Application Chapter 6 - 9 Flashcards

learning equations and formulas

1
Q

Using the CAPM equation, when the risk-free rate is 2.5%, the expected return of the market is 12%, and the beta of asset i is 1.5, what is the expected return of asset i?

A

E(R(i)) = R(f) + Beta (E(R(m)) - R(f))

0.025 + 1.5 (0.12 - 0.025) = 0.1675 (16.75%)

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2
Q

Using the CAPM equation, when the risk-free rate is 2%, the expected return of the market is 10%, and the beta of asset i is 1.25, what is the expected return of asset i?

A

E(R(i)) = R(f) + Beta (E(R(m)) - R(f))

0.02 + 1.25 (0.1 - 0.02) = 0.12

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3
Q

Using the CAPM equation, when the risk-free rate is 3%, the expected return of the market is 15%, and the beta of asset i is 2, what is the expected return of asset i?

A

E(R(i)) = R(f) + Beta (R(E(m)) - R(f))

0.03 + 2 (0.15 - 0.03) = 0.27 (or 27%)

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4
Q

Using the CAPM equation, when the risk-free rate is 4%, the expected return of the market is 20%, and the beta of asset i is 2.25, what is the expected return of asset i?

A

E(R(i)) = R(f) + Beta (R(E(m) - R(f))

0.04 + 2.25 (0.20 - 0.04) = 0.4 (or 40%)

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5
Q

Using the CAPM equation, when the risk-free rate is 2%, the expected return of the market is 25%, and the beta of asset i is 1, what is the expected return of asset i?

A

E(R(i)) = R(f) + Beta (E(R(m)) - R(f))

0.02 + 1 (0.25 - 0.02) = 0.25 (or 25%)

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6
Q

Using the CAPM equation, when the risk-free rate is 1.5%, the expected return of the market is 15%, and the beta of asset i is 1.15, what is the expected return of asset i?

A

E(R(i)) = R(f) + Beta (R(E(m)) - R(f))

0.015 + 1.15 (0.15 - 0.015) = 0.17025 (or 17.03%)

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7
Q

Using the CAPM equation, when the risk-free rate is 2.5%, the expected return of the market is 10%, and the beta of asset i is 0.5, what is the expected return of asset i?

A

E(R(i)) = R(f) + Beta (E(R(m) - R(f))

0.025 + 0.5 (0.10 - 0.025) = 0.0625 (or 6.25%)

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8
Q

Risk-free rate is 2% and the beta of asset i is 1.25, if the action return of the market is 22%, the ex post CAPM model would generate a return due to non-idiosyncratic effects of:

Then if the asset’s actual return is 30%, then the what would be attributable to idiosyncratic return, E(it):

A

R(it) = R(f) + Beta (R(mt) - R(f) + E(it)

(it) asset i in time period.

2% + 1.25(22% - 2%) = 0.27

to find the idiosyncratic return:
0.3 - 0.27 = 0.03

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9
Q

Risk-free rate is 2.5% and the beta of asset i is 1.5, if the action return of the market is 12%, the ex post CAPM model would generate a return due to non-idiosyncratic effects of:

Then if the asset’s actual return is 23%, then the what would be attributable to idiosyncratic return, E(it):

A

R(it) = R(f) + Beta (R(mt) - R(f)) + E(it)

0.025+ 1.5 (0.12 - 0.025) = 0.1675 (or 16.75%)

Idiosyncratic return:
(23% is the actual return)
23% - 16.75% = 6.25%

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10
Q

Risk-free rate is 3% and the beta of asset i is 2, if the action return of the market is 15%, the ex post CAPM model would generate a return due to non-idiosyncratic effects of:

Then if the asset’s actual return is 29%, then the what would be attributable to idiosyncratic return, E(it):

A

R(it) = R(f) + Beta (R(mt) - R(f)) - E(it)

0.03 + 2 (0.15 - 0.03) = 0.27 (27%)

Idiosyncratic return:

29% - 27% = 2%

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11
Q

Risk-free rate is 4% and the beta of asset i is 2.25, if the action return of the market is 20%, the ex post CAPM model would generate a return due to non-idiosyncratic effects of:

Then if the asset’s actual return is 22%, then the what would be attributable to idiosyncratic return, E(it):

A

R(it) = R(f) + Beta (R(mt) - R(f)) - E(it)

0.04 + 2.25 (0.20 - 0.04) = 0.4 (40%)

Idiosyncratic return:

22% - 40% = -18%

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12
Q

Risk-free rate is 2% and the beta of asset i is 1, if the action return of the market is 25%, the ex post CAPM model would generate a return due to non-idiosyncratic effects of:

Then if the asset’s actual return is 41%, then the what would be attributable to idiosyncratic return, E(it):

A

R(it) = R(f) + Beta (R(mt) - R(f)) - E(it)

0.02 + 1 (0.25 - 0.02) = 0.25 (or 25%)

Idiosyncratic return:

41% - 25% = 16%

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13
Q

Risk-free rate is 1.5% and the beta of asset i is 1.15, if the action return of the market is 15%, the ex post CAPM model would generate a return due to non-idiosyncratic effects of:

Then if the asset’s actual return is 28.30%, then the what would be attributable to idiosyncratic return, E(it):

A

R(it) = R(f) + Beta

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14
Q

A researcher wishes to test for statistically
significant factors in explaining asset returns. Using a confidence level of 90%,
how many statistically significant factors would the researcher expect to identify
by testing 50 variables, independent from one another, that had no true
relationship to the returns?

What if research were performed with a confidence level of
99.9% but with 100 researchers, each testing 50 different variables on different
data sets?

A

You are searching for the probability of a mistake.

1 researcher conducting the test with a 90% confidence level.

(1 - 0.9) x 50 = 5

If there are 100 researchers conducting the test with a 99.9% confidence level

(((1 - 0.999) x 50) x 100) = 5

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15
Q

20 researchers wishes to test for statistically
significant factors in explaining asset returns. Using a confidence level of 95%,
how many statistically significant factors would the researchers expect to identify
by testing 100 variables, independent from one another, that had no true
relationship to the returns?

What if research were performed with a confidence level of
90% but with 25 researchers, each testing 35 different variables on different
data sets?

A

1 - 0.95 = 0.05

0.05 x 100 = 5

20 x 5 = 100

1 - 0.9 = 0.1

  1. 1 x 35 = 3.5
  2. 5 x 25 = 87.5
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16
Q

20 researchers wishes to test for statistically
significant factors in explaining asset returns. Using a confidence level of 95%,
how many statistically significant factors would the researchers expect to identify
by testing 100 variables, independent from one another, that had no true
relationship to the returns?

What if research were performed with a confidence level of
90% but with 25 researchers, each testing 35 different variables on different
data sets?

A

1 - 0.95 = 0.05

0.05 x 100 = 5

20 x 5 = 100

1 - 0.9 = 0.1

  1. 1 x 35 = 3.5
  2. 5 x 25 = 87.5
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17
Q

Nine-month riskless securities trade for $97,000,
and 12-month riskless securities sell for $P (both with $100,000 face values and
zero coupons). A forward contract on a three-month, riskless, zero-coupon bond,
with a $100,000 face value and a delivery of nine months, trades at $99,000.
What is the arbitrage-free price of the 12-month zero-coupon security (i.e., P)?

A

100,000/P = 100,000/97,000)(100,000/99,000)

100,000/P = 1.041341

P = 100,000/1.041341

P = 96,030.00

Therefore, the 12-month bond must sell for $96,030.00 to prevent arbitrage.

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18
Q

Nine-month riskless securities trade for $98,000,
and 12-month riskless securities sell for $P (both with $100,000 face values and
zero coupons). A forward contract on a three-month, riskless, zero-coupon bond,
with a $100,000 face value and a delivery of nine months, trades at $98,980.
What is the arbitrage-free price of the 12-month zero-coupon security (i.e., P)?

A

100,000/P = (100,000/98,000)(100,000/98,980)

$97,000.40

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19
Q

A three-year riskless security trades at a yield of
3.4%, whereas a forward contract on a two-year riskless security that settles in
three years trades at a forward rate of 2.4%. Assuming that the rates are
continuously compounded, what is the no-arbitrage yield of a five-year riskless
security?

A

F(T-t) = (T x R(T) - t x R(t)) / (T - t)

manipulation:

F (T-t) x (T - t) = (T x R(T) - t x R(t))

F(T-t) x (T - t) + t R(t) = T x R(T)

R(T) = F(T-t) x (T - t) + t x R / T

R(t) = 3.4% 
F(T-t) = 2.4% 
T = 5 
t = 3 

R(T) = 0.024% x (5 - 3) + 3 x 0.034% / 5 = 0.03 (3%)

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20
Q

A three-year riskless security trades at a yield of
3.4%, whereas a forward contract on a two-year riskless security that settles in
three years trades at a forward rate of 2.4%. Assuming that the rates are
continuously compounded, what is the no-arbitrage yield of a five-year riskless
security?

A

F(T-t) = (T x R(T) - t x R(t)) / (T - t)

manipulation:

F (T-t) x (T - t) = (T x R(T) - t x R(t))

F(T-t) x (T - t) + t (R(t)) = T x R(T)

R(T) = F(T-t) x (T - t) + t x R(t) / T

R(t) = 3.4% 
F(T-t) = 2.4% 
T = 5 
t = 3 

R(T) = 0.024% x (5 - 3) + 3 x 0.034% / 5 = 0.03 (3%)

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21
Q

A three-year riskless security trades at a yield of
7%, whereas a forward contract on a two-year riskless security that settles in
three years trades at a forward rate of 5%. Assuming that the rates are
continuously compounded, what is the no-arbitrage yield of a five-year riskless
security?

A

F(T-t) = (T x R(T) - t x R(t)) / (T - t)

manipulation:

F(T-t) x (T - t) = T x R(T) - t x R(t)

(F(T-t) x (T - t)) + (t x R(t) = T x R(T)

R(T) = (F(T-t) x (T-t)) + (t x R(t)) / T

R(T-t) = 0.05% 
R(t) = 0.07% 
T = 5 
t = 3 

R(T) = (0.05 x (5-3)) + 3 x 0.07 / 5 = 0.062 (6.2%)

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22
Q

A three-year riskless security trades at a yield of
3.3%, whereas a forward contract on a two-year riskless security that settles in
three years trades at a forward rate of 1.5%. Assuming that the rates are
continuously compounded, what is the no-arbitrage yield of a five-year riskless
security?

A

F(T-t) = (T x R(T) - t x R(t) / (T - t)

manipulation:

F(T-t) x (T - t) = (T x R(T) - t x R(t))

R(T) = F(T-t) x (T - t) + t x R(t) / T

F(T-t) = 1.5% 
R(t) = 3.3% 
T = 5 
t = 3

R(T) = 0.015% x (5 - 3) + 3 x 0.033 / 5 = 0.0258 (2.58%)

23
Q

A stock currently selling for $10 will either rise to
$30 or fall to $0 in one year. How much would a one-year call sell for if its strike
price were $20?

A

Future price - Strike price

30 - 20 = $10

$10(pay off call) / $30 (future stock price) = 1/3

0.33333 x $10 (current stock price) = $3.33

$3.33 is the price of the call.

24
Q

A stock currently selling for $10 will either rise to
$100 or fall to $0 in one year. How much would a one-year call sell for if its strike
price were $40?

A

the potential/future price - the strike price

$100 - $40 = $60

/ future price
$60 / $100 = 0.6

x current price
0.6 x $10 = $6

25
Q

A stock currently selling for $20 will either rise to
$50 or fall to $0 in one year. How much would a one-year call sell for if its strike
price were $25?

A

future price - strike price
$50 - $25 = $25

pay of call price / future price
25 / 50 = 0.5

x current price
20 x 0.5 = $10

26
Q

A stock sells for $100 and is certain to make a
cash distribution of $2 just before the end of one year. A forward contract on that
stock trades with a settlement in one year. Assume that the cost to finance a
$100 purchase of the stock is $5 (due at the end of the year). What is the noarbitrage
price of this forward contract?

A

Stock price grows at 5% riskless rate (ignoring the dividend).

We need to pay $100 in the spot market for the stock.

To finance the purchase it costs $5, so purchase stock in the spot market and hold it one year costs $105.

However, the stock will distribute a $2 dividend to investors, making the actual costs $105 - $2 = $103

The cost of purchasing the stock in the spot market is $103 so the forward contract, which settles in $100 worth of the stock in one year should trade at the same price to prevent arbitrage.

$100 + $5 = $105

105 - $2 = $103

27
Q

A stock sells for $100 and is certain to make a
cash distribution of $2 just before the end of one year. A forward contract on that
stock trades with a settlement in one year. Assume that the cost to finance a
$100 purchase of the stock is $5 (due at the end of the year). What is the no-arbitrage
price of this forward contract?

A

Stock price grows at 5% riskless rate (ignoring the dividend).

We need to pay $100 in the spot market for the stock.

To finance the purchase it costs $5, so purchase stock in the spot market and hold it one year costs $105.

However, the stock will distribute a $2 dividend to investors, making the actual costs $105 - $2 = $103

The cost of purchasing the stock in the spot market is $103 so the forward contract, which settles in $100 worth of the stock in one year should trade at the same price to prevent arbitrage.

$100 + $5 = $105

105 - $2 = $103

28
Q

A stock sells for $50 and is certain to make a
cash distribution of $3 just before the end of one year. A forward contract on that
stock trades with a settlement in one year. Assume that the cost to finance a
$50 purchase of the stock is $6 (due at the end of the year). What is the no-arbitrage
price of this forward contract?

A

Add the purchase cost:
$50 + $6 = $56

Take away the dividend:
$56 - $3 = $53

29
Q

A stock sells for $75 and is certain to make a
cash distribution of $0 just before the end of one year. A forward contract on that
stock trades with a settlement in one year. Assume that the cost to finance a
$75 purchase of the stock is $2 (due at the end of the year). What is the no-arbitrage
price of this forward contract?

A

Add the cost of purchase:
$75 + $2 = $77

Take away the dividend:
$77 - $0 = $77

30
Q

If the spot price of an equity index that pays no
dividends is $500 and if the riskless interest rate is zero, what is the one-year
forward price on the equity index?

A

Riskless rate - dividend

0% - 0% = 0%

x 1

2nd > e^(x)

x 500

= $500

31
Q

If the spot price of an equity index that pays 5.0%
dividends is $250 and if the riskless interest rate is 5%, what is the one-year
forward price on the equity index?

A

Riskless rate - dividends

0.05% - 0.05% = 0%

x 1

2nd e^(x)

x 250

= $250

32
Q

If the spot price of an equity index that pays 2% is $100 and if the riskless interest rate is 3%, what is the one-year
forward price on the equity index?

A

riskless rate - dividend

0.03% - 0.02% = 0.01%

x 1 = 0.01%

2n^(x) = 1.010050

x $100 = $101.01

33
Q

If the spot price of an equity index that pays 4% is $50 and if the riskless interest rate is 2%, what is the one-year
forward price on the equity index?

A

riskless rate - dividend

0.02% - 0.04% = -0.02%

x 1 = -0.02%

2nd e^(x) = 0.980199

x 50 = 49.009934

$49.01

34
Q

If the spot price of an equity index that pays 2% dividends is $100 and if the riskless interest rate is 3%, what is the one-year
forward price on the equity index?

A

riskless rate - dividend

0.03% - 0.02% = 0.01%

x 1 = 0.01%

2n^(x) = 1.010050

x $100 = $101.01

35
Q

If the spot price of an equity index that pays 4% dividends is $50 and if the riskless interest rate is 2%, what is the one-year
forward price on the equity index?

A

riskless rate - dividend

0.02% - 0.04% = -0.02%

x 1 = -0.02%

2nd e^(x) = 0.980199

x 50 = 49.009934

$49.01

36
Q

If the spot price of an equity index that pays no
dividends is $500 and if the riskless interest rate is zero, what is the one-year
forward price on the equity index?

A

Riskless rate - dividend

0% - 0% = 0%

x time (annual = 1, semiannual = 0.5, 3-months = 0.025)
x 1 

2nd > e^(x)

x 500

= $500

37
Q

If the spot price of an equity index that pays 5.0%
dividends is $250 and if the riskless interest rate is 5%, what is the one-year
forward price on the equity index?

A

Riskless rate - dividends

0.05% - 0.05% = 0%

x time (annual = 1, semiannual = 0.5, 3-months = 0.025)
x 1 

2nd e^(x)

x 250

= $250

38
Q

If the spot price of an equity index that pays 2% dividends is $100 and if the riskless interest rate is 3%, what is the one-year
forward price on the equity index?

A

riskless rate - dividend

0.03% - 0.02% = 0.01%

x time (annual = 1, semiannual = 0.5, 3-months = 0.025)
x 1 = 0.01% 

2n^(x) = 1.010050

x $100 = $101.01

39
Q

If the spot price of an equity index that pays 4% dividends is $50 and if the riskless interest rate is 2%, what is the one-year
forward price on the equity index?

A

riskless rate - dividend

0.02% - 0.04% = -0.02%

x time (annual = 1, semiannual = 0.5, 3-months = 0.025)
x 1 = -0.02% 

2nd e^(x) = 0.980199

x 50 = 49.009934

$49.01

40
Q

Assuming a continuously compounded annual
interest rate of 5%, if the spot price of an equity index with 2% dividends is $500,
what would be the forward price on the equity index with settlement in three
months?

Six months?

Twelve months?

A

e^(r-d)(T)

500e^(0.05%-0.03%)(0.25)

0.05% - 0.03% = 0.02%

x time (annual = 1, semiannual = 0.5, 3-months = 0.025)
x 0.25 = 0.005

2nd e^(x) = 1.005013

x 500 = $502.51

41
Q

Assuming a continuously compounded annual
interest rate of 5%, if the spot price of an equity index with 2% dividends is $500,
what would be the forward price on the equity index with settlement in six
months?

A

500e^(r - d)(T)

500e^(0.05%-0.02%)(0.5)

0.05 - 0.02 = 0.03

x 0.5 = 0.015

2nd e^(x) = 1.015113

x 500 = 507.556532

$507.56

42
Q

Assuming a continuously compounded annual
interest rate of 5%, if the spot price of an equity index with 2% dividends is $500,
what would be the forward price on the equity index with settlement in twelve
months?

A

500e^(r - d)(T)

500e^(0.05-0.02)(1)

0.05 - 0.02 = 0.03

x 1 = 0.03

2nd e^(x) = 1.030455

x 500 = 515.227267

$515.23

43
Q

Assuming a continuously compounded annual
interest rate of 2%, if the spot price of an equity index with 3% dividends is $500,
what would be the forward price of a contract with settlement in three months?

A

500e^(r - d)(T)

500e^(0.02-0.03)(0.25)
(r - d) will be a negative value.

0.02 - 0.03 = -0.01

x 0.25 = -0.0025

2nd e^(x) = 0.997503

x 500 = 498.751561

$498.75

44
Q

Find the systematic and idiosyncratic returns for
the following: Assume that the risk-free rate is 2%, the realized return of asset i in
year t was 16%, the realized return of the market portfolio was 14% (which was
12% more than the riskless rate), and the beta of asset i is 1.25.

A

R(it) - R(f) = Beta(i) (R(mt) + R(f)) + E(it)

0.16% - 0.02% = 1.25(0.14% - 0.02%) + E(it)

= -0.01 (-1%)

45
Q

Find the systematic and idiosyncratic returns for
the following: Assume that the risk-free rate is 3%, the realized return of asset i in
year t was 25%, the realized return of the market portfolio was 10% (which was
7% more than the riskless rate), and the beta of asset i is 1.

A

R(it) - R(f) = Beta(i) (R(mt) + R(f)) + E(it)

  1. 25% - 0.03% = 1 (0.10% - 0.03) + E(it)
  2. 15 or (15%)
46
Q

Find the systematic and idiosyncratic returns for
the following: Assume that the risk-free rate is 2.5%, the realized return of asset i in
year t was 10%, the realized return of the market portfolio was 15% (which was
12.5% more than the riskless rate), and the beta of asset i is 1.3.

A

R(it) - R(f) = Beta(i) (R(mt) - R(f)) - E(it)

  1. 10% - 0.025 = 1.3(0.15 - 0.025) + E(it)
    - 0.08750 (or -8.75%)
47
Q

Consider Sludge Fund, a fictitious fund run by
unskilled managers that generally approximates the S&P 500 Index but does so
with an annual expense ratio of 100 basis points (1%) more than other
investment opportunities that mimic the S&P 500. Using Equation 8.1 and
assuming that the S&P 500 is a proxy for the market portfolio, the ex ante alpha
of Sludge Fund would be approximately –100 basis points per year. This can be
deduced from assuming that βi = 1 and that [E(Ri,t) – E(Rm,t)] = –1% due to the
expense ratio. Sludge Fund could be expected to offer an ex ante alpha,
meaning a consistently inferior risk-adjusted annual return, of?

A

E(R(it) - R(f)) = alpha(i) + Beta(i) (E(R(mt) - R(f))

manipulation to find alpha:

Alpha(i) = Beta(i) (E(R(mt) - R(f)) - E(R(it -ExpenseRatio - R(f))

the expected market return and the expected fund return are the same. However, the fund has 1% expense ratio.

Alpha (i) = 1(0.1 - 0) - (0.1 + 0.01 - 0)
= 0.1 - 0.11
= - 0.01 (-1%)

Alpha (i) = 1(2 - 0) - (2 + 0.01 - 0)
= 2 - 2.01
= -0.01 (-1%)

48
Q

Consider Trim Fund, a fund that tries to mimic
the S&P 500 Index and has managers who are unskilled. Unlike Sludge Fund
from the previous section, Trim Fund has virtually no expenses. Although Trim
Fund generally mimics the S&P 500, it does so with substantial error due to the
random incompetence of its managers. However, the fund is able to maintain a
steady systematic risk exposure of βi = 1. Last year, Trim Fund outperformed the
S&P 500 by 125 basis points. Using Equation 8.2, assuming that βi = 1 and that
(Rit – Rmt) = +1.25%, it can be calculated that ε(it) =

A

R(it) - R(f) = Beta(i) (R(mt) - R(f)) + E(it)

Rearrange E(it):

E(it) = R(it) - R(f) / Beta - R(mt) + R(f)

R(it) - R(mt) = 1.25% 
Beta = 1 
R(it) = 11.25% 
R(mt) = 10%
R(f) = 0

11.25 - 0 / 1 - 10 + 0 = 0.125

49
Q

Consider a regression with an alpha estimate of
0.5% (with a standard error of 0.3) and a beta estimate of 1.1 (with a standard
error of 0.3). Are the regression parameters statistically significant?

At a 5%
significance level (Note: the significance level is 5%, the confidence interval is
95%), the t-statistic needs to exceed 1.96 to be deemed statistically significant
(assuming a very large number of degrees of freedom).

A

T-statistic = Alpha or Beta / standard error

T-statistic Beta = 1.1/0.3 = 3.67

T-statistic Alpha = 0.5/0.3 = 1.67

0 < > 1.96

t-statistic < Z-Score; not deemed to be significantly different from zero

Alpha estimate is not deemed statistically significant, as it is less than the value of 1.96.

t-statistic > Z-Score; does differ significantly from zero

Beta estimate is deemed statistically significant, as it has value greater than the 1.96 z-score.

50
Q

Consider a regression with an alpha estimate of
0.5% (with a standard error of 0.3) and a beta estimate of 1.1 (with a standard
error of 0.3). Are the regression parameters statistically significant?

At a 5%
significance level (Note: the significance level is 5%, the confidence interval is
95%), the t-statistic needs to exceed 1.96 to be deemed statistically significant
(assuming a very large number of degrees of freedom).

A

T-statistic = Alpha or Beta / standard error

T-statistic Beta = 1.1/0.3 = 3.67

T-statistic Alpha = 0.5/0.3 = 1.67

0 < > 1.96

t-statistic < Z-Score; not deemed to be significantly different from zero

Alpha estimate is not deemed statistically significant, as it is less than the value of 1.96.

t-statistic > Z-Score; does differ significantly from zero

Beta estimate is deemed statistically significant, as it has value greater than the 1.96 z-score.

51
Q

Consider a regression with an alpha estimate of
0.5% (with a standard error of 0.3) and a beta estimate of 1.1 (with a standard
error of 0.3). Are the regression parameters statistically significant?

At a 10%
significance level (Note: the significance level is 10%, the confidence interval is
90%), the t-statistic needs to exceed 1.65 to be deemed statistically significant
(assuming a very large number of degrees of freedom).

A

t-statistic: Beta or Alpha / standard error

Alpha:

0.5/0.3 = 1.666667

which is greater than the z-score, meaning the alpha estimate is significant.

Beta:

1.1/0.3 = 3.666667

which is greater than the z-score 1.65. So the beta estimate is also significant.

52
Q

A 50-week rolling window analysis is performed
with exactly four years of data (208 weeks). How many analyses would be
performed, and how many statistically independent analyses would there be?

A

Number of windows of analyses is:
four years of data (208 weeks) - the number of weeks in the rolling window analysis (50)
208 - 50 = 158

The number of statistically independent analyses would be:
the amount of time (f years/208 weeks / the 50 rolling week analysis
208/50 = 4.16 (4)

53
Q

A 25-week rolling window analysis is performed
with more than four years of data (300 weeks). How many analyses would be
performed, and how many statistically independent analyses would there be?

A

Number of analyses performed:
300-25 = 275

Number of statistically independent analyses:
300/25 = 12