Multinomial Logistic Regression of increase use of bike in the next 12 months in Puerto Madryn – Analysis factor: Social Agreement

Table with Multinomial Logistic Regression of increase use of bike in the next 12 months (dependent) with social agreement (factors). In the experiment, the dependent variable was chosen to be the potential increment in the use of bike in the next 12 months and the factors were the cycling social approval of different membership groups.<br><br>The goal of multinomial logistic regression is to construct a model that explains the relationship between the explanatory variables (namely also <i>independent</i> or <i>factors</i>) and the outcome (<i>dependent)</i>, so that the outcome of a new "experiment" can be correctly predicted for a new data point for which the explanatory variables, but not the outcome, are available. In the process, the model attempts to explain the relative effect of differing explanatory variables on the outcome.