The weekly statistics about number of passengers (Y in 1000s) per week in terms of the...

60.1K

Verified Solution

Question

Statistics

The weekly statistics about number of passengers (Y in 1000s)per week in terms of the number electric train cars (X) werecollected through 30 weeks. The data were collected to assess therelationship between the number of passengers and the number ofelectric train cars. The process of data indicates the followingresults:

ΣX= 2589, ΣY= 762.748,ΣX²=373055

ΣY²=34905.9243 ΣYX= 112979.248

Σ(Y-Ya)*(X-Xa)= 14241.5194,

Σ(X-Xa)² =37908.95

SST= 5816.7, SSE= 466.488, SSX= 37908.95

Where: Xa stands for Average of X

Ya Stands for Average of Y

For any hypothesis testing undertaken in this model,use the level of significanceα=5%

  1. What is the expected sign of the independent variable?
  2. Develop the linear regression model Using the least squaremethod of estimation and interpret the meaning of the intercept andthe regression coefficient.
  3. Compute R² and interpret its meaning
  4. Is the number of passengers sensitive to the number of electrictrain cars?
  5. Compute the confidence interval of regression coefficient andinterpret its meaning
  6. Forecast the dependent variable if the independent variable is165.
  7. Find out and interpret the confidence interval of the predictedvalue computed in question (6).
  8. Based on the previous questions, how well the model fits tothis phenomenon

Answer & Explanation Solved by verified expert
3.7 Ratings (454 Votes)
i The expected sign of the independent variable is positive asthe relationship between these two variables seems to bepositiveii The leastsquare line is given by here and Thu s the equation is iii The R    See Answer
Get Answers to Unlimited Questions

Join us to gain access to millions of questions and expert answers. Enjoy exclusive benefits tailored just for you!

Membership Benefits:
  • Unlimited Question Access with detailed Answers
  • Zin AI - 3 Million Words
  • 10 Dall-E 3 Images
  • 20 Plot Generations
  • Conversation with Dialogue Memory
  • No Ads, Ever!
  • Access to Our Best AI Platform: Flex AI - Your personal assistant for all your inquiries!
Become a Member

Other questions asked by students