Question

In: Statistics and Probability

The table below contains the demand and price and total cost data for the production of...

The table below contains the demand and price and total cost data for the production of x widgets. Here p is the price (in dollars) of a widget for an annual demand of x widgets, and C is the annual total cost (in dollars) of producing x widgets per year.

Annual demand Price

10 147

20 132

30 125

40 128

50 113

60 97

70 85

80 82

90 79

100 53

Use the given data to find a regression line that best fits the price-demand data for price p in dollars as a function of the demand x widgets. Here, price is the dependent variable, and demand is the independent variable. Find the regression function for price, and write it as p ( x ) = m x + b.Find the regression function for price, and write it as p ( x ) = m x + b.

  • Does it look like the regression line models the data well? Why or why not?
  • Use the regression function you found to estimate p ( x ) for specific values of x. Give the real-world interpretation of the result of such computations in complete sentences. Be sure to include units.
  • Find the value of x would make p ( x ) = 0. Give the real-world interpretation of the result of the computation in complete sentences. Be sure to include units.

Solutions

Expert Solution


Related Solutions

Regression Project: Data The table below contains the price, demand, and total cost data for the...
Regression Project: Data The table below contains the price, demand, and total cost data for the production of x widgets. Here p is the price (in dollars) of a widget for an annual demand of x widgets, and C is the annual total cost (in dollars) of producing x widgets per year. Demand x (widgets) Price p ($/widget) Total Cost C ($) 10 141 609 20 133 1103 30 126 1618 40 128 2109 50 113 2603 60 97 3111...
The table below contains the Production Possibilities Frontier (PPF) data for Country ABC. It contains the...
The table below contains the Production Possibilities Frontier (PPF) data for Country ABC. It contains the maximum possible combinations of guns and butter that can be produced in a given period of time: Units of Guns (thousands) Units of Butter (kilos) 14 5 11 6 9 8 8 11 A. What is the opportunity cost of moving from producing 9 thousand units of guns to 14 thousand units of guns stated in terms of 1 unit of guns? ­­­­­­­­­­­­ B.  Explain...
Revenue, cost, and profit. The price–demand equation and the cost function for the production of table...
Revenue, cost, and profit. The price–demand equation and the cost function for the production of table saws are given, respectively, by x=6,000−30pandC(x)=72,000+60xx=6,000−30pandC(x)=72,000+60x where x is the number of saws that can be sold at a price of $p per saw and C(x) is the total cost (in dollars) of producing x saws. (F) Graph the cost function and the revenue function on the same coordinate system for 0≤x≤6,000. Find the break-even points, and indicate regions of loss and profit. (G)...
The table below contains information about the production, costs and profits of a firm. The price...
The table below contains information about the production, costs and profits of a firm. The price faced by the firm is $40 per unit. There are 50 empty cells in the table. (a) Fill in all the empty cells. Output Total Fixed Costs Total Variable Costs Marginal Costs Average Variable Costs Average Fixed Costs Average Total Costs Price per unit Profits 0 12 1 12 50 50.0 50.0 -22.0 2 12 75 25.0 37.5 43.5 3 10.0 28.3 4 20.0...
Given the data shown in the table for​ a​ monopolist: Output Price Total Cost MC Total...
Given the data shown in the table for​ a​ monopolist: Output Price Total Cost MC Total Revenue Marginal Revenue 1 10 10 2 9 11 3 8 13 4 7 16 5 6 20 6 5 25 1. Complete the​ table​ -- calculate​ ​MC, Total Revenue and MR for all output levels. 2. When the output level is 6​ units​: ​   a. Should the​ monopolist​ increase, decrease or leave​ output​ unchanged? ​  b. Is MR​ greater​ than,​ less​ than, or...
Using the data in the table​ below, estimate the demand function for cod.                                                                                                                           ​Price, dollars...
Using the data in the table​ below, estimate the demand function for cod.                                                                                                                           ​Price, dollars per pound ​Quantity, thousand pounds per day 1.90 1.5 1.35 2.2 1.25 4.4 1.20 5.9 0.95 6.5 0.85 7.0 0.73 8.8 Using the Excel trendline option to estimate a linear demand​ function, the linear demand function is Qequals=12.53 minus 6.25 p12.53−6.25p. Suppose the quantity in the first row of the table were 22 instead of 1.5. The linear demand function would now be Qequals=nothingminus−nothingp....
Production quantity and the total cost of production are given in the form of a table....
Production quantity and the total cost of production are given in the form of a table. Production quantity (100 tons) 42 16 48 50 30 12 18 28 Total cost (1000 of Rs.) 22 10 14 20 14 8 12 16 Determine the total cost production for (i) 2500 tons (ii) 4500 tons If the total production cost is Rs. 50,000, then how many quantities were produced?
The table below depicts the cost and demand structure a natural monopoly faces. Quantity Price ($...
The table below depicts the cost and demand structure a natural monopoly faces. Quantity Price ($ per unit) Long-Run Total Cost ( $ ) Total Revenue ($) Total   Profit ($) Long-run Average Cost ($ per unit) Marginal Cost ($ per unit) Marginal Revenue ($ per unit) 0 50.00 0.00 - - - 1 47.50 40.00 40 47.50 2 45.00 81.00 40.5 90 3 42.50 118.50 39.50 127.5 4 40.00 160.00 40 160 5 37.50 197.50 39.50 187.70 6 35.00 245.40...
Below is a table that represents price, output, cost, revenue and profit data for a monopoly....
Below is a table that represents price, output, cost, revenue and profit data for a monopoly. Price Q TR MR MC TC Profit $290 0 --- --- -$1,000 $280 1 $100 $270 2 $1,180 $260 3 $60 $250 4 $240 5 $60 $230 6 $1,420 $220 7 $1,540 $210 8 $200 9 $1,980 (a) Fill in the missing numbers for Firm B. Note: there are no numbers for MR and MC when Q=0. When output level is 4, the Average...
The table below shows part of the cost structure (total fixed cost, total variable cost, and...
The table below shows part of the cost structure (total fixed cost, total variable cost, and total cost) for a typical producer of olive oil -- a perfectly competitive industry. Copy the table into Excel and use it to calculate average total cost and marginal cost for all quantities from 1 to 10. Use Excel (following the hints in QSet 2, #9) to produce a diagram of the firm’s average total cost and marginal cost curves. If the price of...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT