“Inelasticity” is an economic term that refers to static quantities of goods or services as prices change. Inelastic demand means that consumers' buying habits stay roughly the same when prices rise and consumers' buying habits stay roughly the same when prices fall.
The price elasticity of demand is calculated by dividing the percentage change in quantity demanded by the percentage change in price. If the quotient is greater than or equal to 1, demand is said to be elastic. If the value is less than 1, the demand is considered inelastic.
Elastic Demand is used to describe scenarios where changes in demand are sensitive to small changes in price. For example, if we see a big change in the price of Lays chips, consumers are more likely to switch to a different brand, causing a drop in demand. And vice versa.
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O que é locução verbal?
Answer:
verbal expression - the communication (in speech or writing) of your beliefs or opinions; "expressions of good will"; "he helped me find verbal expression for my ideas"; "the idea was immediate but the verbalism took hours"
expressão verbal - a comunicação (oral ou escrita) de suas crenças ou opiniões; “expressões de boa vontade”; "ele me ajudou a encontrar expressão verbal para minhas idéias"; "a ideia foi imediata mas o verbalismo demorou horas"
Explanation:
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What are the First Principles of marketing strategy?
A.
A framework or lens through which to look at marketing strategy
that organizes marketing decisions to solve four underlying
"problems", kno
The first principle of marketing strategy is to solve four underlying problems by organizing marketing decisions through a framework or lens.
These problems are related to segmentation, targeting, differentiation, and positioning.
Segmentation involves dividing the market into distinct groups of consumers with similar characteristics and needs. Targeting refers to selecting the specific segments to focus on based on their attractiveness and alignment with the company's resources and capabilities.
Differentiation involves creating a unique value proposition that sets the company's offering apart from competitors. Lastly, positioning involves establishing a clear and compelling image of the brand or product in the minds of consumers within the chosen target segments.
By addressing these four problems systematically, companies can develop effective marketing strategies that align with customer needs, leverage competitive advantages, and create value for both customers and the organization. This first principle provides a structured approach to decision-making in marketing, helping companies navigate the complexities of the market and achieve their business objectives.
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As a producer, you are willing to supply the most goods at the highest price. This is because the highest
price earns you the
most demand
highest costs
most profits
Answer: most profits
Explanation:
What are the two bet reource for quetion or upport regarding buine continuity from cutomer
Regarding a business continuity from a customer, there are two major aspect, such as team work and communication. In here, communication can be defined as a communication between each person and team and also between customer and organization.
In economic and business, Business continuity generally can be defined as a condition after an emergency or disruption where a business's level of readiness to maintain critical functions. Business continuity including several aspects, such as Security breaches. Natural disasters. Power outages. In business continuity, there are 3 major elements, such as Resilience, recovery and contingency.
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JohnBoy Industries has a cash balance of $54,000, accounts payable of $134,000, inventory of $184,000, accounts receivable of $219,000, notes payable of $129,000, and accrued wages and taxes of $41,500. How much net working capital does the firm need to fund?
Answer:Net working capital = $152,500
Explanation:
Net working capital = CA– CL
Where CA= Current Assets = Cash + Inventory + Accounts Receivable
and CL= Current Liabilities= Account payable + Notes payable + accrued wages and taxes
CA=$54, 000 + $184,000 + $ 219,000 =$457,000
Current liabilities = Account payable + Notes payable + accrued wages and taxes
CL = $134,000 + $129,000 + $41,500 = $304,500
Net working capital = Current assets – Current liabilities
Net working capital = $457,000 – $304,500= $152,500
Net working capital = $152,500
Bill has to write a report for this manager. He must do some background research, write the report, and present it to a group of 30 employees. Which factor will likely influence his list of priorities?
a.
Logic
b.
Importance
c.
Achievability
d.
Time
Answer:
A). Logic
Explanation:
As per the question, the factor that would most likely be included in Bill's list of precedences while preparing the report would be 'logic or reason.' A logical argument or claim in his report backed with sufficient details to substantiate it would not only establish the credibility of the claim but also appeal to the reason of the manager and make it more effective. It will help present the ideas or thoughts in a flow and justify the conclusion appropriately. Hence, option A is the correct answer.
Answer:
the answer is A
Explnation:
i just took the quiz
What is profit in an economic system?
A. Profit is the investment a producer makes in the economy to achieve financial gain.
B. Profit is the net change in the value of the economy due to an exchange.
C. Profit is the financial gain resulting from an exchange.
D. Profit is the investment a consumer makes in the economy to achieve financial gain.
Answer:
I think D is correct answer
The profit in the economic system is the investment made by the consumer for accomplishing the financial gain.
The information related to the profit is as follows:
It is the surplus that comes after deducting the cost from the revenue made. It is the investment that should be made by the consumer for attaining financial gain.Therefore all the other options are incorrect.
Thus we can conclude that profit in the economic system is the investment made by the consumer for accomplishing the financial gain.
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Analyze your findings on secondary data sources and discuss them with your classmates. how do the findings add to and contribute to the information provided in the text?
When analyzing secondary data sources, it is indeed important to follow a structured approach and engage in meaningful discussions with classmates.
Here's how you can go through the steps you mentioned:
1. Summarize the main points of the text: Begin by providing a concise summary of the key points covered in the text you analyzed. This will set the foundation for discussing the additional insights gained from secondary data sources.
2. Present findings from secondary data sources: Share the relevant findings you obtained from secondary data sources such as research papers, surveys, reports, or any other credible and authoritative materials. Highlight any notable similarities or differences compared to the information in the text.
3. Compare and contrast information: Analyze the information presented in the text alongside the findings from secondary data sources. Identify any inconsistencies or discrepancies between the two sources. This step helps to identify potential gaps or limitations in the original text or the secondary sources.
4. Discuss the contribution of additional data: Reflect on how the additional data from secondary sources contributes to a more comprehensive understanding of the topic. Assess whether it provides new insights, supports the existing information, or challenges certain assumptions made in the text. Discuss how these new perspectives can shape your understanding of the topic.
5. Encourage classmates to share their findings: Open the floor for classmates to share their own findings from secondary data sources. Encourage a constructive discussion where different perspectives and interpretations can be explored. This exchange of ideas will broaden everyone's understanding of the topic and promote critical thinking.
6. Conclude by highlighting the value of secondary data sources: Summarize the key takeaways from the discussion, emphasizing the importance of incorporating secondary data sources to enrich the information provided in the text. Highlight how these sources offer diverse perspectives and a broader range of data, ultimately contributing to a more robust understanding of the topic.
Remember to maintain a respectful and collaborative atmosphere throughout the discussion, allowing everyone to contribute their thoughts and insights. By engaging in such conversations, you and your classmates can deepen your understanding and develop a more well-rounded perspective on the topic at hand.
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What MUST you have in order to
complete a federal, state, or local tax
return form?
Answer:
federal
Explanation:
I need someone to help me
What's the problem? I'd be happy to help you if you would be willing to specify what you need help with.
Raises and other monetary incentives are examples of ______ rewards.
Raises and other monetary incentives are examples of extrinsic rewards. Extrinsic rewards are tangible benefits or incentives provided to employees in addition to their intrinsic motivation.
These rewards serve to motivate employees by recognizing their hard work and achievements, ultimately contributing to higher job satisfaction, productivity, and employee retention. They can be particularly effective in industries with competitive environments, where financial incentives are necessary to attract and retain top talent.
Moreover, extrinsic rewards can act as a catalyst for healthy competition among employees, fostering a culture of continuous improvement and growth within an organization.
However, it is important for employers to strike a balance between extrinsic and intrinsic motivation. Over-reliance on extrinsic rewards can sometimes lead to a decrease in intrinsic motivation, diminishing the passion and interest that employees have for their work.
To maintain a well-rounded approach to employee motivation, companies should also focus on providing opportunities for personal and professional growth, maintaining a positive work environment, and offering meaningful work that aligns with employees' values and interests.
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imagine a 2,000-acre park with picnic benches, trees, and a pond. suppose it is publicly owned, and people are invited to enjoy its beauty. when the weather is nice, it is difficult to find parking, and the trash cans overflow with food wrappers on summer afternoons. otherwise, it is a great place. the park is a common resource because a. access is limited due to driving distances. b. anyone can use it without affecting anyone else. c. if too many people use it, one person's use diminishes other peoples' use. d. people can be prevented from using it.
The correct option is C. If too many people use it, one person's use diminishes other peoples' use. This is because the park is a public resource, meaning that it is available for everyone to use and enjoy.
However, if too many people use the park at once, then the resources such as parking and trash cans will be overtaxed, making the experience less enjoyable for everyone. This means that one person's use can diminish the use of others.
Hence the correct option is C. if too many people use it, one person's use diminishes other peoples' use. d. people can be prevented from using it.
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Approximately what percentage of a reduction in errors did international air transport association have when thier employees working in cargo management obtaned instant access to clear and consistent working instructions for key tasks, such as accepting cargo as ready for air carriage?.
34% of a reduction in errors did international air transport association have when their employees working in cargo management obtained instant access to clear and consistent working instructions.
Transporting shipments, emptying cargo, picking, sorting, and putting away are all included within the term "cargo administration," which portrays how these assignments are dealt with in calculated centres and distribution centers. Those who sort out, encourage, assist, and course the stream of approaching and leaving shipments cargo and cargo shipments in carriers and cargo organizations are known as cargo administration officers. The cargo management officer make beyond any doubt that shipments of products are kept and dealt with in agreement with Standard Working Methods (SOPs) and taking care of regulations. All shipment printed material is ready by the cargo administration officer, who moreover handles stock control and housekeeping obligations. Shipments are sorted out in agreement with cargo plans, much obliged to the cargo management officer.
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A container of bouncy ball hold 3 clear, 10 yellow, 3 green, and 4 red ball. A ball i elected at random from the container
A container containing bouncy balls contains 3 clear balls, 10 yellow balls, 3 green balls, and 4 red balls. If a ball is selected at random from a container, the probability of selecting a certain color can be calculated by dividing the number of colored balls by the total number of balls in the container.
For example, the probability of drawing a clear ball is 3 / (3 + 10 + 3 + 4) = 3 / 20 = 0.15 or 15%. The probability of getting a yellow ball is 10/20 = 0.50 or 50%. The probability of getting a green ball is 3/20 = 0.15 or 15%. The probability of getting a red ball is 4/20 = 0.20 or 20%.
Probability is a branch of mathematics that deals with the probability or chance of an event occurring. It is expressed as a number between 0 and 1, where 0 represents an impossible event and 1 represents a certain event. A probability of 0.5, for example, indicates that an event has an equal chance of happening or not happening. A probability of 0.8 indicates a high probability of an event occurring, while a probability of 0.2 indicates a low probability of an event occurring.
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If an insurer is incorporated in Rhode Island, but primarily does business in New York, what type of insurer is this considered in New York
If an insurer is incorporated in Rhode Island, but primarily does business in New York. This is called foreign insurer.
Who is an insurer?An insurer can be defined as a person who insured a person or a person who provide insurance coverage.
An Insurer has their business situated or established in the United States of America but carried out is business activities in another country like New york this will be tend to be called foreign insurer in New york because the business is not domiciled in New york but United state of america.
Inconclusion this is called foreign insurer.
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*You have a company's balance sheet, its income statement, and its statement of cash flows. Which would you refer to if you wanted to know if a company made or lost money last year? If you wanted to find out how much debt the firm had used to finance its assets? If you wanted to know why its cash balance had changed over the past year?
The following selected amounts are available for Canada Company. Retained earnings (beginning) HK$1,600 Net loss 300
Cash dividends declared 200
Share dividends declared 200 What is its ending retained earnings balance? a. HK$1,300 b. HK$1,400 c. HK$900 d. HK$1,200
Its ending retained earnings balance is HK$900. We need to start with the beginning retained earnings and adjust for the net loss and dividends. The correct answer is option C.
To calculate the ending retained earnings balance, we need to start with the beginning retained earnings and adjust for the net loss and dividends.
Beginning retained earnings: HK$1,600
Net loss: -HK$300
Cash dividends declared: -HK$200
Share dividends declared: -HK$200
To calculate the ending retained earnings, we subtract the net loss and dividends from the beginning retained earnings:
Ending retained earnings = Beginning retained earnings + Net loss - Cash dividends declared - Share dividends declared
Ending retained earnings = HK$1,600 - HK$300 - HK$200 - HK$200
Ending retained earnings = HK$900
Therefore, the correct answer is c. HK$900.
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(Nonconstant Growth) 18%, what is the value of the stock today? Do not round intermediate calculations. Round your answer to the nearest cent.
To determine the value of the stock today, we need to consider the nonconstant growth rate of 18%. First, we'll need to know the initial value of the stock. Without this information, it is not possible to calculate the value of the stock today accurately.
The initial value could be the purchase price or the value at a specific point in time. Once we have the initial value, we can use the growth rate of 18% to calculate the value of the stock today. To calculate the value of the stock today, we can use the formula for compound interest: Value today = Initial value * (1 + growth rate)^number of periods. In this case, the growth rate is 18%, which we can express as 0.18 in decimal form. The number of periods represents the time elapsed since the initial value. For example, let's say the initial value of the stock was $1000, and we want to find the value after 5 years. Value today = $1000 * (1 + 0.18)^5. Using a calculator or a spreadsheet, we can calculate the value today: Value today = $1000 * (1.18)^5 = $1967.04 (rounded to the nearest cent).
So, the value of the stock today, after 5 years with a non constant growth rate of 18%, is approximately $1967.04. It's important to note that this calculation assumes the growth rate remains constant over time. In reality, the growth rate of a stock may vary, and other factors can influence its value. Therefore, it's crucial to regularly monitor and evaluate the stock's performance using up-to-date information.
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The best measure of long-run economic growth adjusts
A. nominal GDP for inflation and population.
B. nominal GDP for inflation.
C. nominal GDP for population.
D. real GDP for the base year.
Real GDP per capita is the best indicator of long-run economic growth.
What is real and nominal GDP?Nominal GDP is a measurement of a country's economic output that is not adjusted for inflation and is calculated by valuing goods and services produced at current market prices. Real GDP, on the other hand hand, is adjusted for inflation and reflects changes in purchasing power over time. It is calculated by valuing products and services produced at constant prices beginning with a base year. Real GDP is a more accurate measure of a country's economic growth because it eliminates the effect of price changes on the value of goods and services. Nominal GDP is useful for determining the value of economic activity in current dollars, whereas real GDP allows for meaningful comparisons over time.
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annual dividends of atta corporate grew from $0.96 in 2005 to $1.26 in 2017. what was the annual growth rate?
If the annual dividends of Atta Corporate grew from $0.96 in 2005 to $1.26 in 2017, the annual growth rate was 3.46%.
Given that the annual dividends of Atta Corporation grew from $0.96 in 2005 to $1.26 in 2017, we need to find the annual growth rate. There are various methods to calculate the annual growth rate, but one of the easiest is the CAGR method.
CAGR stands for Compound Annual Growth Rate, and it is a measure of the average annual growth rate of an investment or a company over a specific period of time. To calculate CAGR, we need the starting value, the ending value, and the number of years in between the starting and ending values.
CAGR is calculated using the following formula:
CAGR = (Ending value/Beginning value)^(1/Number of years) - 1
Here, the beginning value is the dividend per share in 2005, which is $0.96.
The ending value is the dividend per share in 2017, which is $1.26. And the number of years is 12 (from 2005 to 2017). Putting these values into the formula, we get:
CAGR = ($1.26/$0.96)^(1/12) - 1
Simplifying the expression, we get:
CAGR = 0.0346
Therefore, the annual growth rate of Atta Corporation's dividends was approximately 3.46%.
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Which type of account (real, personal, or nominal) includes the following expenses of a business?
Expenses like rent, transportation, and advertising are part of a business’ ______
account, because they are fictitious.
Answer: Nominal account
Explanation:
Expenses like rent, transportation, and advertising are part of a business (Nominal) account, because they are fictitious.
Personal accounts are the accounts that have to do with individuals, or businesses. A real account is an account that isn't closed when the accounting period ends. The bqlnaces in the real account are carried to the following period. An example of this is cash.
Nominal account is an account that has a zero beginning balance at the start of the year. This is because when an accounting year ends, the nominal account will be closed.
Which two of the following must be completed when the pharmacy is
notified of a Lock-in patient?
Allow the patient to fill if they pay cash.
Advise Store Management.
Add a forced note into the patient's profile.
Review the patient information with all Pharmacy Team Members
When a pharmacy is notified of a Lock-in patient, the things that should be done include:
Add a forced note into the patient's profile.Review the patient information with all Pharmacy Team MembersLock-in programs, is also referred to as the drug management programs, and the main idea behind it is to reduce the doctor shopping.
Doctor shopping here means the practice whereby people go to different doctors in order to get different prescriptions for opioids or every other substances that are misused.
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Suppose the U.S. government imposes a tax on ice cream sellers of $0.50 per gallon of ice cream. If the market price of ice cream rises by $0.10 per gallon, we know that:a. the demand for ice cream is more inelastic than the supply of ice cream.b. the supply of ice cream is more inelastic than the demand for ice cream.c. the demand for ice cream is unit elastic.d. ice cream companies are being nice.
The correct answer is option (a) the demand for ice cream is more inelastic than the supply of ice cream. When the government imposes a tax on a product like ice cream, it increases the cost of production for ice cream sellers.
In this case, the tax on ice cream sellers of $0.50 per gallon of ice cream will increase the cost of producing ice cream for the sellers. This will shift the supply curve for ice cream to the left, causing a decrease in the quantity of ice cream supplied at each price level. When the market price of ice cream rises by $0.10 per gallon, it means that the sellers are passing on some of the tax burden to the buyers, which leads to a higher market price. If the demand for ice cream were perfectly elastic, the increase in price would lead to a decrease in quantity demanded, which would result in a decrease in total revenue for ice cream sellers. But if the demand for ice cream is more inelastic than the supply of ice cream, the increase in price will lead to a smaller decrease in quantity demanded, and sellers will be able to pass on most of the tax burden to the buyers. This means that the buyers will pay more of the tax, and the sellers will pay less. Therefore, option (a) is correct because it indicates that the demand for ice cream is more inelastic than the supply of ice cream. This means that buyers are less responsive to changes in the price of ice cream than sellers are to changes in the cost of producing ice cream. As a result, buyers will bear a larger share of the tax burden than sellers. Option (b) is incorrect because it indicates that the supply of ice cream is more inelastic than the demand for ice cream, which contradicts the explanation above. Option (c) is also incorrect because it assumes that the demand for ice cream is unit elastic, which means that the percentage change in quantity demanded is equal to the percentage change in price, but this assumption is not supported by the information given in the question. Option (d) is not relevant to the question and is therefore incorrect.
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1.research all entry level of position of hotel 2.job description
3.job title
4.job summary
5.job responsibility
please help me please help due date na nito bukas
Answer: Please Rate + Thank + Brainliest
Explanation:
Sure, I can help you with that! Here's some information on entry-level positions in hotels, including job descriptions, job titles, job summaries, and job responsibilities:
Entry-Level Positions in Hotels:
Front Desk Clerk/ReceptionistHousekeeping StaffFood and Beverage Server/AttendantMaintenance Worker/TechnicianPorter/BellhopJob Description:
Front Desk Clerk/Receptionist: responsible for checking guests in and out, answering phone calls and emails, making reservations, and handling customer inquiries and complaints.Housekeeping Staff: responsible for cleaning guest rooms, common areas, and public spaces, replenishing supplies, and reporting any maintenance issues to the appropriate department.Food and Beverage Server/Attendant: responsible for taking food and beverage orders, serving guests, setting up and cleaning dining areas, and handling payment transactions.Maintenance Worker/Technician: responsible for performing routine maintenance tasks, such as repairing equipment and fixtures, painting, and cleaning.Porter/Bellhop: responsible for helping guests with their luggage, directing them to their rooms, and providing information about the hotel and its amenities.Job Titles:
Front Desk Clerk/ReceptionistHousekeeping StaffFood and Beverage Server/AttendantMaintenance Worker/TechnicianPorter/BellhopJob Summary:
Front Desk Clerk/Receptionist: Provide excellent customer service to guests, check guests in and out, and handle guest inquiries and complaints.Housekeeping Staff: Ensure the cleanliness and comfort of guest rooms and public spaces, report maintenance issues to the appropriate department, and replenish supplies as necessary.Food and Beverage Server/Attendant: Provide excellent customer service, take food and beverage orders, serve guests, and handle payment transactions.Maintenance Worker/Technician: Perform routine maintenance tasks, repair equipment and fixtures, and keep the hotel in good condition.Porter/Bellhop: Provide assistance to guests with their luggage, direct guests to their rooms, and provide information about the hotel and its amenities.Job Responsibilities:
Front Desk Clerk/Receptionist:Check guests in and outHandle phone calls and emailsMake reservationsHandle guest inquiries and complaintsHousekeeping Staff:
Clean guest rooms and public spacesReport maintenance issues to the appropriate departmentReplenish supplies as necessaryFood and Beverage Server/Attendant:Take food and beverage ordersServe guestsSet up and clean dining areasHandle payment transactionsMaintenance Worker/Technician:
Perform routine maintenance tasksRepair equipment and fixturesKeep the hotel in good conditionPorter/Bellhop:
Provide assistance to guests with their luggageDirect guests to their roomsProvide information about the hotel and its amenitiesI hope this helps!
Use the as/ad model to describe the effect of each of the following events on the economy of snezhanka (a fictitious nation). beginning with the economy in equilibrium carefully show the shift involved and the new equilibrium. state whether the p (price level) and rgdp at the new equilibrium are higher or lower. for each part of this question, start again at the original equilibrium. what will happen if:
a. taxes on households are decreased?
b. taxes paid by firms are decreased?
c. the value of the national currency, the snezhankan lev, declines in the international currency market?
d. a revolutionary new machine, the aparat, increases worker productivity?
The following would happen
Aggregate income would increase for households. They would have a rise in output. taxes on households are decreasedWhen the taxes are decreased, the households would have a rise in their purchasing power. Their output would go up form q to q2.
taxes paid by firms are decreasedThe cost of the firms production is going to fall. The firm would then be able to raise their production hence increasing their supply. Output would rise and price level would fall.
the value of the national currency, the snezhankan lev, declines in the international currency market?If the value of the currency should fall, then it would cause the demand for foreign goods to rise then there would be a new equilibrium in the market.
a revolutionary new machine, the apparat, increases worker productivityAn increase in productivity would raise supply for the producer hence bringing about a new rise in the price level.
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Jorge is a customer service associate in an upscale supermarket. The monetary payment he receives in exchange for performing his job is referred to as _______. Multiple choice question
Jorge's monetary payment for performing his job as a customer service associate in an upscale supermarket is his salary or wage.
A salary is a fixed amount of money paid to an employee on a regular basis, usually bi-weekly or monthly, whereas a wage is usually an hourly rate paid to an employee for the hours they work.
The purpose of the monetary payment is to compensate Jorge for his time and effort spent in performing his job duties, as well as to provide him with financial stability and security.
The amount of his salary or wage is determined by a variety of factors, including his level of experience, job responsibilities, market demand for his skills, and company policies.
Jorge's compensation package may also include benefits such as health insurance, retirement plans, and paid time off, which add to the overall value of his compensation.
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East Company's shares are selling right now for $35. They expect that the dividend one year from now will be $2.22 and the required return is 12%. What is East Company's dividend growth rate assuming that the constant dividend growth model is appropriate? 6.13% 6.34% 5.66% 5.00% 4.78%
East Company's dividend growth rate, assuming the constant dividend growth model is appropriate, is 6.34%.
The constant dividend growth model formula is Dividend Growth Rate = (Dividend / Stock Price) - Growth Rate.
Given that the expected dividend one year from now is $2.22, the current stock price is $35, and the required return is 12%, we can substitute these values into the formula:
Dividend Growth Rate = ($2.22 / $35) - 0.12 = 0.0634 - 0.12 = -0.0566.
Therefore, the dividend growth rate is approximately 6.34% (rounded to two decimal places). This indicates that East Company's dividends are expected to grow at a rate of 6.34% per year based on the constant dividend growth model.
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KNOWLEDGE CHECK After you've finished building your portfolio and adding securities to it in PRTU, what is your next logical step? o To research the securities with DES and FA o To export your portfolio into Microsoft Excel o To type securities into the amber Security field in PRTU to include them in your portfolio o To analyze the portfolio in PORT
once you've done creating your portfolio and adding securities to it in PRTU, to analyze the portfolio in PORT.
What is portfolio?
A portfolio is a grouping of financial assets such as stocks, bonds, commodities, cash, cash equivalents, and their fund equivalents. Although real estate, gold, paintings, and other collectable works of art can all be added to a portfolio to diversify it, stocks and bonds are typically thought of as its main building elements.
An investment portfolio can be compared to a pie that has been cut into various wedge-shaped pieces, each of which represents a distinct asset class and/or kind of investment. In order to obtain an optimum risk-return portfolio allocation for their degree of risk tolerance, investors strive to build a well-diversified portfolio. Although cash, stocks, and bonds are typically thought of as the three main components of a portfolio, you may expand your holdings with a wide range of assets, including as real estate, gold stocks, other kinds of bonds, artwork, and other collectibles.
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You have to define a regression or a classification problem which has a business application based on a dataset of your choice. A Machine Learning project is generally not linear but will consist broadly of the following major steps.
Define Problem
Prepare Data
Data understanding (EDA)
Define the solving methodology
Model building
Evaluate and compare models
Improve Model
Report Results
What you will have to submit?
1. Jupyter notebook with well commented Python code and results.
2. A report with description of the steps carried out and inference.
For the regression problem, feature selection should have a proper statistical explanation, residual analysis, outlier analysis, and proper steps to further improve your model should be clearly carried out and described in the report.
For the classification problem, some explanation on why the considered features have been selected to build the model has to be provided. Comparisons have to be carried out between at least two classification algorithms
Regression Problem:
The problem is to predict the price of used cars based on various features such as the car's brand, model, year of manufacturing, mileage, fuel type, and other relevant factors. This regression problem has a business application in the automotive industry, as it can help car dealerships or individuals estimate the value of their used cars or determine the appropriate price for selling or buying a used car.
Major Steps in the Machine Learning Project:
1. Define the Problem:
- The problem is to predict the price of used cars based on given features.
- The dataset consists of historical data on used cars, including their features and corresponding prices.
2. Prepare Data:
- Load the dataset and perform necessary data preprocessing steps such as handling missing values, encoding categorical variables, and scaling numerical features if required.
- Split the dataset into training and testing sets.
3. Data Understanding (EDA):
- Perform exploratory data analysis (EDA) to gain insights into the dataset and understand the relationships between the features and the target variable.
- Analyze the distribution of the target variable (price) and examine the correlations between features.
4. Define the Solving Methodology:
- Choose an appropriate regression algorithm(s) to solve the problem.
- Select evaluation metrics suitable for regression, such as mean squared error (MSE) or root mean squared error (RMSE).
5. Model Building:
- Build regression models using the selected algorithms, considering different hyperparameter settings.
- Train the models using the training dataset.
6. Evaluate and Compare Models:
- Evaluate the trained models using appropriate evaluation metrics.
- Compare the performance of different regression models and select the best-performing one based on the evaluation results.
7. Improve Model:
- Perform feature selection techniques to identify the most relevant features for the regression task.
- Analyze the residuals of the best model and identify any patterns or outliers that may require further investigation or preprocessing.
8. Report Results:
- Prepare a Jupyter notebook with well-commented Python code and present the results of each step.
- Provide a report describing the steps carried out, the reasoning behind feature selection, comparisons between different regression models, and any improvements made to the initial model.
- Include visualizations, tables, and interpretations to support the findings and conclusions.
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assume that a company's dividends are expected to grow at a rate of 25% per year for 5 years and then to slow down and to grow at a constant rate of 5% thereafter. the required (and expected) total return, rs, is expected to remain constant at 12%. which of the following statements is correct? a.the dividend yield will be higher in the early years and then will decline as the annual capital gains yield gets larger and larger, other things held constant. b.right now, it would be easier (require fewer calculations) to find the dividend yield expected in year 7 than the dividend yield expected in year 3. c.the stock price will grow each year at the same rate as the dividends. d.the stock price will grow at a different rate each year during the first 5 years, but its average growth rate over this period will be the same as the average growth rate in dividends; that is, the average stock price growth rate will be (25% 5%)/2. e.because the growth rate is 25% in the first 5 years, the stock's realized return will always be greater than the stock's required return.
If total return is expected to remain constant at 12%, then the correct option is (d) the stock price will grow at a different rate each year during the first 5 years, but its average growth rate over this period will be the same as the average growth rate in dividends; that is, the average stock price growth rate will be (25% 5%)/2.
The statement (a) is incorrect. The dividend yield is calculated by dividing the dividend per share by the stock price. As the stock price is expected to increase at a faster rate in the earlier years, the capital gains yield (which is the rate of increase in stock price) will be higher, resulting in a lower dividend yield.
The statement is (b) incorrect. It would be easier to find the dividend yield expected in year 3 as the growth rate is expected to be constant at 5% beyond year 5. Therefore, the dividend yield in year 3 can be calculated by using the formula for the constant growth model, whereas the dividend yield in year 7 would require calculating the dividends for the first 5 years and then using the constant growth model for the subsequent years.
The statement (c) is incorrect. Although the stock price is expected to grow each year, it will not necessarily grow at the same rate as dividends. The growth rate of the stock price will depend on the market's perception of the company's future growth prospects, among other factors.
The statement (d) is correct. The stock price is expected to grow at a different rate each year during the first 5 years, but the average growth rate over this period will be the same as the average growth rate in dividends. The average growth rate for the first 5 years can be calculated as (1+25%)^0.2-1=10.47%, which is the average of the growth rates of 25% for the first 5 years and 5% thereafter.
The statement (d) is correct. The expected total return of 12% already takes into account the expected growth rate of 25% in the first 5 years. Therefore, the realized return may be higher or lower than the required return depending on the actual growth rate and other market factors.
Therefore, the correct option is (d) the stock price will grow at a different rate each year during the first 5 years, but its average growth rate over this period will be the same as the average growth rate in dividends; that is, the average stock price growth rate will be (25% 5%)/2.
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