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Paha777 [63]
1 year ago
15

The residential division of Prism's high-speed Internet service uses one advertising agency, while its commercial division uses

another. Two analysts, Andy and Brad, are asked to test the effectiveness of the two agencies. Andy proposes an A/B test that compares the click-through rates per ad of the two agencies. Brad proposes a difference-in-difference test in which the budgets for both agencies are increased by 50%, and the percentage changes in the click-through rates are compared.True or False: Andy's proposal is more likely than Brad's to suffer from bias due to issues with "representativeness."
Business
1 answer:
pashok25 [27]1 year ago
4 0

Answer:

Andy's proposal is more likely than Brad's to suffer from bias due to issues with "representativeness."

The above statement is True.

Explanation:

AB testing compares the click-through rate of the two agencies only. This test runs on random basis. It is a straightforward exercise that affects the business in the short-run and its effect are temporary. While difference-in-difference testing studies the non-randomized data. The rates are higher but it covers the whole data.  

Andy's proposal is more likely than Brad's to suffer from bias to issues with 'representatives'. Andy opts for A/B testing while Brad opts for difference-in-difference testing. Therefore, Andy's proposal is more likely to bias due to limited verification.  

Hence, the given statement is  

'True'

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Which method of analysis does not classify variables as dependent or independent?
Masja [62]

Answer:

C) cluster analysis

Explanation:

Regression analysis. The regression analysis determines the relationship between the two variables. Thus, one of these quantities (X) is given in advance(dependent) and is not random. The second value (U) is the independent and random number. The randomness of the second quantity can be explained for two reasons. First: Measuring the random number U, which depends on the number X, is associated with certain errors; second: The value of U may depend on other uncontrollable factors, in addition to being dependent on the value of the corresponding X value. In this case, we need to talk about the distribution of the random variable U against each value of the X variable.  The main purpose of the regression analysis is to build a mathematical model that takes into account the factors affecting the physical process using experimental data and evaluating its accuracy.  The least squares method is used for statistical estimation of the mathematical model's suitability to experimental data.

Discriminant analysis is a method used in statistics, pattern recognition, and machine learning to find a linear combination of attributes that define or distinguish two or more classes or events. The resulting combination can be used as a linear classifier or more often to reduce the size before classifying.  LDA is closely related to variance analysis (ANOVA) and regression analysis, which try to express a dependent variable as a linear combination of other properties or dimensions. However, while variance analysis uses qualitative independent variables and a continuous dependent variable, discriminant analysis has continuous independent variables and a qualitative dependent variable.

Cluster analysis or clustering is a problem of grouping a number of objects. In this problem, objects must be in some way more similar to those in other groups to accommodate the same clusters (clusters). One of the main problems with data transmission is a common technique used in statistical data analysis. It is also used in machine learning, pattern recognition, image analysis, data retrieval, bioinformatics, data compression and computer graphics.

One-way analysis of variance (ANOVA) is used to calculate the significance of the difference between three and more independent means in a normally distributed series. ANOVA compares the arithmetic means of three or more groups alone; ANOVA result is also significant when at least one of these comparisons is significant. To measure the significance it will have the relation to the regression analysis that's why there will be dependent and independent variables as well.

6 0
1 year ago
Read 2 more answers
Classy Clay has extremely creative employees who, in the opinion of the organization, keep the company ahead of the competition.
Art [367]

Answer:

strength

Explanation:

When you are performing a SWOT analysis, you must analyze both internal and external factors. Internal factors include strengths and weaknesses, while external factors include opportunities and threats:

  • strengths: analyses what does your company do well and distinguish it from the competition.
  • weaknesses: analyses what are your company's weak spots and what does your competition do better than you.
  • opportunities: new situations that can favor your company.  
  • threats: situations that can negatively affect your company.  

6 0
2 years ago
A portfolio consists of the following two funds. Fund A Fund B $ Invested $ 12,000 $ 8,000 Weight 60 % 40 % Exp Return 15 % 12 %
vova2212 [387]

Answer:

Sharpen Ratio   =            <u>    Rp  - Rf</u>

                         standard deviation of portfolio

                        =    <u>13.8%  - 3.6%</u>

                                     173.11%

                              =   0.05892

                              = 0.059

workings

Return of portfolio   =   Ra*wa  +  Rb*Wb

                            =  15%*0.6  +  12%*0.4  

                           =   9%  +  4.8%  =  13.8%

Standard deviation of portfolio =  square root of variance

= √ stdA²wa² + stadB²wb² + 2wawbcorrAB

= √(24%*0.6)² +(14%*0.4)²  + 2*0.6*0.4*1.27

=  √207.36% + 31.36% + 0.6096

=  √2.9968

= 1.73

=  173.11%

                                                 

Explanation:

7 0
2 years ago
As the manager of Margarita Mexican Restaurant, you must deal with a variety of business transactions. Provide an explanation fo
nalin [4]

Answer:

Explanation:

The explanation of the following transactions is given

a. Debit Equipment and credit Cash.  

In this transaction, the equipment is purchased for cash so the equipment account is debited and the cash account is credited.

b. Debit Dividends and credit Cash.  

In this transaction, the dividend is paid for cash so the dividend account is debited and the cash account is credited.

c. Debit Wages Payable and credit Cash.  

In this transaction, the Accrued wages are paid for cash so the wages payable account is debited and cash account is credited.

d. Debit Equipment and credit Common Stock  

In this transaction, the equipment is purchased for exchange of the common stock so the equipment account is debited and common stock is credited.

e. Debit Cash and credit Unearned Revenue  

In this transaction, the cash is received for service rendered in the future so the cash account is debited and Unearned Revenue is credited.

f. Debit Advertising Expense and credit Cash  

In this transaction, the advertising expense is paid for cash so the advertising expense account is debited and cash is credited.

g. Debit Cash and credit Service Revenue.

In this transaction, the cash is received for service performed so the cash account is debited and service Revenue is credited.

5 0
2 years ago
A company has the opportunity to take over a redevelopment project in an industrial area of a city. No immediate investment is r
Ganezh [65]

Answer:

1-a. The are multiple IRRs stated as follows:

The first IRR value = 4.09%

Second IRR value = 31.82%

1-b. Rate of return = 7.58%

2. This is NOT a good investment because the NPV is negative.

Explanation:

Note: The estimated Net Cash Flow for the 4th year in the data is erroneously stated in the question as a positive value instead as a negative value since it is a cost.

The estimated net cash flows correctly before answering the question as follows:

Year End             Net Cash Flow

1                             $500,000

2                            $300,000

3                            $100,000

4                          –$2,400,000

5                            $150,000

6                            $200,000

7                            $250,000

8                            $300,000

9                            $350,000

10                           $400,000

The explanation of the answers is now given as follows:

1-a. Tabulate the PW versus the interest rate and determine whether multiple IRRs exist.

Note: See Part 1-a of the attached excel file for the tabulation of the PW versus the interest rate.

From Part 1-a of the attached excel file, it can be observed that multiple IRRs exist. This is because there two IRRs stated as follows:

The first IRR value = 4.09%

Second IRR value = 31.82%

1-b. If so, use the ERR method when e 8% per year to determine a rate of return.

Note: See Part 1-a of the attached excel file for the calculation of total future value of income when e = 8% per year.

In the attached excel file, note that year 4 has a cost not income. Therefore,

From attached excel, we have:

Total Future Value of Income = $3,661,508.81

In the attached excel file, note that year 4 has a cost (not income) of $2,400,000. Therefore, it future value is not calculated. However, the present of the cost can be calculated as follows:

Present value of cost in year 4 = $2,400,000 / (100% + e)^4 = $2,400,000 / (100% + 8%)^4 = $1,764,071.65

The rate of return can now be calculated as follows:

Rate of return = ((Total Future Value of Income / Present value of cost in year 4)^(1/Number of period)) - 1 = (($3,661,508.81 / $1,764,071.65)^(1/10)) - 1 = 0.0758, or 7.58%

2. Use the PW method and a MARR of 18% to determine whether this is a good investment.

Note: See Part 2 of the attached excel file for the calculation of net present value (NPV).

From part 2 of the attached excel file, we have:

Net present value = –$21,043.15

Since the net present value is negative, this implies that this is NOT a good investment.

Download xlsx
5 0
1 year ago
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