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Kernels and linear discriminant analysis Suppose you wish to carry out a linear discriminant analysis (two classes) using a vector of transformations of the input variables h(x). Since h(x) is high-dimensional, you will use a regularized within-class covariance matrix Wh + γI. Show that the model can be estimated using only the inner products K(xi , xi ‘ ) = h(xi), h(xi ‘)). Hence the kernel property of support vector machines is also shared by regularized linear discriminant analysis.
Find Todd's optimal consumption bundle and utility level at that price level, using the Lagrangian multiplier method. Assume the government decides to impose a tax of $5 per unit of x (so that the new price of good x is $10).
The quantity demanded of Good Z depends upon the price of Z (Pz), monthly income (Y), and the price of a related Good W (Pw). Demand for Good Z (Qz) is given by equation 1 below: Qz = 150 - 8Pz + 2Y - 15Pw
the capital investment cost for a switchgrass-fueled ethanol plant with a capacity of 250000 gallons per year if 1.4
American Airlines produces round-trip transportation between Dallas and San Jose using three inputs: capital (planes), labor (pilots, flight attendants, and so on), and fuel. Suppose that American's production function has the following Cobb-Dougl..
where QI refers to the number of games they would play if the price of a game were PI. Because of their access to credit, they would be willing to pay an up-front fee to join the club. Wizards live from pay check to paycheck and would be willing t..
For ATC and AVC, plot the points on the integer: for example, the ATC of producing one tablecloth is 80, so you should start your ATC curve by placing a green triangle at the point (1, 80). For MC, plot the points between integers.
Consider the following data on the asset: Cost of the asset, I = $100,000 Useful life, N = 5 years Salvage value, S = $10,000 a. Compute the annual depreciation allowances and the resulting book values
With the machine adequately maintained, its production rate will remain constant for the first 1,200 hours of operation and then decrease by 2 feet per hour for each additional 400hours thereafter. the expected average annual use is 400 hours
Mr. John is experiencing high repair cost for his snack blending machine. He suspect that the machine is being blenderized by customers, who are irrate because of low blending machine reliability.
Suppose you have $7,000 in savings when the price level index is at 100.( a ) If inflation pushes the price level up by 10 percent, what will be the real value of your savings ( b ) What is the real value of your savings if the price level declines b..
Econometrics. define the word and state in your own words what it entails
Suppose that the aggregate demand and aggregate supply schedules for a hypothetical economy are as shown at the top left of the next page. a. Use the data above to graph the aggregate demand and aggregate supply curves. What is the equilibrium pri..
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