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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.
According to Summers what is the most important event over the past 25 years in the global economy Does he see the success of China and the other emerging economies as a threat to the US Why or why not
Suppose a consumer has wealth w and is considering investing some amount,x,in risky asset.This asset can earn a return of Rg(which is positive return and therefore a good outcome or Rb
Protection of property rightsd. Openness to tradee. Low tax ratesf. Good public infrastructureg. Low population growth
In response, she has proposed legislation that would award each existing firm 20 percent of a contract for 600 units at a contracted price of $100 per unit. If this legislation is passed, by how much should you expect your profits to change?
In 1993, Tim Berners-Lee created the Web and the bubble began. The bubble describes the amazing stock run of Internet companies, when their values soared to unbelievable and what were thought to be unattainable heights from 1993 to 2001.
tabulate or graph the results analyze and discuss the results noting any interesting tures expectedunexpected relate to
The price elasticity of demand for imported whiskey is estimated to be -0.20 over a wide interval of prices. The federal goverment decides to raise the import tariff on foreing whiskey, causing its price to raise by 20%.
A company that manufactures in-line mixers for bulk manufacturing is considering borrowing $1.25 million to update a production line.If it borrows the money now, it can do so at an interest rate of 8%per year simple interest for 4 years.
An investment of $10,000 in 1993 earned a market interest rate of 6% for 10 years. The average inflation rate during that time was 3%. What was the value of that investment at the end of the 10 year period in 1993 dollars
You are the manager of a Mom and Pop store that can buy milk from a supplier at $2.00 per gallon. If you believe the elasticity of demand for milk by customers at your store is -3, then your monopoly price is.
A loan of $10,000 is to be financed over a period of 24 months. The agency quotes a nominal interest rate of 8% for the first 12 months and a nominal interest rate of 10% for any remaining unpaid balance after 12 months, with both rates compounded..
Suppose in the banking system as a whole, demand deposits are equal to $80,000,000 and reserves are equal to $17,000,000 with a legal reserve ratio of 10%. by how much will the money-creating potential of the banking system
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