Understandable Statistics: Concepts and Methods
12th Edition
ISBN: 9781337119917
Author: Charles Henry Brase, Corrinne Pellillo Brase
Publisher: Cengage Learning
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Textbook Question
Chapter 6, Problem 5LC
Discuss each of the following topics in class or review the topics on your own. Then write a brief but complete essay in which you summarize the main points. Please include formulas and graphs as appropriate.
In a way, the central limit theorem can be thought of as a kind of “grand central station.” It is a connecting hub or center for a great deal of statistical work. We will use it extensively in Chapters 7, 8, and 9. Put in a very elementary way, the central limit theorem states that as the
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We consider a 4-dimensional stock price model given (under P) by
dẴ₁ = µ· Xt dt + йt · ΣdŴt
where (W) is an n-dimensional Brownian motion,
π = (0.02, 0.01, -0.02, 0.05),
0.2
0
0
0
0.3
0.4
0
0
Σ=
-0.1
-4a За
0
0.2
0.4 -0.1 0.2)
and a E R. We assume that ☑0 = (1, 1, 1, 1) and that the interest rate on the market is r = 0.02.
(a) Give a condition on a that would make stock #3 be the one with largest volatility.
(b) Find the diversification coefficient for this portfolio as a function of a.
(c) Determine the maximum diversification coefficient d that you could reach by varying the
value of a?
2
Question 1. Your manager asks you to explain why the Black-Scholes model may be inappro-
priate for pricing options in practice. Give one reason that would substantiate this claim?
Question 2. We consider stock #1 and stock #2 in the model of Problem 2. Your manager
asks you to pick only one of them to invest in based on the model provided. Which one do you
choose and why ?
Question 3. Let (St) to be an asset modeled by the Black-Scholes SDE. Let Ft be the price
at time t of a European put with maturity T and strike price K. Then, the discounted option
price process (ert Ft) t20 is a martingale. True or False? (Explain your answer.)
Question 4. You are considering pricing an American put option using a Black-Scholes model
for the underlying stock. An explicit formula for the price doesn't exist. In just a few words (no
more than 2 sentences), explain how you would proceed to price it.
Question 5. We model a short rate with a Ho-Lee model drt = ln(1+t) dt +2dWt. Then the
interest rate…
In this problem, we consider a Brownian motion (W+) t≥0. We consider a stock model (St)t>0
given (under the measure P) by
d.St 0.03 St dt + 0.2 St dwt,
with So 2. We assume that the interest rate is r = 0.06. The purpose of this problem is to
price an option on this stock (which we name cubic put). This option is European-type, with
maturity 3 months (i.e. T = 0.25 years), and payoff given by
F = (8-5)+
(a) Write the Stochastic Differential Equation satisfied by (St) under the risk-neutral measure
Q. (You don't need to prove it, simply give the answer.)
(b) Give the price of a regular European put on (St) with maturity 3 months and strike K = 2.
(c) Let X =
S. Find the Stochastic Differential Equation satisfied by the process (Xt)
under the measure Q.
(d) Find an explicit expression for X₁ = S3 under measure Q.
(e) Using the results above, find the price of the cubic put option mentioned above.
(f) Is the price in (e) the same as in question (b)? (Explain why.)
Chapter 6 Solutions
Understandable Statistics: Concepts and Methods
Ch. 6.1 - Statistical Literacy Which, if any, of the curves...Ch. 6.1 - Statistical Literacy Look at the normal curve in...Ch. 6.1 - Prob. 3PCh. 6.1 - Critical Thinking Sketch a normal curve (a) with...Ch. 6.1 - Basic Computation: Empirical Rule What percentage...Ch. 6.1 - Basic Computation: Empirical Rule What percentage...Ch. 6.1 - Distribution: Heights of Coeds Assuming that the...Ch. 6.1 - Distribution: Rhode Island Red Chicks The...Ch. 6.1 - Archaeology: Tree Rings At Burnt Mesa Pueblo,...Ch. 6.1 - Vending Machine: Soft Drinks A vending machine...
Ch. 6.1 - Pain Management: Laser Therapy Effect of...Ch. 6.1 - Control Charts: Yellowstone National Park...Ch. 6.1 - Control Charts: Bank Loans Tri-County Bank is a...Ch. 6.1 - Control Charts: Motel Rooms The manager of Motel...Ch. 6.1 - Prob. 15PCh. 6.1 - Prob. 16PCh. 6.1 - Uniform Distribution: Measurement Errors...Ch. 6.1 - Prob. 18PCh. 6.1 - Prob. 19PCh. 6.1 - Prob. 20PCh. 6.2 - Statistical Literacy What does a standard score...Ch. 6.2 - Statistical Literacy Does a raw score less than...Ch. 6.2 - Prob. 3PCh. 6.2 - Prob. 4PCh. 6.2 - Basic Computation: z Score and Raw Score A normal...Ch. 6.2 - Basic Computation: z Score and Raw Score A normal...Ch. 6.2 - Prob. 7PCh. 6.2 - Prob. 8PCh. 6.2 - z Scores: First Aid Course The college physical...Ch. 6.2 - Prob. 10PCh. 6.2 - Prob. 11PCh. 6.2 - Normal Curve: Tree Rings Tree-ring dates were used...Ch. 6.2 - Basic Computation: Finding Areas Under the...Ch. 6.2 - Prob. 14PCh. 6.2 - Basic Computation: Finding Areas Under the...Ch. 6.2 - Prob. 16PCh. 6.2 - Prob. 17PCh. 6.2 - Prob. 18PCh. 6.2 - Prob. 19PCh. 6.2 - Basic Computation: Finding Areas Under the...Ch. 6.2 - Prob. 21PCh. 6.2 - Prob. 22PCh. 6.2 - Prob. 23PCh. 6.2 - Prob. 24PCh. 6.2 - Prob. 25PCh. 6.2 - Prob. 26PCh. 6.2 - Prob. 27PCh. 6.2 - Prob. 28PCh. 6.2 - Prob. 29PCh. 6.2 - Basic Computation: Finding Areas Under the...Ch. 6.2 - Prob. 31PCh. 6.2 - Prob. 32PCh. 6.2 - Basic Computation: Finding Probabilities In...Ch. 6.2 - Prob. 34PCh. 6.2 - Prob. 35PCh. 6.2 - Prob. 36PCh. 6.2 - Prob. 37PCh. 6.2 - Basic Computation: Finding Probabilities In...Ch. 6.2 - Prob. 39PCh. 6.2 - Prob. 40PCh. 6.2 - Prob. 41PCh. 6.2 - Prob. 42PCh. 6.2 - Basic Computation: Finding Probabilities In...Ch. 6.2 - Prob. 44PCh. 6.2 - Basic Computation: Finding Probabilities In...Ch. 6.2 - Prob. 46PCh. 6.2 - Prob. 47PCh. 6.2 - Basic Computation: Finding Probabilities In...Ch. 6.2 - Prob. 49PCh. 6.2 - Prob. 50PCh. 6.3 - Statistical Literacy Consider a normal...Ch. 6.3 - Statistical Literacy Suppose 5% of the area under...Ch. 6.3 - Prob. 3PCh. 6.3 - Critical Thinking: Normality Consider the...Ch. 6.3 - Basic Computation: Find Probabilities In Problems...Ch. 6.3 - Basic Computation: Find Probabilities In Problems...Ch. 6.3 - Basic Computation: Find Probabilities In Problems...Ch. 6.3 - Basic Computation: Find Probabilities In Problems...Ch. 6.3 - Basic Computation: Find Probabilities In Problems...Ch. 6.3 - Basic Computation: Find Probabilities In Problems...Ch. 6.3 - Basic Computation: Find Probabilities In Problems...Ch. 6.3 - Basic Computation: Find Probabilities In Problems...Ch. 6.3 - Basic Computation: Find Probabilities In Problems...Ch. 6.3 - Basic Computation: Find Probabilities In Problems...Ch. 6.3 - Basic Computation: Find z Values In Problems 1524,...Ch. 6.3 - Basic Computation: Find z Values In Problems 1524,...Ch. 6.3 - Basic Computation: Find z Values In Problems 1524,...Ch. 6.3 - Basic Computation: Find z Values In Problems 1524,...Ch. 6.3 - Basic Computation: Find z Values In Problems 1524,...Ch. 6.3 - Prob. 20PCh. 6.3 - Prob. 21PCh. 6.3 - Basic Computation: Find z Values In Problems 1524,...Ch. 6.3 - Prob. 23PCh. 6.3 - Prob. 24PCh. 6.3 - Prob. 25PCh. 6.3 - Prob. 26PCh. 6.3 - Archaeology: Hopi Village Thickness measurements...Ch. 6.3 - Law Enforcement: Police Response Time Police...Ch. 6.3 - Prob. 29PCh. 6.3 - Guarantee: Watches Accrotime is a manufacturer of...Ch. 6.3 - Expand Your Knowledge: Estimating the Standard...Ch. 6.3 - Estimating the Standard Deviation: Refrigerator...Ch. 6.3 - Prob. 33PCh. 6.3 - Prob. 34PCh. 6.3 - Insurance: Satellites A relay microchip in a...Ch. 6.3 - Convertion Center: Exhibition Show Attendance...Ch. 6.3 - Exhibition Shows: Inverse Normal Distribution Most...Ch. 6.3 - Budget: Maintenance The amount of money spent...Ch. 6.3 - Prob. 39PCh. 6.3 - Prob. 40PCh. 6.4 - Prob. 1PCh. 6.4 - Prob. 2PCh. 6.4 - Prob. 3PCh. 6.4 - Prob. 4PCh. 6.4 - Prob. 5PCh. 6.4 - Prob. 6PCh. 6.4 - Prob. 7PCh. 6.4 - Prob. 8PCh. 6.4 - Prob. 9PCh. 6.5 - Statistical Literacy What is the standard error of...Ch. 6.5 - Prob. 2PCh. 6.5 - Prob. 3PCh. 6.5 - Prob. 4PCh. 6.5 - Basic Computation: Central Limit Theorem Suppose x...Ch. 6.5 - Basic Computation: Central Limit Theorem Suppose x...Ch. 6.5 - Prob. 7PCh. 6.5 - Prob. 8PCh. 6.5 - Prob. 9PCh. 6.5 - Prob. 10PCh. 6.5 - Prob. 11PCh. 6.5 - Critical Thinking Suppose an x distribution has...Ch. 6.5 - Prob. 13PCh. 6.5 - Vital Statistics: Heights of Men The heights of...Ch. 6.5 - Prob. 15PCh. 6.5 - Medical: White Blood Cells Let x be a random...Ch. 6.5 - Wildlife: Deer Let x be a random variable that...Ch. 6.5 - Focus Problem: Impulse Buying Let x represent the...Ch. 6.5 - Finance: Templeton Funds Templeton World is a...Ch. 6.5 - Finance: European Growth Fund A European growth...Ch. 6.5 - Expand Your Knowledge: Totals Instead of Averages...Ch. 6.5 - Prob. 22PCh. 6.5 - Prob. 23PCh. 6.6 - Prob. 1PCh. 6.6 - Prob. 2PCh. 6.6 - Basic Computation: Normal Approximation to a...Ch. 6.6 - Basic Computation: Normal Approximation to a...Ch. 6.6 - Critical Thinking You need to compute the...Ch. 6.6 - Critical Thinking Consider a binomial experiment...Ch. 6.6 - In the following problems, check that it is...Ch. 6.6 - In the following problems, check that it is...Ch. 6.6 - Prob. 9PCh. 6.6 - Prob. 10PCh. 6.6 - Prob. 11PCh. 6.6 - Prob. 12PCh. 6.6 - Prob. 13PCh. 6.6 - In the following problems, check that it is...Ch. 6.6 - Prob. 15PCh. 6.6 - Prob. 17PCh. 6.6 - Prob. 18PCh. 6.6 - Prob. 19PCh. 6.6 - Basic Computation: p Distribution Suppose we have...Ch. 6.6 - Prob. 21PCh. 6 - Prob. 1CRPCh. 6 - Prob. 2CRPCh. 6 - Statistical Literacy Is a process in control if...Ch. 6 - Prob. 4CRPCh. 6 - Prob. 5CRPCh. 6 - Prob. 6CRPCh. 6 - Prob. 7CRPCh. 6 - Prob. 8CRPCh. 6 - Prob. 9CRPCh. 6 - Prob. 10CRPCh. 6 - Prob. 11CRPCh. 6 - Basic Computation: Probability Given that x is a...Ch. 6 - Prob. 13CRPCh. 6 - Prob. 14CRPCh. 6 - Prob. 15CRPCh. 6 - Prob. 16CRPCh. 6 - Prob. 17CRPCh. 6 - Prob. 18CRPCh. 6 - Prob. 19CRPCh. 6 - Prob. 20CRPCh. 6 - Prob. 21CRPCh. 6 - Prob. 22CRPCh. 6 - Prob. 23CRPCh. 6 - Prob. 24CRPCh. 6 - Prob. 25CRPCh. 6 - Prob. 26CRPCh. 6 - Break into small groups and discuss the following...Ch. 6 - Prob. 1LCCh. 6 - Prob. 2LCCh. 6 - Prob. 3LCCh. 6 - Prob. 4LCCh. 6 - Discuss each of the following topics in class or...Ch. 6 - Prob. 1UTCh. 6 - Prob. 1CURPCh. 6 - Prob. 2CURPCh. 6 - Prob. 3CURPCh. 6 - Prob. 4CURPCh. 6 - Prob. 5CURPCh. 6 - Prob. 6CURPCh. 6 - Prob. 7CURPCh. 6 - Prob. 8CURPCh. 6 - Prob. 9CURPCh. 6 - Prob. 10CURPCh. 6 - Prob. 11CURPCh. 6 - Prob. 12CURPCh. 6 - Prob. 13CURPCh. 6 - Prob. 14CURPCh. 6 - Prob. 15CURP
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