7-2 Discussion: Interpreting Multiple Regression ModelsDiscussion Topic Starts Jun 12, 2021 8:59 PMIn this discussion, you will apply the statistical concepts and techniques covered in this week's reading about multiple regression. You will not be completing work in Jupyter Notebook this week. Instead, you will be interpreting output from your Python scripts for the Module Six discussion. If you did not complete the Module Six discussion, please complete that before working on this assignment.Last week’s discussion involved development of a multiple regression model that used miles per gallon as a response variable. Weight and horsepower were predictor variables. You performed an overall F-test to evaluate the significance of your model. This week, you will evaluate the significance of individual predictors. You will use output of Python script from Module Six to perform individual t-tests for each predictor variable. Specifically, you will look at Step 5 of the Python script to answer all questions in the discussion this week.In your initial post, address the following items:Is at least one of the two variables (weight and horsepower) significant in the model? Run the overall F-test and provide your interpretation at 5% level of significance. See Step 5 in the Python script. Include the following in your analysis:Define the null and alternative hypothesis in mathematical terms and in words.Report the level of significance.Include the test statistic and the P-value. (Hint: F-Statistic and Prob (F-Statistic) in the output).Provide your conclusion and interpretation of the test. Should the null hypothesis be rejected? Why or why not?What is the slope coefficient for the weight variable? Is this coefficient significant at 5% level of significance (alpha=0.05)? (Hint: Check the P-value, , for weight in Python output. Recall that this is the individual t-test for the beta parameter.) See Step 5 in the Python script.What is the slope coefficient for the horsepower variable? Is this coefficient significant at 5% level of significance (alpha=0.05)? (Hint: Check the P-value, , for horsepower in Python output. Recall that this is the individual t-test for the beta parameter.) See Step 5 in the Python script.What is the purpose of performing individual t-tests after carrying out the overall F-test? What are the differences in the interpretation of the two tests?What is the coefficient of determination of your multiple regression model from Module Six? Provide appropriate interpretation of this statistic.In your follow-up posts to other students, review your peers' results and provide some analysis and interpretation:Interpret your peer’s coefficient of determination. How does it compare with yours?How do the results of your peers’ t-tests compare with yours?Would you recommend this regression model to the car rental company? Why or why not?Remember to attach your Python output and respond to all questions in your initial and follow-up posts. Be sure to clearly communicate your ideas using appropriate terminology.

1-For the Class Practicum about Project Types and Project Contexts (Question 1) and Organizational Mission and Facility Goals (Question 2), please address the concerns for understanding the broader contexts of design and construction and apply your understanding and awareness to Part 2 of the Assignment, which is the overall mission of a World Class Aquarium in Philadelphia and more specific facility goals to achieve those ends.2- For flow diagram only US Premier Soccer League part3- For water tower Create list of action verbs and measurable nouns for the Town Water Project, and then construct a FAST diagram showing the components. Remember to ascertain the primary function(s) of the project, and to develop a list of supporting functions, including many quantitative and also a few qualitative functions4-For creativity continuum develop ideas to show gradations of creativity based on the chart.5- Please complete the space adjacencies list and then the 45 degree matrix attached file. 6- For office interiors refer to airline file: Your design/construct firm has been hired to value engineer proposed facilities for two different corporations. Your VE team has generated two alternative floor plans. Answer the list of questions ( 1 through 7) on page 1 of the assignment, and then generate five or six advantages and disadvantages for plan (for page 2)7- complete review for hotel programing attached