Assignment: Regression Analysis

Regression Analysis Report:
Introduction: The aim of this assignment is to interpret the findings of the regression analysis done on SPSS. In our data set, there are total 7 variable out of which there is one dependent variable named “liked” and 6 independent variables named picture, link, hashtag, product, ugc and deal.
Analysis for the model: The first step in the regression analysis is to check the significance of the model. That is whether the model is statistically significant or not. For this kind of test, we always use ANOVA test. The output of the ANOVA test is given as follows:
The f-ratio for the test is 3.822 and the p-value for the model is calculated as 0.002. Here, level of significance is not mentioned. So, we consider it as 0.05. As the p-value is less than the level of significance that is (0.002 < 0.05). Thus, the null hypothesis is rejected and we concluded that the model is...