regression and logistic regression are similar; and two ways in which they differ.

How does utilizing linear regression benefit or help a business?