How is the P-value computed in multiple linear regression analysis? (Communities - Education)

Item ID 2617257 in Category: Communities - Education

How is the P-value computed in multiple linear regression analysis?
In multiple linear regression analysis, the p-value for each independent variable is computed using a hypothesis test, most often the t-test. The formula requires dividing the coefficient estimate for each independent variable by its standard error. This ratio has a t-distribution with degrees of freedom equal to the sample size less the number of independent variables. The p-value indicates the likelihood of seeing a t-statistic that is as severe as, or more extreme than, the computed value under the null hypothesis (no influence of the independent variable). Lower p-values indicate more evidence against the null hypothesis, implying a meaningful association. Blog of SAS, Clinical SAS, Power BI, Data Science, Python, R India (saspowerbisasonlinetraininginstitute.in)
Related Link: Click here to visit item owner's website (0 hit)

Target State: Ohio Target City : Pune Last Update : May 07, 2024 3:50 AM Number of Views: 55	Item Owner : durga gupta Contact Email: Contact Phone: +917755910537

Friendly reminder: Click here to read some tips.

2024-11-15 (0.466 sec)