please help me ### Table: Regression Analysis ResultsThis table presents the results of a regression analysis, showcasing the relationships between different variables. The table includes columns for the variable, coefficients, standard error, T statistic, and p-value.- **Variable** - **Intercept** - Coefficient: 11.144293 - Standard Error: 7.196818 - T Statistic: 1.55 - p-Value: 0.1248 - **Revenue** - Coefficient: 0.6787574 - Standard Error: 0.321135 - T Statistic: 2.11 - p-Value: 0.0372 - **Efficiency** - Coefficient: 0.8446421 - Standard Error: 0.077995 - T Statistic: 10.83 - p-Value: <0.0001### Explanation- **Coefficients**: Indicate the change in the dependent variable for a one-unit change in the independent variable, holding other variables constant.- **Standard Error**: Measures the accuracy of the coefficients' estimates.- **T Statistic**: Used to determine if a coefficient is significantly different from zero.- **p-Value**: Assesses the significance of the results. A lower p-value (< 0.05) suggests strong evidence against the null hypothesis, indicating that the variable is a significant predictor. In this analysis:- The Revenue variable's coefficient is 0.6787574 with a p-value of 0.0372, suggesting a statistically significant positive effect.- The Efficiency variable's coefficient is 0.8446421 with a highly significant p-value of <0.0001. This table helps in understanding the impact each independent variable has on the outcome of the model. A nonprofit analyst seeks to determine which variables should be used to predict nonprofit charitable commitment, a nonprofit organization's commitment to its charitable purpose. Two independent variables under consideration are Revenue, a measurement of total revenue, in billions of dollars, as a measure of nonprofit size \(X_1\), and Efficiency, a measurement of the percent of private donations remaining after fundraising expenses as a measure of nonprofit fundraising efficiency \(X_2\). The dependent variable \(Y\) is Commitment, a measurement of the percent of total expenses that are allocated directly to charitable services. Both variables \(X_2\) and \(Y\) are encoded as percents. Data are collected from a random sample of 98 nonprofit organizations, with the results provided in the accompanying table. Complete parts (a) through (c) below.a. State the multiple regression equation.\[\hat{Y}_i = \boxed{} + \left( \boxed{} \right) X_{1i} + \left( \boxed{} \right) X_{2i}\](Round to two decimal places as needed.)

Name: please help me ### Table: Regression Analysis ResultsThis table presen
Uploaded: 2024-03-20T07:07:37.000Z
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Description: please help me ### Table: Regression Analysis ResultsThis table presents the results of a regression analysis, showcasing the relationships between different variables. The table includes columns for the variable, coefficients, standard error, T stat