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13 Chapter Capital Budgeting: Estimating Cash Flows and Analyzing Risk
ANSWERS TO BEGINNING-OF-CHAPTER QUESTIONS
13-1
The firm's FCFs reflect both its past and current investments. Past investments produce current FCFs, but current investments are expected to add to FCF at some future point. Conceptually, a project's projected cash flows and are expected to contribute that same amount to the firm's future free cash flows. In practice, project cash flows are analyzed to determine what projects the firm will invest in, and then the sum of those investments, and the cash flows they produce, will in the future be reflected in the firm's FCFs. If a firm identifies and then invests in positive NPV projects, this will increase the value of its operations as determined by the FCF model. The central issue is analyzing individual projects, and here the key factor is assessing the cash flows. See the BOC spreadsheet model. We go through the model to show how capital budgeting projects are analyzed. In this case, the initial NPV, IRR, and MIRR, all evaluated at the 12% average cost of capital and using the expected input values, indicate that the firm should accept the project. However, the risk analysis as done in the scenario analysis indicates that the project is riskier than average, hence the evaluation should be done with a somewhat higher WACC. Note that firms have two types of assets---assets-in-place (past investments) and growth opportunities. The FCF projections reflect the results of assets now in place and also its expected future investments from growth opportunities. Externalities relate to effects that a given project might have on the firm's other assets. More broadly, externalities relate to effects within and outside the firm. An internal externality might be a situation where a utility has an old and inefficient plant that is costly to operate and that also produces a lot of air pollution, and if a new plant is built, then the firm's costs will be reduced and it will also pollute less and thus have lower external costs. Note, though, that the new plant will take production away from the old plant, and this is called cannibalization. Internal externalities can also be positive. For example, if the firm agrees to build a generating plant that would help alleviate California's energy shortage, then certain customers might agree to buy power from the firm's other units and thus raise their profitability. Note too that if the company were required to deal with the pollution the plant created, this would convert the external cost to an internal cost, and the costs of the pollution mediation would have to be built directly into the cash flow analysis. Sunk costs are costs that have already been incurred, and on which the current decision will have no effect. For example, if a company had spent $2 million on an engineering feasibility study, then that $2 million would be a sunk cost. It should not be Answers and Solutions: 13 - 1
13-2
worked into the current decision analysis. For the current decision, we are concerned only with incremental costs and income. Incremental costs are defined as costs that will be incurred in the future if the decision is made to go ahead with the project, and incremental revenues are the future revenues the plant will produce if it is built. Together, the incremental costs and revenues combine to produce the incremental cash flows, which are what we analyze to determine the NPV. Sunk costs often give students trouble. We emphasize the incremental aspect. The issue facing the firm is whether or not to spend additional (incremental, future) funds. The decision should be based on the additional (incremental) cash flows that will result from the decision to spend the funds. If the incremental cash flows are large relative to the incremental investment, then the NPV and IRR will look good, and the project should be accepted. Past sunk costs might make the project unprofitable, but if the incremental cash flows are sufficiently larger than the incremental costs, i.e., if the NPV and IRR are satisfactory, then the project will be less unprofitable if the incremental funds are spent. 13-3 Shorter depreciable lives result in assets being depreciated faster--the total amount of depreciation is still limited to the cost of the asset, but the depreciation is taken sooner. Further, depreciation is not a cash cost, so a larger depreciation charge does not lower the cash flow for a given year. However, depreciation is deducted when calculating taxable income, so higher depreciation charges lower taxable income and thus taxes, which are a cash cost. Therefore, if Congress shortened depreciable lives, the result would be an increase in cash flows in the early years, offset by a comparable decrease in cash flows later in the asset's life. Because of the time value of money, cash received sooner is more valuable than cash received later. Therefore, the change would increase projects' NPVs and IRRs, and that would lead to an increase in investment by businesses. In terms of the model, the depreciation shown in the early years would be higher, that in the later years lower, and NPV and IRR would increase. Using current dollars would probably lower the calculated NPV and IRR. Any acceptable project will have positive cash flows, which means that in total revenues will exceed costs. If we assume that inflation is positive and that it affects revenues and costs equally, then it will cause revenues to rise more than costs, and hence net cash flows to increase over time. If inflation is disregarded, then projected cash flows will be smaller than they actually will be if inflation occurs. Thus, NPV and IRR as calculated will be relatively low. Note too that the WACC generally is based on current quoted interest rates, and those rates have inflation built in by the market. Thus, if the numerator of the NPV equation shows relatively low cash flows because inflation is not considered, but the denominator is high because it does reflect inflation, then there is an inconsistency in assumptions, and the NPV will be biased downward--it will be too low. Our conclusion is that expected inflation should be built into the analysis. This is easy to do with an Excel model.
13-4
Answers and Solutions: 13 - 2
13-5
Managers never know for sure the results that a project will produce. In our example, the company might have a good idea of the $50 million cost of the plant, but something could happen to raise or lower that estimate. Similarly, output could vary from the estimated amount, variable costs (mainly for gas as fuel for the plant) could vary, and so on. The sensitivity analysis performed in the model gives an idea of how changes in the input variables would affect the output variables (NPV, IRR, MIRR). Similarly, the scenario analysis conducted in the model gives another look at the risk situation. Sensitivity analysis looks at changes in one variable at a time, with the other variables held at their expected levels. Scenario analysis changes several variables at once, and assigns probabilities to the various scenarios and ends up with expected values for the output variables, along with risk measures. We did not do it in the model, but we could have gone on to do a Monte Carlo simulation analysis of the project, which amounts to a sophisticated scenario analysis. After our initial scenario analysis, where we implicitly assumed that the project was of average risk and hence we used a WACC of 12%, we concluded that the project was actually more risky than most projects. Therefore, we repeated the analysis using a higher risk-adjusted WACC of 14%. Companies generally cannot make a precise adjustment to the WACC, but they do use judgmental adjustments such as the one we used in the model. We should note that the risk analysis in the model is of stand-alone risk. It would be possible to look at within-firm and/or market risk, which would involve estimating how returns on the power plant project were correlated with returns on the firm's other assets and with movements in the stock market. Boyd concluded (1) that this project was in the firm's core business and would be highly correlated with other assets' returns, and (2) that its returns would also be correlated with the economy and thus with the stock market. Since the correlations would be high, the project's stand-alone risk would be a good reflector of all three types of risk. Therefore, it only considered stand-alone risk in the analysis. Real options are opportunities to respond to changing circumstances in the context of investment decisions. An investment timing option gives management the opportunity to change when or how a project is undertaken as more information about the project becomes available. For example, a consumer products company might choose to delay the full scale roll out of a new shampoo until information about the consumer confidence index is released. If consumer confidence is high, then the roll out will be undertaken as planned, if consumer confidence is low, and therefore sales are expected to be low, the rollout might be delayed until the economic outlook is better. A growth option gives management the opportunity to expand into the same, or a different market if results are good. For example, Clinch River Valley Energy Group was considering entering into an agreement with Pilot Oil Corporation to sell biodiesel fuel in a few select filling stations in the Southeast. If sales of biodiesel were good, then CRVEG would have the option to scale up production to provide biodiesel throughout the Southeast. If not, then CRVEG could simply cancel the limited contract when it expired. An abandonment option allows management to discontinue an investment if it is not going well or the financial environment changes. For example, the health care giant Answers and Solutions: 13 - 3
13-6
Columbia/HCA contracted with the University of Tennessee to develop and deliver a Physician's Executive MBA program to 22 HCA doctors per year. This program was expected to lower HCA's management expenses significantly through better business training for its executives. However, shortly after the program was designed and before it was implemented, HCA was investigated for Medicare fraud. As a result of the investigation, HCA decided that it needed to redeploy its management resources elsewhere to deal with the fraud. Columbia had built into the contract with the University of Tennessee a provision that allowed it to drop out of the program if it paid a cancellation fee. This abandonment option allowed HCA to redeploy its existing managers in a way that met its needs better at that time. A flexibility option allows management to change characteristics of a project in response to changing market or economic conditions. A classic example is building a power plant to use different types of fuel, depending on which is cheaper, as discussed in the text. However, another example is the way that Sony Corporation's distribution centers have multiple contracts for shipping their products to various retail outlets. It is usually cheapest for Sony to make large shipments via trucks. However, sometimes Sony has to take longer to produce the products--either because of manufacturing delays or because they allow for specifications to be changed by the retailer. When this happens, rather than ship late via truck and have the products arrive late, and potentially lose sales, Sony will pay for expedited shipping via, for example FedEx. Although this costs more for a specific shipment, it is more valuable not to lose the customer. Sony's flexibility in shipping allows it to offer better, and more valuable services to its customers. These types real options are important to companies because building them into capital budgeting projects frequently adds value, but only little cost. Managers who are trained to identify and create real options in their corporations add more value than managers who know nothing about real options.
Answers and Solutions: 13 - 4
ANSWERS TO END-OF-CHAPTER QUESTIONS
13-1 a. Cash flow, which is the relevant financial variable, represents the actual flow of cash. Accounting income, on the other hand, reports accounting data as defined by Generally Accepted Accounting Principles (GAAP). b. Incremental cash flows are those cash flows that arise solely from the asset that is being evaluated. For example, assume an existing machine generates revenues of $1,000 per year and expenses of $600 per year. A machine being considered as a replacement would generate revenues of $1,000 per year and expenses of $400 per year. On an incremental basis, the new machine would not increase revenues at all, but would decrease expenses by $200 per year. Thus, the annual incremental cash flow is a before-tax savings of $200. A sunk cost is one that has already occurred and is not affected by the capital project decision. Sunk costs are not relevant to capital budgeting decisions. Within the context of this chapter, an opportunity cost is a cash flow that a firm must forgo to accept a project. For example, if the project requires the use of a building that could otherwise be sold, the market value of the building is an opportunity cost of the project. c. Net operating working capital changes are the increases in current operating assets resulting from accepting a project less the resulting increases in current operating liabilities, or accruals and accounts payable. A net operating working capital change must be financed just as a firm must finance its increases in fixed assets. Salvage value is the market value of an asset after its useful life. Salvage values and their tax effects must be included in project cash flow estimation. d. The real rate of return (rr), or, for that matter the real cost of capital, contains no adjustment for expected inflation. If net cash flows from a project do not include inflation adjustments, then the cash flows should be discounted at the real cost of capital. In a similar manner, the IRR resulting from real net cash flows should be compared with the real cost of capital. Conversely, the nominal rate of return (r n) does include an inflation adjustment (premium). Thus if nominal rates of return are used in the capital budgeting process, the net cash flows must also be nominal. e. Sensitivity analysis indicates exactly how much NPV or other output variables such as IRR or MIRR will change in response to a given change in an input variable, other things held constant. Sensitivity analysis is sometimes called what if analysis because it answers this type of question. Scenario analysis is a shorter version of simulation analysis that uses only a few outcomes. Often the outcomes considered are optimistic, pessimistic and most likely. Monte Carlo simulation analysis is a risk analysis technique in which a computer is used to simulate probable future events and thus to estimate the profitability and risk of a project.
Answers and Solutions: 13 - 5
f. A risk-adjusted discount rate incorporates the riskiness of the project's cash flows. The cost of capital to the firm reflects the average risk of the firm's existing projects. Thus, new projects that are riskier than existing projects should have a higher riskadjusted discount rate. Conversely, projects with less risk should have a lower riskadjusted discount rate. This adjustment process also applies to a firm's divisions. Risk differences are difficult to quantify, thus risk adjustments are often subjective in nature. A project's cost of capital is its risk-adjusted discount rate for that project. g. Real options occur when managers can influence the size and risk of a project's cash flows by taking different actions during the project's life. They are referred to as real options because they deal with real as opposed to financial assets. They are also called managerial options because they give opportunities to managers to respond to changing market conditions. Sometimes they are called strategic options because they often deal with strategic issues. Finally, they are also called embedded options because they are a part of another project. h. Investment timing options give companies the option to delay a project rather than implement it immediately. This option to wait allows a company to reduce the uncertainty of market conditions before it decides to implement the project. Capacity options allow a company to change the capacity of their output in response to changing market conditions. This includes the option to contract or expand production. Growth options allow a company to expand if market demand is higher than expected. This includes the opportunity to expand into different geographic markets and the opportunity to introduce complementary or second-generation products. It also includes the option to abandon a project if market conditions deteriorate too much.
13-2
Only cash can be spent or reinvested, and since accounting profits do not represent cash, they are of less fundamental importance than cash flows for investment analysis. Recall that in the stock valuation chapters we focused on dividends and free cash flows, which represent cash flows, rather than on earnings per share, which represent accounting profits. Since the cost of capital includes a premium for expected inflation, failure to adjust cash flows means that the denominator, but not the numerator, rises with inflation, and this lowers the calculated NPV. Capital budgeting analysis should only include those cash flows which will be affected by the decision. Sunk costs are unrecoverable and cannot be changed, so they have no bearing on the capital budgeting decision. Opportunity costs represent the cash flows the firm gives up by investing in this project rather than its next best alternative, and externalities are the cash flows (both positive and negative) to other projects that result from the firm taking on this project. These cash flows occur only because the firm took on the capital budgeting project; therefore, they must be included in the analysis.
13-3
13-4
Answers and Solutions: 13 - 6
13-5
When a firm takes on a new capital budgeting project, it typically must increase its investment in receivables and inventories, over and above the increase in payables and accruals, thus increasing its net operating working capital. Since this increase must be financed, it is included as an outflow in Year 0 of the analysis. At the end of the project's life, inventories are depleted and receivables are collected. Thus, there is a decrease in NOWC, which is treated as an inflow.
13-6
Simulation analysis involves working with continuous probability distributions, and the output of a simulation analysis is a distribution of net present values or rates of return. Scenario analysis involves picking several points on the various probability distributions and determining cash flows or rates of return for these points. Sensitivity analysis involves determining the extent to which cash flows change, given a change in one particular input variable. Simulation analysis is expensive. Therefore, it would more than likely be employed in the decision for the $200 million investment in a satellite system than in the decision for the $12,000 truck.
Answers and Solutions: 13 - 7
SOLUTIONS TO END-OF-CHAPTER PROBLEMS
13-1
Equipment NWC Investment Initial investment outlay
$ 9,000,000 3,000,000 $12,000,000
13-2
Operating Cash Flows: t = 1 Sales revenues Operating costs Depreciation Operating income before taxes Taxes (40%) Operating income after taxes Add back depreciation Operating cash flow Equipment's original cost Depreciation (80%) Book value
$10,000,000 7,000,000 2,000,000 $ 1,000,000 400,000 $ 600,000 2,000,000 $ 2,600,000 $20,000,000 16,000,000 $ 4,000,000
13-3
Gain on sale = $5,000,000 - $4,000,000 = $1,000,000. Tax on gain = $1,000,000(0.4) = $400,000. AT net salvage value = $5,000,000 - $400,000 = $4,600,000.
Answers and Solutions: 13 - 8
13-4
a. The net cost is $126,000: Price ($108,000) Modification (12,500) Increase in NWC (5,500) Cash outlay for new machine ($126,000) b. The operating cash flows follow: Year 1 Year 2 Year 3 1. After-tax savings $28,600 $28,600 $28,600 2. Depreciation tax savings 13,918 18,979 6,326 Net cash flow $42,518 $47,579 $34,926 Notes: 1. The after-tax cost savings is $44,000(1 - T) = $44,000(0.65) = $28,600. 2. The depreciation expense in each year is the depreciable basis, $120,500, times the MACRS allowance percentages of 0.33, 0.45, and 0.15 for Years 1, 2, and 3, respectively. Depreciation expense in Years 1, 2, and 3 is $39,765, $54,225, and $18,075. The depreciation tax savings is calculated as the tax rate (35%) times the depreciation expense in each year. c. The terminal year cash flow is $50,702: Salvage value Tax on SV* Return of NWC $65,000 (19,798) 5,500 $50,702
BV in Year 4 = $120,500(0.07) = $8,435. *Tax on SV = ($65,000 - $8,435)(0.35) = $19,798. d. The project has an NPV of $10,841; thus, it should be accepted. Year Net Cash Flow PV @ 12% 0 ($126,000) ($126,000) 1 42,518 37,963 2 47,579 37,930 3 85,628 60,948 NPV = $ 10,841
Answers and Solutions: 13 - 9
Alternatively, place the cash flows on a time line: 0
|
12%
1
|
2
|
3
|
-126,000
42,518
47,579
34,926 50,702 85,628
With a financial calculator, input the appropriate cash flows into the cash flow register, input I = 12, and then solve for NPV = $10,841. 13-5 a. The net cost is $89,000: Price Modification Change in NWC ($70,000) (15,000) (4,000) ($89,000)
b. The operating cash flows follow: Year 1 Year 2 Year 3 After-tax savings $15,000 $15,000 $15,000 Depreciation shield 11,220 15,300 5,100 Net cash flow $26,220 $30,300 $20,100 Notes: 1. The after-tax cost savings is $25,000(1 T) = $25,000(0.6) = $15,000. 2. The depreciation expense in each year is the depreciable basis, $85,000, times the MACRS allowance percentage of 0.33, 0.45, and 0.15 for Years 1, 2 and 3, respectively. Depreciation expense in Years 1, 2, and 3 is $28,050, $38,250, and $12,750. The depreciation shield is calculated as the tax rate (40%) times the depreciation expense in each year. c. The additional end-of-project cash flow is $24,380: Salvage value Tax on SV* Return of NWC $30,000 (9,620) 4,000 $24,380
*Tax on SV = ($30,000 - $5,950)(0.4) = $9,620. Note that the remaining BV in Year 4 = $85,000(0.07) = $5,950. Answers and Solutions: 13 - 10
d. The project has an NPV of -$6,705. Thus, it should not be accepted. Year 0 1 2 3 Net Cash Flow PV @ 10% ($89,000) ($89,000) 26,220 23,836 30,300 25,041 44,480 33,418 NPV = ($ 6,705)
Alternatively, with a financial calculator, input the following: CF0 = -89000, CF1 = 26220, CF2 = 30300, CF3 = 44480, and I = 10 to solve for NPV = -$6,703.83.
Answers and Solutions: 13 - 11
13-6
a. Sales = 1,000($138) Cost = 1,000($105) Net before tax Taxes (34%) Net after tax
$138,000 105,000 $ 33,000 11,220 $ 21,780
Not considering inflation, NPV is -$4,800. This value is calculated as -$150,000 +
$21,780 = -$4,800. 0.15
Considering inflation, the real cost of capital is calculated as follows: (1 + rr)(1 + i) = 1.15 (1 + rr)(1.06) = 1.15 rr = 0.0849. Thus, the NPV considering inflation is calculated as -$150,000 +
$21,780 = $106,537. 0.0849
After adjusting for expected inflation, we see that the project has a positive NPV and should be accepted. This demonstrates the bias that inflation can induce into the capital budgeting process: Inflation is already reflected in the denominator (the cost of capital), so it must also be reflected in the numerator. b. If part of the costs were fixed, and hence did not rise with inflation, then sales revenues would rise faster than total costs. However, when the plant wears out and must be replaced, inflation will cause the replacement cost to jump, necessitating a sharp output price increase to cover the now higher depreciation charges.
13-7
E(NPV) = 0.05(-$70) + 0.20(-$25) + 0.50($12) + 0.20($20) + 0.05($30) = -$3.5 + -$5.0 + $6.0 + $4.0 + $1.5 = $3.0 million. NPV= [0.05(-$70 - $3)2 + 0.20(-$25 - $3)2 + 0.50($12 - $3)2 + 0.20($20 - $3)2 + 0.05($30 - $3)2]0.5 = $23.622 million. CV =
$23.622 = 7.874. $3.0
Answers and Solutions: 13 - 12
13-8
a. Expected annual cash flows: Project A: Probable Probability Cash Flow = Cash Flow 0.2 $6,000 $1,200 0.6 6,750 4,050 0.2 7,500 1,500 Expected annual cash flow = $6,750 Probable Probability Cash Flow = Cash Flow 0.2 $ 0 $ 0 0.6 6,750 4,050 0.2 18,000 3,600 Expected annual cash flow = $7,650
Project B:
Coefficient of variation: CV = Project A: A = Project B: B = (-$7,650) 2 (0.2) + (-$900) 2 (0.6) + ($10,350) 2 (0.2) = $5,797.84. CVA = $474.34/$6,750 = 0.0703. CVB = $5,797.84/$7,650 = 0.7579. b. Project B is the riskier project because it has the greater variability in its probable cash flows, whether measured by the standard deviation or the coefficient of variation. Hence, Project B is evaluated at the 12 percent cost of capital, while Project A requires only a 10 percent cost of capital. Project A: With a financial calculator, input the appropriate cash flows into the cash flow register, input I = 10, and then solve for NPV = $10,036.25. Project B: With a financial calculator, input the appropriate cash flows into the cash flow register, input I = 12, and then solve for NPV = $11,624.01. Project B has the higher NPV; therefore, the firm should accept Project B.
Standard deviation NPV = Expected value Expected NPV
(-$750) 2 (0.2) + ($0 ) 2 (0.6) + ($750) 2 (0.2) = $474.34.
Answers and Solutions: 13 - 13
c. The portfolio effects from Project B would tend to make it less risky than otherwise. This would tend to reinforce the decision to accept Project B. Again, if Project B were negatively correlated with the GDP (Project B is profitable when the economy is down), then it is less risky and Project B's acceptance is reinforced.
13-9
a. First, note that with symmetric probability distributions, the middle value of each distribution is the expected value. Therefore, Expected Values Sales (units) Sales price Sales in dollars Costs (200 x $6,000) Earnings taxes before Taxes (40%) Net income
8
200 $13,500 $2,700,000 1,200,000 $1,500,000 600,000 $ 900,000 =Cash flow under the assumption used in the problem.
$900,000 IRR ) t
0=
- $4,000,000.
t 1 (1
Using a financial calculator, input the following: CF0 = -4000000, CF1 = 900000, and Nj = 8, to solve for IRR = 15.29%. Expected IRR = 15.29% 15.3%. Assuming complete independence between the distributions, and normality, it would be possible to derive IRR statistically. Alternatively, we could employ simulation to develop a distribution of IRRs, hence IRR. There is no easy way to get IRR. b. NPV = $900,000(PVIFA15%,8) - $4,000,000. Using a financial calculator, input the following: CF0 = -4000000, CF1 = 900000, Nj = 8, and I = 15 to solve for NPV = $38,589.36. Again, there is no easy way to estimate NPV. c. (1) a. Calculate developmental costs. The 44 random number value, coming between 30 and 70, indicates that the costs for this run should be taken to be $4 million. b. Calculate the project life. The 17, being less than 20, indicates that a 3-year life should be used. Answers and Solutions: 13 - 14
(2)
a. Estimate unit sales. The 16 indicates sales of 100 units. b. Estimate the sales price. The 58 indicates a sales price of $13,500. c. Estimate the cost per unit. The 1 indicates a cost of $5,000. d. Now estimate the after-tax cash flow for Year 1. It is [100($13,500) - 100($5,000)](1 - 0.4) = $510,000 = CF1.
(3)
Repeat the process for Year 2. Sales will be 200 with a random number of 79; the price will be $13,500 with a random number of 83; and the cost will be $7,000 with a random number of 86: [200($13,500) - 200($7,000)](0.6) = $780,000 = CF2.
(4)
Repeat the process for Year 3. Sales will be 100 units with a random number of 19; the price will be $13,500 with a random number of 62; and the cost will be $5,000 with a random number of 6: [100($13,500) - 100($5,000)](0.6) = $510,000 = CF3.
(5)
a.
(1 IRR )1 IRR = -31.55%.
0=
$510,000
$780,000 (1 IRR ) 2
$510,000 (1 IRR ) 3
- $4,000,000
Alternatively, with a financial calculator, input the following: CF0 = 4000000, CF1 = 510000, CF2 = 780000, CF3 = 510000, and solve for IRR = -31.55%. b. NPV =
$510,000 $780,000 $510,000 (1.15)1 (1.15) 2 (1.15) 3
- $4,000,000.
With a financial calculator, input the following: CF0 = -4000000, CF1 = 510000, CF2 = 780000, CF3 = 510000, and I = 15 to solve for NPV = $2,631,396.40. The results of this run are very bad because the project's life is so short. Had the life turned out (by chance) to be 13 years, the longest possible life, the IRR would have been about 25%, and the NPV would have been about $1 million.
Answers and Solutions: 13 - 15
(6) & (7)
The computer would store NPVs and IRRs for the different trials, then display them as frequency distributions:
Probability of occurrence
X XX XXXX XXXXXXXX XXXXXXXXXXXXXXX XXXXXXXXXXXXXXXXXXX
0 E(NPV) Probability of occurrence
NPV
X XX XXXX XXXXXXXX XXXXXXXXXXXXXXX XXXXXXXXXXXXXXXXXXX
0 E(NPV)
NPV
The distribution would be reasonably symmetrical because all the input data were from symmetrical distributions. One often finds, however, that the input and output distributions are badly skewed. The frequency values would also be used to calculate NPV and IRR; these values would be printed out and available for analysis.
Answers and Solutions: 13 - 16
13-10 a. The resulting decision tree is:
t=0 t=1 t=2 ($1,000,000) P = 0.80 ($500,000) P = 0.60 100,000 ($10,000) P = 0.20 0.12 (376,709) (45,205) t=3 P $3,000,000 P = 0.5 1,500,000 P = 0.5 0.24 (185,952) (44,628) NPV NPV Product 0.24 $881,718 $211,612
0 P = 0.40
0.40 1.00
(10,000)
(4,000)
Exp. NPV = $117,779
The NPV of the top path is:
$3,000,000 (1.12)
3
-
$1,000,000 (1.12)
2
-
$500,000 (1.12)1
- $10,000 = $881,718.
Using a financial calculator, input the following: CF0 = -10000, CF1 = -500000, CF2 = -1000000, CF3 = 3000000, and I = 12 to solve for NPV = $881,718.29 $881,718. The other NPVs were determined in the same manner. If the project is of average risk, it should be accepted because the expected NPV of the total project is positive. b. 2NPV = 0.24($881,718 - $117,779)2 + 0.24(-$185,952 - $117,779)2 + 0.12(-$376,709 - $117,779)2 + 0.4(-$10,000 - $117,779)2 = 198,078,470,853. NPV = $445,060. CVNPV =
$445,060 = 3.78. $117,779
Since the CV is 3.78 for this project, while the firm's average project has a CV of 1.0 to 2.0, this project is of high risk.
Answers and Solutions: 13 - 17
SOLUTION TO SPREADSHEET PROBLEM
13-11 The detailed solution for the problem is available both on the instructor's resource CDROM (in the file Solution for IFM9 Ch 13 P11 Build a Model.xls) and on the instructor's side of the web site, http://now.swlearning.com/brigham.
Answers and Solutions: 13 - 18
MINI CASE
Note to Instructors: Some instructors choose to assign the Mini Case as homework. Therefore, the PowerPoint slides for the mini case, IFM9 Ch 13 Show.ppt, and the accompanying Excel file, IFM9 Ch 13 Mini Case.xls, are not included for the students on ThomsonNow. However, many instructors, including us, want students to have copies of class notes. Therefore, we make the PowerPoint slides and Excel worksheets available to our students by posting them to our password-protected Web site. We encourage you to do the same if you would like for your students to have these files.
Shrieves Casting Company is considering adding a new line to its product mix, and the capital budgeting analysis is being conducted by Sidney Johnson, a recently graduated MBA. The production line would be set up in unused space in Shrieves' main plant. The machinery's invoice price would be approximately $200,000; another $10,000 in shipping charges would be required; and it would cost an additional $30,000 to install the equipment. The machinery has an economic life of 4 years, and Shrieves has obtained a special tax ruling which places the equipment in the MACRS 3-year class. The machinery is expected to have a salvage value of $25,000 after 4 years of use. The new line would generate incremental sales of 1,250 units per year for four years at an incremental cost of $100 per unit in the first year, excluding depreciation. Each unit can be sold for $200 in the first year. The sales price and cost are expected to increase by 3% per year due to inflation. Further, to handle the new line, the firm's net operating working capital would have to increase by an amount equal to 12% of sales revenues. The firm's tax rate is 40 percent, and its overall weighted average cost of capital is 10 percent. a. Define "incremental cash flow."
Answer: This is the firm's cash flow with the project minus the firm's cash flow without the project.
a.
1. Should you subtract interest expense or dividends when calculating project cash flow?
Answer: The cash flow statement should not include interest expense or dividends. The return required by the investors furnishing the capital is already accounted for when we apply the 10 percent cost of capital discount rate, hence including financing flows would be "double counting." Put another way, if we deducted capital costs in the table, and thus reduced the bottom line cash flows, and then discounted those CFS by the cost of capital, we would, in effect, be subtracting capital costs twice.
Mini Case: 13 - 19
a.
2. Suppose the firm had spent $100,000 last year to rehabilitate the production line site. Should this cost be included in the analysis? Explain.
Answer: The $100,000 cost to rehabilitate the production line site was incurred last year, and presumably also expensed for tax purposes. Since, it is a sunk cost, it should not be included in the analysis.
a.
3. Now assume that the plant space could be leased out to another firm at $25,000 a year. Should this be included in the analysis? If so, how?
Answer: If the plant space could be leased out to another firm, then if Shrieves accepts this project, it would forgo the opportunity to receive $25,000 in annual cash flows. This represents an opportunity cost to the project, and it should be included in the analysis. Note that the opportunity cost cash flow must be net of taxes, so it would be a $25,000(1 - t) = $25,000(0.6) = $15,000 annual outflow.
a.
4. Finally, assume that the new product line is expected to decrease sales of the firm's other lines by $50,000 per year. Should this be considered in the analysis? If so, how?
Answer: If a project affects the cash flows of another project, this is an "externality" which must be considered in the analysis. If the firm's sales would be reduced by $50,000, then the net cash flow loss would be a cost to the project. Note that this annual loss would not be the full $50,000, because Shrieves would save on cash operating costs if its sales dropped. Note also that externalities can be positive as well as negative. Disregard the assumptions in part a. What is Shrieves' depreciable basis?
b.
Answer: Get the depreciation rates from table 13-2 in the book. Note that because of the halfyear convention, a 3-year project is depreciated over 4 calendar years: YEAR 1 2 3 4 RATE 0.33 0.45 0.15 0.07 BASIS $240 240 240 240 = DEPRECIATION $ 79 108 36 17 $240
Mini Case: 13 - 20
c.
Calculate the annual sales revenues and costs (other than depreciation). Why is it important to include inflation when estimating cash flows?
Answer: With an inflation rate of 3%, the annual revenues and costs are: Year 1 1250 $200.00 $100.00 $250,000 $125,000 Year 2 1250 $206.00 $103.00 $257,500 $128,750 Year 3 1250 $212.18 $106.09 Year 4 1250 $218.55 $109.27
Units Unit Price Unit Cost Sales Costs
$265,225 $273,188 $132,613 $136,588
The cost of capital is a nominal cost; i.e., it includes a premium for inflation. In other words, it is larger than the real cost of capital. Similarly, nominal cash flows (those that are inflated) are larger than real cash flows. If you discount the low, real cash flows with the high, nominal rate, then the resulting NPV is too low. Therefore, you should always discount nominal cash flows with a nominal rate, and real cash flows with a real rate. In theory, you could do either way and get the correct answer. However, there is no accurate way to convert a nominal cost of capital to a real cost. Therefore, you should inflate cash flows and then discount at the nominal rate.
c.
Calculate the annual sales revenues and costs (other than depreciation). Why is it important to include inflation when estimating cash flows?
Answer: With an inflation rate of 3%, the annual revenues and costs are:
Here are the annual operating cash flows (in thousands of dollars): 1 $125 79 $ 46 18 $ 28 79 $107 2 $125 108 $ 17 7 $ 10 108 $118 3 $125 36 $ 89 36 $ 53 36 $ 89 4 $125 17 $108 43 $ 65 17 $ 82
Net Revenues Depreciation Before-Tax Income Taxes (40%) Net Income Plus Depreciation Net Operating CF
Mini Case: 13 - 21
d. Answer:
Construct annual incremental operating cash flow statements.
Sales Costs Depreciation Op. EBIT Taxes (40%) NOPAT Depreciation Net Operating CF e.
Year 1 $250,000 $125,000 $79,200 $45,800 $18,320 $27,480 $79,200 $106,680
Year 2 $257,500 $128,750 $108,000 $20,750 $8,300 $12,450 $108,000 $120,450
Year 3 Year 4 $265,225 $273,188 $132,613 $136,588 $36,000 $16,800 $96,612 $119,800 $38,645 $47,920 $57,967 $71,880 $36,000 $16,800 $93,967 $88,680
Estimate the required net operating working capital for each year, and the cash flow due to investments in net operating working capital.
Answer: The project requires a level of net operating working capital in the amount equal to 12% of the next year's sales. Any increase in NOWC is a negative cash flow, and any decrease is a positive cash flow. Year 0 Sales NOWC (% of sales) CF due to NOWC) f. $30,000 ($30,000) Year 1 $250,000 $30,900 ($900) Year 2 $257,500 $31,827 ($927) Year 3 Year 4 $265,225 $273,188 $32,783 $0 ($956) $32,783
Calculate the after-tax salvage cash flow.
Answer: When the project is terminated at the end of year 4, the equipment can be sold for $25,000. But, since it has been depreciated to a $0 book value, taxes must be paid on the full salvage value. For this project, the after-tax salvage cash flow is:
Salvage Value Tax On Salvage Value Net After-Tax Salvage Cash Flow
$25,000 (10,000) $15,000
Mini Case: 13 - 22
g.
Calculate the net cash flows for each year? Based on these cash flows, what are the project's NPV, IRR, MIRR, and payback? Do these indicators suggest that the project should be undertaken?
Answer: The net cash flows are: Initial Outlay Operating Cash Flows CF Due To NOWC Salvage Cash Flows Net Cash Flows Year 0 ($240,000) ($30,000) ($270,000) Year 1 $106,680 ($900) $105,780 Year 2 Year 3 Year 4 $88,680 $32,783 $15,000 $136,463
$120,450 $93,967 ($927) ($956) $119,523 $93,011
NPV = IRR = MIRR = Payback = h.
$88,030 23.9% 18.0% 2.5
What does the term "risk" mean in the context of capital budgeting, to what extent can risk be quantified, and when risk is quantified, is the quantification based primarily on statistical analysis of historical data or on subjective, judgmental estimates?
Answer: Risk throughout finance relates to uncertainty about future events, and in capital budgeting, this means the future profitability of a project. For certain types of projects, it is possible to look back at historical data and to statistically analyze the riskiness of the investment. This is often true when the investment involves an expansion decision; for example, if Sears were opening a new store, if Citibank were opening a new branch, or if GM were expanding its Chevrolet plant, then past experience could be a useful guide to future risk. Similarly, a company that is considering going into a new business might be able to look at historical data on existing firms in that industry to get an idea about the riskiness of its proposed investment. However, there are times when it is impossible to obtain historical data regarding proposed investments; for example, if GM were considering the development of an electric auto, not much relevant historical data for assessing the riskiness of the project would be available. Rather, GM would have to rely primarily on the judgment of its executives, and they, in turn would have to rely on their experience in developing, manufacturing, and marketing new products. We will try to quantify risk analysis, but you must recognize at the outset that some of the data used in the analysis will necessarily be based on subjective judgments rather than on hard statistical observations.
Mini Case: 13 - 23
i.
1. What are the three types of risk that are relevant in capital budgeting? 2. How is each of these risk types measured, and how do they relate to one another?
Answer: Here are the three types of project risk: Stand-alone risk is the project's total risk if it were operated independently. Standalone risk ignores both the firm's diversification among projects and investors' diversification among firms. Stand-alone risk is measured either by the project's standard deviation of NPV (NPV) or its coefficient of variation of NPV (CVNPV). Note that other profitability measures, such as IRR and MIRR, can also be used to obtain stand-alone risk estimates. Within-firm risk is the total riskiness of the project giving consideration to the firm's other projects, that is, to diversification within the firm. It is the contribution of the project to the firm's total risk, and it is a function of (a) the project's standard deviation of NPV and (b) the correlation of the projects' returns with those of the rest of the firm. Within-firm risk is often called corporate risk, and it is measured by the project's corporate beta, which is the slope of the regression line formed by plotting returns on the project versus returns on the firm. Market risk is the riskiness of the project to a well-diversified investor, hence it considers the diversification inherent in stockholders' portfolios. It is measured by the project's market beta, which is the slope of the regression line formed by plotting returns on the project versus returns on the market.
i.
3. How is each type of risk used in the capital budgeting process?
Answer: Because management's primary goal is shareholder wealth maximization, the most relevant risk for capital projects is market risk. However, creditors, customers, suppliers, and employees are all affected by a firm's total risk. Since these parties influence the firm's profitability, a project's within-firm risk should not be completely ignored. Unfortunately, by far the easiest type of risk to measure is a project's stand-alone risk. Thus, firms often focus on this type of risk when making capital budgeting decisions. However, this focus does not necessarily lead to poor decisions, because most projects that a firm undertakes are in its core business. In this situation, a project's stand-alone risk is likely to be highly correlated with its within-firm risk, which in turn is likely to be highly correlated with its market risk.
Mini Case: 13 - 24
j.
1. What is sensitivity analysis?
Answer: Sensitivity analysis measures the effect of changes in a particular variable, say revenues, on a project's NPV. To perform a sensitivity analysis, all variables are fixed at their expected values except one. This one variable is then changed, often by specified percentages, and the resulting effect on NPV is noted. (One could allow more than one variable to change, but this then merges sensitivity analysis into scenario analysis.)
j.
2. Perform a sensitivity analysis on the unit sales, salvage value, and cost of capital for the project. Assume that each of these variables can vary from its base case, or expected, value by plus and minus 10, 20, and 30 percent. Include a sensitivity diagram, and discuss the results.
Answer: The sensitivity data are given here in tabular form (in thousands of dollars): NPV Deviation From Base Case Deviation From Base Case -30% -15% 0% 15% 30% Range Units Sold Salvage $16,668 $84,956 $52,348 $86,493 $88,030 $88,030 $123,711 $89,567 $159,392 $91,103 176,060 6,147
WACC $113,288 $100,310 $88,030 $76,398 $65,371 47,916
We generated these data with a spreadsheet model in the file IFM9 Ch 13 mini case.xls.
Mini Case: 13 - 25
Sensitivity Analysis
$180,000 $160,000 $140,000 $120,000 $100,000 $80,000 $60,000 $40,000 $20,000 $0 -40%
WACC Units Sold Salvage
NPV
-20%
0%
20%
40%
Deviation from Base-Case Value
A. The sensitivity lines intersect at 0% change and the base case NPV, $81,573. Since all other variables are set at their base case, or expected values, the zero change situation is the base case.
B. The plots for unit sales and salvage value are upward sloping, indicating that higher variable values lead to higher NPVs. Conversely, the plot for cost of capital is downward sloping, because a higher cost of capital leads to a lower NPV. C. The plot of unit sales is much steeper than that for salvage value. This indicates that NPV is more sensitive to changes in unit sales than to changes in salvage value. D. Steeper sensitivity lines indicate greater risk. Thus, in comparing two projects, the one with the steeper lines is considered to be riskier.
Mini Case: 13 - 26
j.
3. What is the primary weakness of sensitivity analysis? What is its primary usefulness?
Answer: The two primary disadvantages of sensitivity analysis are (1) that it does not reflect the effects of diversification and (2) that it does not incorporate any information about the possible magnitudes of the forecast errors. Thus, a sensitivity analysis might indicate that a project's NPV is highly sensitive to the sales forecast, hence that the project is quite risky, but if the project's sales, hence its revenues, are fixed by a longterm contract, then sales variations may actually contribute little to the project's risk. It also ignores any relationships between variables, such as unit sales and sales price. Therefore, in many situations, sensitivity analysis is not a particularly good indicator of risk. However, sensitivity analysis does identify those variables which potentially have the greatest impact on profitability, and this helps management focus its attention on those variables that are probably most important.
k.
Assume that Sidney Johnson is confident of her estimates of all the variables that affect the project's cash flows except unit sales and sales price: if product acceptance is poor, unit sales would be only 900 units a year and the unit price would only be $160; a strong consumer response would produce sales of 1,600 units and a unit price of $240. Sidney believes that there is a 25 percent chance of poor acceptance, a 25 percent chance of excellent acceptance, and a 50 percent chance of average acceptance (the base case). 1. What is scenario analysis?
k.
Answer: Scenario analysis examines several possible situations, usually worst case, most likely case, and best case. It provides a range of possible outcomes.
Mini Case: 13 - 27
k. k.
2. What is the worst-case NPV? The best-case NPV? 3. Use the worst-, most likely, and best-case NPVs and probabilities of occurrence to find the project's expected NPV, standard deviation, and coefficient of variation.
Answer: We used a spreadsheet model to develop the scenarios (in thousands of dollars), which are summarized below: Scenario Best Case Base Case Worst Case Probability 25% 50% 25% Unit Sales 1600 1250 900 Unit Price $240 $200 $160 Expected NPV = Standard Deviation = Coefficient Of Variation = Std Dev / Expected NPV = NPV $278,965 $88,030 ($48,514) $101,628 $116,577 1.15
Mini Case: 13 - 28
l.
Are there problems with scenario analysis? Define simulation analysis, and discuss its principal advantages and disadvantages.
Answer: Scenario analysis examines several possible scenarios, usually worst case, most likely case, and best case. Thus, it usually considers only 3 possible outcomes. Obviously the world is much more complex, and most projects have an almost infinite number of possible outcomes. Simulation analysis is a type of scenario analysis which uses a relatively powerful financial planning software such as interactive financial planning system (IFPs) or @risk (a spreadsheet add-in). Simple simulations can also be conducted with other spreadsheet add-ins, such as Simtools. Here the uncertain cash flow variables (such as unit sales) are entered as continuous probability distribution parameters rather than as point values. Then, the computer uses a random number generator to select values for the uncertain variables on the basis of their designated distributions. Once all of the variable values have been selected, they are combined, and an NPV is calculated. The process is repeated many times, say 1,000, with new values selected from the distributions for each run. The end result is a probability distribution of NPV based on a sample of 1,000 values. The software can graph the distribution as well as print out summary statistics such as expected NPV and NPV. Simulation provides the decision maker with a better idea of the profitability of a project than does scenario analysis because it incorporates many more possible outcomes. Although simulation analysis is technically refined, its usefulness is limited because managers are often unable to accurately specify the variables' probability distributions. Further, the correlations among the uncertain variables must be specified, along with the correlations over time. If managers are unable to do this with much confidence, then the results of simulation analyses are of limited value. Recognize also that neither sensitivity, scenario, nor simulation analysis provides a decision rule--they may indicate that a project is relatively risky, but they do not indicate whether the project's expected return is sufficient to compensate for its risk. Finally, remember that sensitivity, scenario, and simulation analyses all focus on stand-alone risk, which is not the most relevant risk in capital budgeting analysis. 1. Assume that Shrieves' average project has a coefficient of variation in the range of 0.2 - 0.4. Would the new line be classified as high risk, average risk, or low risk? What type of risk is being measured here?
m.
Answer: The project has a CV of 0.57, which is above the average range of 0.2-0.4, so it falls into the high risk category. The CV measures a project's stand-alone risk-it is merely a measure of the variability of returns (as measured by NPV) about the expected return. Mini Case: 13 - 29
m.
2. Shrieves typically adds or subtracts 3 percentage points to the overall cost of capital to adjust for risk. Should the new furniture line be accepted?
Answer: Since the project is judged to have above-average risk, its differential risk-adjusted, or project, cost of capital would be 13 percent. At this discount rate, its NPV would be $60,541, so it would still be acceptable. If it were a low risk project, its cost of capital would be 7 percent, its NPV would be $104,975, and it would be an even more profitable project on a risk-adjusted basis.
m.
3. Are there any subjective risk factors that should be considered before the final decision is made?
Answer: A numerical analysis such as this one may not capture all of the risk factors inherent in the project. If the project has a potential for bringing on harmful lawsuits, then it might be riskier than first assessed. Also, if the project's assets can be redeployed within the firm or can be easily sold, then, as a result of abandonment possibilities, the project may be less risky than the analysis indicates.
n.
What is a real option? What are some types of real options?
Answer: Real options exist when managers can influence the size and risk of a project's cash flows by taking different actions during the project's life in response to changing market conditions. 1. Investment timing options 2. Growth options a. Expansion of existing product line b. New products c. New geographic markets 3. Abandonment options a. Contraction b. Temporary suspension c. Complete abandonment 4. Flexibility options.
Mini Case: 13 - 30
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University of Texas - FIN - 367
Margin trading and short selling ExamplesStock Margin Trading Maximum margin is currently 50%; you can borrow up to 50% of the stock value Set by the Fed Maintenance margin: minimum amount equity in trading can be before additional funds must be
University of Texas - FIN - 367
Chapter 10 Selected Problems: From textbooks1, P346 #1 2, P346 #2 3, P346 #7 4, P347 #11Additional multiple choice questions:1. All other things equal, which of the following has the longest duration? A) a 30 year bond with a 10% coupon B) a 20 y
University of Texas - FIN - 367
Suggested Solutions to Selected Chap 7 problems Fin 367 Spring 2008 Professor Bing HanChapter 7: 1. 7. a, c and d. a. The beta is the sensitivity of the stock's return to the market return. Call A the aggressive stock and D the defensive stock. Then
University of Texas - FIN - 367
Chapter 6 Selected Problems: From textbooks1, P191 #3 2, P193 #6 3, P193 #7 4, P193 #9Additional multiple choice questions:1. Risk that can be eliminated through diversification is called _ risk. A) unique B) firm-specific C) diversifiable D) all
University of Texas - FIN - 367
Finance 367 Spring 2008 Practice Exam 1 (Solution)Multiple Choices:1. Which of the following is not a money market instrument? _C_ A) treasury bill B) commercial paper C) preferred stock D) banker's acceptance2._D_ is not a characteristic of a
University of Texas - FIN - 367
Finance 367 Spring 2008 Exam 3 (Practice)Your Name_, Last_ FirstYour Student ID number _Notes: 1, The total is 25 points. 2, Problems 1 through 16 are multiple choices. Each correct answer gives you 1 point. 2, For Short Essay and Calculati
University of Texas - FIN - 367
Suggested Solutions to Selected Problems Chap 3-4 Fin 367 Spring 2008 Professor Bing HanSolution to Chap3 problems 7. a. You buy 200 shares of Telecom for $10,000 (you invest $5000, and borrow another $5000). These shares increase in value by 10%, o
University of Texas - FIN - 367
Chapter 1 and Chapter 2 Problems: From textbooks 1, P23 #1 2, P23 #4 3, P55 #1 4, P55 #6Additional multiple choice questions:1. Asset allocation refers to the _. A) allocation of the investment portfolio across broad asset classes B) analysis of
University of Texas - FIN - 374C
Chapter 11 Corporate Value and Value-Based ManagementANSWERS TO BEGINNING-OF-CHAPTER QUESTIONS11-1Operating assets include cash required for liquidity purposes, inventories, receivables, and fixed assets necessary to operate a business, while no
University of Texas - FIN - 374C
Chapter 25 Bankruptcy, Reorganization, and LiquidationANSWERS TO BEGINNING-OF-CHAPTER QUESTIONS25-1 Bankruptcies occur in firms of all sizes. Small firms, with fewer creditors, are often able to work out informal settlements and thus avoid the time
University of Texas - FIN - 374C
Chapter 16 Capital Structure Decisions: Part IIANSWERS TO BEGINNING-OF-CHAPTER QUESTIONS16-1Arbitrage is generally thought of as the process of buying an item in one market and simultaneously selling it at a higher price in another market and th
University of Texas - FIN - 374C
CHAPTER 13Capital Budgeting: Estimating Cash Flows and Analyzing Risk1Estimating cash flows:Relevant cash flows Working capital treatment InflationRisk Analysis: Sensitivity Analysis, Scenario Analysis, and Simulation Analysis2Pro
University of Texas - FIN - 374C
CHAPTER 17Distributions to Shareholders: Dividends and Repurchases1Topics in Chapter Theories of investor preferences Signaling effects Residual model Stock repurchases Stock dividends and stock splits Dividend reinvestment plans2What
University of Texas - FIN - 374C
CHAPTER 18Initial Public Offerings, Investment Banking, and Financial Restructuring1Topics in Chapter Initial Public Offerings Investment Banking and Regulation The Maturity Structure of Debt Refunding Operations The Risk Structure of Deb
University of Texas - FIN - 374C
FIN 374C / Spring 2008 / Prof. Liz GoldreyerFINANCIAL PLANNING AND POLICY FOR LARGE CORPORATIONS (FIN 374C)SYLLABUS, SPRING 2008 Information about the course will be posted throughout the semester on Blackboard. Instructor Dr. Liz Goldreyer Office
University of Texas - FIN - 374C
CHAPTER 10Determining the Cost of Capital1Topics in ChapterCost of Capital ComponentsDebt Preferred Common EquityWACC2What types of long-term capital do firms use? Long-term debt Preferred stock Common equity3Capital Com
University of Texas - FIN - 374C
M&A Tax Implications Example Given: $50M Purchase Price $30M BV of target's assets 40M appraised value of target's assets 35% Corp. tax rate Target has no debt What is implications to: 1) target shareholders 2) post-merger asset values 3) taxes to po
University of Texas - CH - 304k
physical or chemical change? boiling water 1. p digesting food 2. c soda goes "flat" 3. p shooting a rubber band 4. p grilling a hamburger 5. c adding sugar to your tea 6. both adding lemon to your tea 7. c mowing the grass 8. p the smell of perfume
Drake - BIO - 013
Animal and Human StudiesBio 001OutlineReview: Scientific Method BioethicsAnimal vs. Human ResearchHumans in ResearchReview: BioethicsBioethics: the interface of biology and ethics, involving philosophy Bioethics is multidisciplinary Anim
Cornell - PSYCH - 1101
6) Perception a) Perceptual Thresholds i) Threshold refers to a point above which a stimulus is perceived and below which it is not perceived. Determines when one is conscious of a stimulus. (1) Gustav Fechner psychologist who originally defined th
Cornell - MATH - 1920
cosu v | u | v |projv uu v v | v |2Vector equation of a linetv Given: normal: nr (t )r0AiBj CkVolume of ParallelogramP0( x0 , y 0 , z 0 )u vTriple Scalar Product (Volume of Parallelepiped)u v | u | v | cos u v | u | v |