Upload the Neth.CSV data file to google colab. Estimate a

Upload the Neth.CSV data file to google colab. Estimate a linear regression model of number of weekly trips per household as a function of the remaining variables (to the extent possible). In the final model identify which variables contribute to an increase in number of weekly trips and which variables contribute to a decrease in the number of weekly trips.

In estimating a linear regression model these are the steps I want you to do:

  • Run multiple linear regression by including all variables
  • Check for multi-collinearity and remove appropriate variables.
  • Check if all variables are significant and remove the variables which are not significant one by one.
  • Report the R2 and Adjusted R2 of the final model
  • Check if the mean of the residuals is close to zero. Comment on the mean.
  • Plot the histogram of the standardized residuals. Comment on whether the standardized residuals look normal.
  • Check for outliers.
  • Plot the residuals vs fitted values and comment.
    The variable definitions are:
    • HHSIZE household size
    • NCAR number of cars in household
    • HEMPSTS number of workers in household
    • HSTUDEN number of students in household
    • HTTRPS number of weekly trips per household
    • NUCHLT12 number of children < 12 years in household
    • CITY household residence in city (dummy variable)
    • SUBURB household residence in suburb (dummy variable) • RURAL household residence in rural area (dummy variable)• INCOME continuous household income value
    • NUCHGT12 number of children >= 12 yrs in household

Share This Post

Email
WhatsApp
Facebook
Twitter
LinkedIn
Pinterest
Reddit

Order a Similar Paper and get 15% Discount on your First Order

Related Questions

Prior to beginning work on this discussion forum, review Chapter

Prior to beginning work on this discussion forum, review Chapter 8 of your Meeting the Ethical Challenges of Leadership: Casting Light or Shadow course text. This discussion forum focuses on analyzing Case Study 8.1 (A New Mission for Ferryport College) from your textbook. In at least one paragraph, supported by evidence from

1. However, eliminating the hazard and substitution have usurped engineering

1. However, eliminating the hazard and substitution have usurped engineering control’s position at the top of the hierarchy although they have always been obvious best options, just not always included in discussions of the hierarchy of controls. Identify two examples where elimination of the hazard or substitution was, or might

Project report requirements: o A brief description of the design

  Project report requirements: o A brief description of the design process you used to obtain the circuits. Be sure to point out  why  you  chose  a  particular  design,  along  with  the  steps  you  took  to  minimize  the  amount of hardware required. This includes  State diagram  State reduction

Step 1 Think about a particular community and family within

Step 1 Think about a particular community and family within that community that you are familiar with. Reference that community and family in your answers to the following prompts. Step 2 Answer the following questions in your initial post due Wednesday at 11:59 pm Mountain Time: Describe the relationship between

Many consider Kurt Lewin’s ‘changing in three steps’ (unfreezing, changing,

Many consider Kurt Lewin’s ‘changing in three steps’ (unfreezing, changing, and refreezing) to be the classic or fundamental method to change management. Scholars have criticized Lewin for oversimplifying the change process, while others have defended him against such accusations. The model’s foundational significance, on the other hand, has remained uncontested.

Strategic Plan [WLOs: 1, 2, 3] [CLOs: 1, 3, 5]

Strategic Plan [WLOs: 1, 2, 3] [CLOs: 1, 3, 5] Prior to beginning work on this Final Paper, review Chapters 1 through 20 in the course textbook. The Final Paper should demonstrate your understanding of the readings and other course material. By creating an international business or an international business

Scenario – David, an 79-year-old elderly war hero with no

Scenario – David, an 79-year-old elderly war hero with no living relatives, drove himself at night to a local hospital when he experienced shortness of breath and a headache. When he entered the emergency room (ER), he was placed in a wheelchair and briefly seen by an ER doctor. He

 This week, explore the relationship between strategic goals and alignment with projects and best practices from the five process groups, especially

 This week, explore the relationship between strategic goals and alignment with projects and best practices from the five process groups, especially focusing on executing, monitoring, and controlling projects. This assessment is the first component of your course project.   In this assessment, you will write a topic definition statement for your

https://www.myamericannurse.com/interprofessional-collaboration-made-easy/ https://tigerconnect.com/blog/5-benefits-of-interprofessional-collaboration-in-healthcare/ Interdisciplinary communication/collaboration has been researched and used with

https://www.myamericannurse.com/interprofessional-collaboration-made-easy/ https://tigerconnect.com/blog/5-benefits-of-interprofessional-collaboration-in-healthcare/ Interdisciplinary communication/collaboration has been researched and used with success to better patient outcomes and satisfaction across all areas of healthcare. Please take a moment to review the articles provided and then be prepared to share your own thoughts about how you can help facilitate successful interdisciplinary communication and

In the Nineteenth Century, Andrew Jackson claimed that his soldiers

In the Nineteenth Century, Andrew Jackson claimed that his soldiers were “advancing civilization” and that “their violence was an instrument of progress.” He insisted that he wanted to be “just” and “humane”; however, he justified Indian removal by explaining that because “efforts to civilize Indians had failed” he had to

Watch or listen to two of the following tedtalks, podcast

Watch or listen to two of the following tedtalks, podcast or videos, then post a short (5-7 sentences) reflection on both items (in the same post). Read and respond to at least two peers.  ny podcast about self-care or well-being (make sure to list what you listened to on your

Toy safety,Baby nutrition,Physical activity

Description i. An outline of your essay paper a. Three topics are clearly identified and you write at least one short paragraph for each topic. b. 6-9 main sources are identified and cited in a reference page The sources should taken from Seneca college’s library Need to show strong evidence

Select ONE of the topics and use the concept mapping

Select ONE of the topics and use the concept mapping technique from the lecture notes and the videos to develop a more narrow topic in a thesis statement or research question format. Please see the sample concept map in your lecture notes and click on the link for a grading rubric for this

AACN Essential Self Assessment

Week 2: AACN Essentials Self-Assessment and Patient-Centered Care 11 unread reply.11 reply. Download the Week 2 Self-Assessment of the AACN Essentials (Links to an external site.)Links to an external site.. Follow the directions on the form. Note your total score. Next, review this article: Kramer, M., Schmalenberg, C., Maguire, P., Brewer, B.,

Answer the following questions CH3 1) How might different ethical

Answer the following questions  CH3 1) How might different ethical philosophies influence how mangers make decisions when it comes to the offshoring of jobs? 3) In recent years, rules have tightened such that those who work for the U.S. Government in trade negotiations are now restricted from working with lobbyist

Answer the following 10 questions and submit your answers by

Answer the following 10 questions and submit your answers by the link “Assignment 1A”: Syene was the Greek name of the modern city of “Aswan” in Egypt. Is the city of Syene on the Equator? Why does the Sun radiate vertically at this location? Explain! (See the second slide on the

Section A: Make a numbered list of ten different items

  Section A:  Make a numbered list of ten different items from ten different foreign (non U.S.) countries that you (preferably) or someone in your immediate family household owns (if you share in its use). Name what the item is and where it comes from. Choose items that are different