Question 9 (1 point) You work for a company in the marketing department. Your manager has...
Suppose that in a certain neighborhood, the cost of a home (in thousands) is proportional to the size of the home in square feet. The regression equation quantifying this relationship is found to be (price) = 0.048*(size) + 39.137. You look more closely at one of the houses selected. The house is listed as having 1383.117 square feet and is listed at a price of $107.544 (thousand). The residual is 2.017. Interpret this residual in terms of the problem. Question...
Question 7 (1 point) Zagat restaurant guides publish ratings of restaurants for many large cities around the world. The restaurants are rated on a 0 to 30 point scale based on quality of food, decor, service, and cost. Suppose the regression equation that predicts the cost of dinner using the rating of the quality of food for the restaurants in a particular city is (cost of dinner) = 4.989*(food quality) + 2.406. If a restaurant in the city was given...
You work for a company in the marketing department. Your manager has tasked you with forecasting sales by month for the next year. You notice that over the past 12 months sales have consistently gone up in a linear fashion, so you decide to run a regression the company's sales history. You find that the regression equation for the data is (sales) = 146.97*(time) + 171.669. In August (time = 8) you see the actual sales quantity was 347.043. The...
A regression analysis of 117 homes for sale produced the following model, where price is in thousands of dollars and size is in square feet. Price = 47.84 +0.067(Size) a) Explain what the slope of the line says about housing prices and house size. b) What price would you predict for a 3000-square-foot house in this market? c) A real estate agent shows a potential buyer a 1300-square-foot house, saying that the asking price is $6000 less than what one...
1. One Price Realty Company wants to develop a model to estimate the value of houses in its inventory The office manager has decided to develop a multiple regression model to help explain the variation in house values. (25 points) The office manager has chosen the following variables to develop the model: X1 square feet X2- age in years x3- dummy variable for house style (1 if ranch, 0 if not) X4-2d dummy variable for house style (I if split...
Question 9 1 pts An analysis was done to predict log(price) of homes in Gainesville during Spring 2019 based on number of beds and baths along with an indicator variable for NorthWest. The indicator variable was 1 if in the Northwest of Gainesville and 0 otherwise. 4 Summary of Fit RSquare 0.625955 RSquare Adj 0.618242 Root Mean Square Enor 162.6966 Mean of Response 415.5921 Observations (or Sum Wgts) 100 4 Analysis of Variance Sum of Source DF Squares Mean Square...
Question 5 (1 point) Suppose that for a typical FedEx package delivery, the cost of the shipment is a function of the weight of the package. You find out that the regression equation for this relationship is (cost of delivery) = 0.728*(weight) + 5.49. If a package you want to ship weighs 13.753 ounces and the true cost of the shipment is $12.229, the residual is -3.273. Interpret this residual in terms of the problem. Question 5 options: 1) The...
1. Selling price in millions of shilling and size of homes Table Price Size Price Size Price Size (‘000) (sq. ft.) (‘000) (sq. ft.) (‘000) (sq. ft.) 268 1897 142 1329 83 1378 131 1157 107 1040 125 1668 112 1024 110 951 60 1248 112 935 187 1628 85 1229 122 1236 94 816 117 1308 128 1248 99 1060 57 892 158 1620 78 800 110 1981 135 1124 56 492 127 1098 146 1248 70 792 119 ...
Mercer Asbestos Removal Company removes potentially toxic asbestos insulation and related products from buildings. There has been a long-simmering dispute between the company's estimator and the work supervisors. The on-site supervisors claim that the estimators do not adequately distinguish between routine work, such as removal of asbestos insulation around heating pipes in older homes, and nonroutine work, such as removing asbestos-contaminated ceiling plaster in industrial buildings. The on-site supervisors believe that nonroutine work is far more expensive than routine work...