Data Analytics For Accounting
19th Edition
ISBN: 9781260375190
Author: RICHARDSON, Vernon J., Teeter, Ryan, Terrell, Katie
Publisher: Mcgraw-hill Education,
expand_more
expand_more
format_list_bulleted
Concept explainers
Textbook Question
Chapter 4, Problem 2MCQ
In the late 1960s, Ed Altman developed a model to predict if a company was at severe risk of going bankrupt. He called his statistic Altman’s Z-score, now a widely used score in finance. Based on the name of the statistic, which statistical distribution would you guess this came from?
- a.
Normal distribution - b. Poisson distribution
- c. Standardized normal distribution
- d. Uniform distribution
Expert Solution & Answer
Want to see the full answer?
Check out a sample textbook solutionStudents have asked these similar questions
In historical data, we see that investments with the highest average annual returns also tend to have the highest standard deviations of annual returns. This observation supports the notion that there is a positive correlation between risk and return. Which of the following answers correctly ranks investments from highest to lowest risk (and return), where the security with the highest risk is shown first, the one with the lowest risk last?
a. Large-company stocks, small-company stocks, long-term corporate bonds, U.S. Treasury bills, long-term government bonds.
b. Small-company stocks, large-company stocks, long-term corporate bonds, long-term government bonds, U.S. Treasury bills.
c. U.S. Treasury bills, long-term government bonds, long-term corporate bonds, small-company stocks, large-company stocks.
d. Large-company stocks, small-company stocks, long-term corporate bonds, long-term government bonds, U.S. Treasury bills.
e. Small-company stocks, long-term corporate bonds,…
You determined that the returns from Grain Processing Inc (GPI) are normally distributed with a mean of 10% and standard deviation of 8%. In addition, you are confident that past returns are good indicators of future returns. If you buy shares in GPI. answer in Finance terms, not Satistics.
a) What is the probability that your return will be negative?
b) What is the probability that your return will be above 16%?
Which of the following statements is CORRECT?
a. The SML shows the relationship between companies' required returns and their diversifiable risks. The slope and intercept of this line cannot be influenced by a firm's managers, but the position of the company on the line can be influenced by its managers.
b. Suppose you plotted the returns of a given stock against those of the market, and you found that the slope of the regression line was negative. The CAPM would indicate that the required rate of return on the stock should be less than the risk-free rate for a well-diversified investor, assuming investors expect the observed relationship to continue on into the future.
c. If investors become less risk averse, the slope of the Security Market Line will increase.
d. If a company increases its use of debt, this is likely to cause the slope of its SML to increase, indicating a higher required return on the stock.
e. The slope of the SML is determined by the value of beta.
Chapter 4 Solutions
Data Analytics For Accounting
Ch. 4 - Prob. 1MCQCh. 4 - In the late 1960s, Ed Altman developed a model to...Ch. 4 - Justin Zobel suggests that revising your writing...Ch. 4 - Prob. 4MCQCh. 4 - The Fahrenheit scale of temperature measurement...Ch. 4 - _______ data would be considered the least...Ch. 4 - ________ data would be considered the most...Ch. 4 - Prob. 8MCQCh. 4 - Exhibit 4-8 gives chart suggestions for what data...Ch. 4 - Prob. 10MCQ
Ch. 4 - Prob. 1DQCh. 4 - Prob. 2DQCh. 4 - Prob. 3DQCh. 4 - Prob. 4DQCh. 4 - Prob. 5DQCh. 4 - Based on the data from datavizcatalogue.com, how...Ch. 4 - Prob. 7DQCh. 4 - Prob. 8DQCh. 4 - Prob. 9DQCh. 4 - Prob. 1PCh. 4 - Prob. 2PCh. 4 - Prob. 3PCh. 4 - According to Exhibit 4-8, which is the best chart...Ch. 4 - Prob. 5PCh. 4 - Prob. 6PCh. 4 - Prob. 7P
Knowledge Booster
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, accounting and related others by exploring similar questions and additional content below.Similar questions
- Which of the following statements is false? A. The lower the correlation coefficient, the greater the potential benefits from diversification. B. To make the covariance of two random variables easier to interpret, it may be divided by the product of the random variables’ standard deviation. The resulting value is called the correlation coefficient, or simply, correlation. C. The risk that remains cannot be diversified away and is called the systematic risk. D. In the event of bankruptcy, preferred stock ranks below common stock but above debt.arrow_forwardWhich of the following is NOT a potential problem when estimating and using betas, i.e., which statement is FALSE? a. Sometimes, during a period when the company is undergoing a change such as toward more leverage or riskier assets, the calculated beta will be drastically different from the "true" or "expected future" beta. b. The beta of an "average stock," or "the market," can change over time, sometimes drastically. c. Sometimes the past data used to calculate beta do not reflect the likely risk of the firm for the future because conditions have changed. d. All of the statements above are true. e. The fact that a security or project may not have a past history that can be used as the basis for calculating beta.arrow_forwardQarshi Industries is a very well-profiled Company in financial markets of Pakistan. The company is confused about its investments during January effect. Help the company in estimating the risk and return of the company investments. For Qarshi Industries, the market and Stock J have the following probability distributions: Probability Rm Rj 0.3 15% 10% 0.4 9% 5% 0.3 8% 12% Calculate the expected rates of return for the market and Stock J. Calculate the standard deviations for the market and Stock J. Calculate the variance for the market and Stock J. Identify market anomaly, briefly discuss with example. Differentiate between Average return and Geometric return, elaborate with the mathematical description of eacharrow_forward
- Many financial economists believe that the random walk model is a gooddescription of the logarithm of stock prices. It implies that the percentagechanges in stock prices are unforecastable. A financial analyst claims to havea new model that makes better predictions than the random walk model.Explain how you would examine the analyst’s claim that his model is superior?arrow_forwardSuppose you are trying to decide whether to invest in a company that generates a high expected ROE, and you want to conduct further analysis on the company’s performance. If you wanted to conduct a comparative analysis for the current year, you would: Compare the firm’s financial ratios for the current year with its ratios in previous years Compare the firm’s financial ratios with other firms in the industry for the current year You decide also to conduct a qualitative analysis based on the factors summarized by the American Association of Individual Investors (AAII). According to your understanding, a company with one key product is considered to be risky than companies with a wide range of products. The American Association of Individual Investors (AAII) has identified several qualitative factors that should also be considered when evaluating a company’s likely future financial performance. Consider the scenario and indicate how you would expect the…arrow_forwardThe capital asset pricing model (CAPM) was developed by the Nobel Prize holder, "William Sharpe" in 1976, to measure the risk of Investors and their expected rate of return. Accordingly, to the CAPM, B is the only relevant measure of a stocks risk (volatility). On the same stream, Bennett in 1985 developed a unique model to measure the comprehensive required of return of financiers. (CRRR) Bennett Model." Required Based on your background in Accounting and Financial Management, give a comprehensive and concise recap on explanation of the models and their points of convergence and divergence. Citation of examples on application of the models is an added value.arrow_forward
- Which predictive analytics technique would be used to predict whether a firm is likely to have a material misstatement in the coming year? Monetary unit sampling Regression Classification Benford’s lawarrow_forwardThe file Fortune500 contains data for profits and market capitalizations from a recent sample of firms in the Fortune 500 a. Prepare a scatter diagram to show the relationship between the variables Market Capitalization and Profit in which Market Capitalization is on the vertical axis and Profit is on the horizontal axis. Comment on any relationship between the variables. b. Create a trendline for the relationship between Market Capitalization and Profit. What does the trendline indicate about this relationship?arrow_forwardYou have been hired at the investment firm of Bowers & Noon. One of its clients doesn’t understand the value of diversification or why stocks with the biggest standard deviations don’t always have the highest expected returns. Your assignment is to address the client’s concerns by showing the client how to answer the following questions: What are two potential tests that can be conducted to verify the CAPM? What are the results of such tests? What is Roll’s critique of CAPM tests?arrow_forward
- Value at Risk (VaR) is a statistical measure of maximum loss used by banks and other financial institutions to manage risk exposures. True or Falsearrow_forwardThe following are the historic returns for the Chelle Computer Company: Year Chelle Computer General Index 1 37 15 2 9 13 3 -11 14 4 8 -9 5 11 12 6 4 9 Based on this information, compute the following: a. The correlation coefficient between Chelle Computer and the General Index. b. The standard deviation for the company and the index. c. The beta for the Chelle Computer Company.arrow_forwardSuppose that, after conducting an analysis of past stock prices, you come up with the following observations. Which would appear to contradict the weak form of the efficient market hypothesis? A. The average rate of return is significantly greater than zero. B. The correlation between the return during a given week and the return during the following week is zero. C. One could have made superior returns by buying stock after a 10% rise in price and selling after a 10% fall. D. One could have made higher-than-average capital gains by holding stocks with low dividend yields.arrow_forward
arrow_back_ios
SEE MORE QUESTIONS
arrow_forward_ios
Recommended textbooks for you
- Auditing: A Risk Based-Approach (MindTap Course L...AccountingISBN:9781337619455Author:Karla M Johnstone, Audrey A. Gramling, Larry E. RittenbergPublisher:Cengage LearningEssentials of Business Analytics (MindTap Course ...StatisticsISBN:9781305627734Author:Jeffrey D. Camm, James J. Cochran, Michael J. Fry, Jeffrey W. Ohlmann, David R. AndersonPublisher:Cengage Learning
- Intermediate Financial Management (MindTap Course...FinanceISBN:9781337395083Author:Eugene F. Brigham, Phillip R. DavesPublisher:Cengage Learning
Auditing: A Risk Based-Approach (MindTap Course L...
Accounting
ISBN:9781337619455
Author:Karla M Johnstone, Audrey A. Gramling, Larry E. Rittenberg
Publisher:Cengage Learning
Essentials of Business Analytics (MindTap Course ...
Statistics
ISBN:9781305627734
Author:Jeffrey D. Camm, James J. Cochran, Michael J. Fry, Jeffrey W. Ohlmann, David R. Anderson
Publisher:Cengage Learning
Intermediate Financial Management (MindTap Course...
Finance
ISBN:9781337395083
Author:Eugene F. Brigham, Phillip R. Daves
Publisher:Cengage Learning
Efficient Market Hypothesis - EMH Explained Simply; Author: Learn to Invest - Investors Grow;https://www.youtube.com/watch?v=UTHvfI9awBk;License: Standard Youtube License