This blog is about new ideas which give us new methods and new theorems as the tools to break complex problems in all fields such as Strategic Management, Engineering, Financial Management and so on and finally to solve these problems in the real world in which there is the balance of the cost and the time.
Friday, April 27, 2012
How many gallons of gasoline would it take to charge an iPhone?
Wednesday, April 25, 2012
Pressure drop field
You can review below link which is about System Advisor Model (SAM):
https://sam.nrel.gov/content/pressure-drop-field
Here is also very fascinating report for who are interested in working on Energy Saving field:
http://www.unene.ca/un803-pwp/UN0803_System_Thermal_Hydraulics_Written_Report.pdf
Tuesday, April 17, 2012
A New Financial Simulation Model for Case Analysis of GAINESBORO MACHINE TOOLS CORPORATION
Introduction
Following to the article of “Application of Pascal’s
Triangular in Corporate Financial Strategy” on link: http://emfps.blogspot.com/2012/04/application-of-pascals-triangular-in.html
and the article of “Case Analysis of GAINESBORO MACHINE TOOLS
CORPORATION: The Dividend Policy” on link: http://emfps.blogspot.com/2012/03/case-analysis-of-gainesboro-machine.html
In this article, I am willing to introduce you a new
financial simulation model which is based on EXHIBIT 8 (Projected Sources – and
Uses Statement Assuming a 40% Payout Ratio) of the case: GAINESBORO MACHINE TOOLS CORPORATION. In fact, the
template of this new simulation model is EXHIBIT 8 whereas I have developed this template by adding new
assumptions and new components. I can say that this simulation model is the combination
of Exhibit 8 and Discounted Cash Flow Analysis plus some new components. The
purpose of this simulation model is to analyze simultaneous impact two
independent variables which are the Cost of Capital (WACC) and Dividend payout
ratio on one dependent variable which is the Stock Price. My final result will
be to find the appropriate the Cost of Capital (WACC) and Terminal Value Growth
Rate for two given data in this case which are dividend payout ratio and the
Stock Price. Of course, maybe you think that I should depict dividend policy
which is the issue of the case. Yes, but I will analyze it in my next article.
Here, I will show you that I have still the problem with the calculation WACC
of Gainesboro Machine Tools Corporation. Anyway, I think that I have obtained
the best estimation for WACC.
Methodology
As I told you, I used from EXHIBIT 8 as my template
and I entered all data on my spreadsheet then I did following actions step by
step:
Step1: I added below assumptions to Exhibit 8:
Ø Depreciation
growth rate
Ø CAPEX
growth rate
Ø Change
in NWC growth rate
Ø Cost
of Capital
Ø Terminal
value growth rate
In the result, we will
have 8 independent variables.
Step 2: To complete my spreadsheet (template), I
should get the growth rate of CAPEX and Change in NWC and Depreciation growth
rate.
Firstly, I checked the amounts obtained from Exhibit
2 (Balance sheet) for CAPEX and Change in NWC replaced on Exhibit 8 for 2005
year.
Note (1): I can tell you that Change in
NWC (19.5) on Exhibit 8 is not true because we cannot consider Bank loan as
current liability. In the meanwhile, the growth rate of CAPEX for 2009 year had
been considered 3.5%!!!!
Please see my true and false calculation as
follows:
On the other hand, I calculated CAPEX as follows:
You can see on Exhibit 8 the amount of
CAPEX is equal to 43.8 (2005 year) while the true CAPEX is equal 39.63
I could not find any rational reason behind
a 10.5 % increase on CAPEX.
Anyway, if you have any time, you can contact
to writers (Robert F. Bruner and Sean Carr) or publisher (University of
Virginia Darden School Foundation, Charlottesville, VA) about these problems.
Step 3: Following to step 2, I worked on the
calculation of the cost of capital and terminal value growth rate as follows:
Ø Cost
of Debt
I considered the cost
of debt equal to 4.3% in the reference with Exhibit 3 and Ten – year Treasury
note yield of 2004 year.
Ø Cost
of Equity
The analysis of the cost
of equity in this case is very hard. I use from three methods as follows:
1) Cost
of Equity by using the Constant - Growth Valuation (Gordon) Model. Since the cost of equity by using of this method is calculated
approximately equal to 1.34% which is less than the cost of debt, I assumed the
cost of equity more than 4.3%.
2) Using of Stock valuation formula. This method is wrong way
3) The compare shareholders' expected
return and cost of debt. In this method,
I
assumed that the cost of equity is always less than the shareholders' expected
return
and
more than the cost of debt consequently we have 23% < Ke < 4.3%. I
considered
the average of it as the cost of equity equal to 13%.
Here is my details calculation:
As you can see, finally I considered a range between
4% and 11% for WACC.
One of the most crucial problems to use the
discounted cash flow analysis is to find the appropriate the Terminal Value
Growth Rate because this methodology is very sensitive to TVGR. There are many
ways to estimate TVGR as follows:
-Historic growth rates
-Forecast 3- year
growth rates
-Terminal capital
expenditure
-Competitive advantages
among the firms
-Current and future market
cap (refer to BGC matrix in Strategic Management)
-Porter’s five forces
such as competitions on barriers to entry
-Macroeconomic
indicators such as inflation, interest rate, GDP and so on
The based on Exhibit 3 and the growth rate of CAPEX
for final cash flow, I assumed the range between 0 and 3 for Terminal Value
Growth Rate.
Step 4: I have added some components to my
simulation model as follows:
-After dividend Excess cash
|
|
-Terminal value
|
|
-Total excess cash(borrowing
)
|
|
-Plug: excess cash(borrowing)
|
|
-Present value of flows
|
|
-Enterprise value
|
|
-Borrowing needs
|
|
-FV of borrowing needs
|
|
-Plug: FV of borrowing needs
|
|
-New borrowing needs
|
|
- Current outstanding debt
|
|
-Total outstanding debt
|
|
-Equity value
|
|
-Current shares outstanding
|
|
-Equity value per share
|
|
-Current share price
|
I used from formula = IF (PLUG < 0, - PLUG, 0)
and =IF (PLUG > 0, +PLUG, 0) for below parameters:
-Plug:
excess cash (borrowing)
-Borrowing
needs
-Plug: FV
of borrowing needs
Here is this part of my
simulation model:
Note (2): I think this part of my
simulation model is very important for Macroeconomic analysis because we can examine the risk of deficit financing where the final cash flow will
lead us to a NPV > 0 or a huge economic collapse throughout the world.
Step 5: In this step, I used two ways table of sensitivity
analysis in which I analyzed the impact of the cost of capital and dividend
payout ratio as independent variables on the stock price as dependent variable.
The findings are below cited.
Finding and Discussion
The final result of my sensitivity analysis is as
follows:
In the reference with Exhibit 5, the average current
stock price of Gainesboro Machine Tools Corporation is equal $29.15
As you can see on above sensitivity analysis, there
are four points which show us the current situation of Gainesboro as follows:
-WACC = 5%
and Dividend payout ratio = 35%
-WACC = 7% and Dividend payout ratio = 20%
- WACC = 9% and Dividend payout ratio = 5%
- WACC = 9% and Dividend payout ratio = 3%
In this analysis, I chose Terminal Value Growth rate
equal to 3%.
Now, please look at Exhibit 1 (Income statement).
You can see the dividend payout ratio for 2003 year is equal 35.7%
Dividend payout ratio = Total dividend payout / Net
income
Total dividend payout = 0.25 * 18,600,000 = $4,650,000
Net income = 12,993 * 1000 = $12,993,000
Dividend payout ratio = (4,650,000 / 12,993,000)
*100 = 35.7%
In the result, I can reserve my assumptions for
Terminal Value Growth Rate = 3% and Cost of Capital = 5 % as my primary data because
of current situation of Gainesboro. As the matter of fact, in my next article,
I will explain you how we can make decision for dividend payout ratio (Dividend
Policy) where the basic of our assumptions for WACC will be equal 5 % and
Terminal value growth rate will be equal 3%.
To be continued……
Note: “All spreadsheets and calculation notes are available. The people, who are interested in having my spreadsheets of this simulation model as a template for further practice, do not hesitate to ask me by sending an email to: soleimani_gh@hotmail.com or call me on my cellphone: +989109250225. Please be informed these spreadsheets are not free of charge.”
Friday, April 6, 2012
Quotation of Mahatma Gandhi
Here is the quotation of Mahatma Gandhi, Indian philosopher, who was internationally esteemed for his doctrine of nonviolent protest, (1869 – 1948):
FIRST THEY IGNORE YOU,
THEN THEY LAUGH AT YOU,
THEN THEY FIGHT YOU,
THEN YOU WIN.Monday, April 2, 2012
Application of Pascal’s Triangular in Corporate Financial Strategy
As we know, the
finance could be divided into two fields: 1) Asset Pricing 2) Corporate finance
1) Asset
Pricing: In this case,
the investors are willing to know how they should cope with their assets. What
is the price of the assets? Should they sell their assets or purchase new ones?
Is there any business model to liquidate the assets immediately?
In this article,
I will not have any debate on asset pricing models but I can refer you to my
research proposal of “Application of Game Theory as a New Strategy Implementation in the
Residential Real Estate Market” where the
combination of Markov
Chain and Monte Carlo Simulation Model plus the Constant Eigenvector approach (mentioned on link: http://emfps.blogspot.com/2011/11/efficient-portfolio-of-assets-markov.html) have
been applied as research methodology. The final result will be about how the investors
can liquidate their residential properties in the stagnated market.
2) Corporate finance: It is about the firm’s concern and finally decision
making in finance such as capital structure and leverage, dividend policy and
so on. There are many applications of the Game theory in corporate finance. In
this article, I am willing to discuss about Dividend Signalling theory which is
a type of Dividend Relevance Theory. My example will be the case of Gainesboro
Machine Tools Corporation on below link: http://emfps.blogspot.com/2012/03/case-analysis-of-gainesboro-machine.html
By the constant
or increasing dividends, the firm can show the positive signals about the
future prospects of the company consequently an increase in share price and
vice versa, absence of dividends or decreasing dividends presents negative
signal resulting in decline in share price. Of course, this is still a traditional
theory. In the real world, due to the uncertainty in business and financial
risks, nowadays the firms are following the Game theory in which the
repurchasing (buy back) of stocks by the company could also be a positive signal
to increase of the share prices.
Before going to
the application of the game theory on this type of dividend policy, let me have
an overview on the statistics as follows:
Permutations & Combinations
What is the
total number of outcomes when you have “n” possibilities and you choose “r’ of
these possibilities? Definitely it depends on the type of combination:
-If the replacement
does not matter, it is a combination. For instance, 1234 = 4312
-If the replacement
does matter, it is a permutation where 1234 is different with 4312
On the other
hand, we have permutations & combinations with and without repetition.
Example (1): In Backgammon
game, we have two
dices. What is the probability of each status after throwing dices?
Firstly, we
should find the number of total combinations. Which one of above mentioned
should we use?
-Permutation
with repetition
-Permutation
without repetition
-Combination
with repetition
-Combination
without repetition
Since the
replacement does not matter (because 3 &4 is equal 4&3) and also we can
have repetition status such 6 & 6, we should apply the formula for the
Combination with repetition as follows:
C (n + r -1, r)
= [(n + r – 1)!] / [r! (n – 1)!]
Where we have:
n = 6 total possibilities
r = 2 our choice
C (n + r -1, r) =
7! /
2!(6-1)! = 21 number of outcomes
X = each outcome
P (X) = probability of each outcome
P (X) = 1 / 21 = 4.8%
Example (2): In the case of Combination without repetition, I assume
we have the set of possibilities A = [1, 2, 3, 4, 5, 6, 7, 8] and we have 3
choice. What is the total number of combinations without repetition?
We can use from Binomial formula as follows:
C (n, r) = n! / [r!(n – r)!]
Where:
n = 8
r = 3
C (n, r) = 8! / [3!(8 -3)!] = 56
We can also use from Pascal’s Triangular to get all
outcomes:
0
|
1
|
||||||||
1
|
1
|
1
|
|||||||
2
|
1
|
2
|
1
|
||||||
3
|
1
|
3
|
3
|
1
|
|||||
4
|
1
|
4
|
6
|
4
|
1
|
||||
5
|
1
|
5
|
10
|
10
|
5
|
1
|
|||
6
|
1
|
6
|
15
|
20
|
15
|
6
|
1
|
||
7
|
1
|
7
|
21
|
35
|
35
|
21
|
7
|
1
|
|
8
|
1
|
8
|
28
|
56
|
70
|
56
|
28
|
8
|
1
|
As you can see, the number of rows is 9 but n = 8.
The best way to find all combinations and permutations is to utilize sensitivity analysis by using of one way - data table on excel spreadsheet just like below sheet:
The best way to find all combinations and permutations is to utilize sensitivity analysis by using of one way - data table on excel spreadsheet just like below sheet:
In the case of corporate financial strategy (in
this article), I assume that there is a normal probability distribution then I utilize
from Combination without repetition (using of Pascal’s Triangular) to obtain
all outcomes in which I use Binomial formula. Before that, please review
examples (3) and (4).
Example (3): Now, let me bring an example in the field of
Strategic Management. I consider two competitors “A” and “B” and I also assume
that there are 9 driving forces (please see link: http://emfps.blogspot.com/2012/02/fuzzy-delphi-method-to-design-strategic.html)
which are affecting on new SWOT matrix of “A” or “B” as follows:
DF1, DF2, DF3 …DF10
How can we calculate the total number
of outcomes made by the combination of driving forces?
We can use from below formula:
X = the number of driving forces
n = X -1, n = 8
Total number of outcomes = SUM C (8, r)
Where: r = 0, 1, 2, 3…8
Total number of outcomes = C (8, 0) + C
(8, 1) + C (8, 2) + C (8, 3) + C (8, 4) + C (8, 5) + C (8, 6) + C (8, 7) + C
(8, 8) = 256
You can also use from Pascal’s Triangular as follows:
n = 8, Total number of outcomes = 1 + 8 + 28
+ 56 + 70 + 56 + 28 + 8 +1 = 256
Another formula can be below cited:
Total number of outcomes = 2 ^ (X – 1)
= 2 ^ 8 = 256
Example (4): If we assume that firm “A” gains 4 key success
factors form all driving forces and the firm “B” gains 5 key success factors from
all driving forces, how can we calculate the probability of competitive
advantage for the firm “A”?
Total number of outcomes for fourth key success
factors = C (8, 0) + C (8, 1) + C (8, 2) + C (8, 3) + C (8, 4) = 163
But the best solution is to use from Pascal’s
Triangular as follows:
Total number of outcomes for 4 key success factors
= 1 + 8 + 28 + 56 + 70 = 163
Total number of outcomes = 256
Probability of competitive advantage for the firm “A”
= 163 / 256 = 64%
The Case of Gainesboro Machine Tools Corporation:
Dividend Policy
We assume that
Gainesboro will apply dividend signalling theory as follows:
According to
Exhibit 8, the assumption of dividend-payout ratio is 40% of net income. If the
company consider 20% (for instance) of net income as dividend-payout ratio and
simultaneously repurchase its stocks, the number of the shareholders will be
very important to obtain positive signalling. Why?
Here, I am
willing to use again from example (4) where I have already make 1000 trials
(rows) of Pascal’s
Triangular by excel spreadsheet.
The approach of the shareholders is two different
choices:
A = Buyers of the stocks (number)
B = Sellers of the stocks (number)
An increase on the number of buyers accompanied by
dividend payout will have the positive signalling on demand and consequently an
increase on stock prices. But repurchasing of the shares by the company is limited
to source of net income because we have:
Total amount of money to repurchase the stocks =
total number of the buyers * the number of shares purchased by each buyer
Therefore, an increase on total number of the
buyers will decrease the number of stocks purchased by each buyer
Now, I assume below conditions:
-A = 51% of total number of the shareholders
-B = 49% of total number of the shareholders
If total number of the shareholders is variable as
follows, by using of Pascal’s Triangular, we are able to calculate all
outcomes:
Total Number of Shareholders Total Outcomes
100
|
6.34E+29
|
|||
300
|
1.02E+90
|
|||
500
|
1.6E+150
|
|||
750
|
3E+225
|
|||
1000
|
5.4E+300
|
Total
number of Shareholders
|
Total
outcomes of sellers
|
Total
outcomes of buyers
|
||
100
|
3.16913E+29
|
4.15826E+29
|
||
300
|
4.1612E+89
|
6.90715E+89
|
||
500
|
5.8944E+149
|
1.1529E+150
|
||
750
|
9.7878E+224
|
2.205E+225
|
||
1000
|
1.5243E+300
|
4.0545E+300
|
In the result, we will have a diagram
for the probability of outcomes as follows (I have also included 50% buyer and
seller):
As you can see, by increasing of total
number of shareholders, if the percentage of buyers goes down to 49% of total
number of shareholders, the probability of stocks’ demand will decrease and
vice verse.
This is a general diagram in
which we can utilize it even for the people's voting.
Note:
“All spreadsheets and calculation notes are available. The people, who are
interested in having my spreadsheets of this method as a template for further
practice, do not hesitate to ask me by sending an email to: soleimani_gh@hotmail.com or call
me on my cellphone: +989109250225. Please be informed these spreadsheets are
not free of charge.”
Sunday, March 25, 2012
Case Analysis of GAINESBORO MACHINE TOOLS CORPORATION: The Dividend Policy
This case is about the impact of an
environmental factor (External issue) on dividend policy of the firm (Internal
issue). The environmental disaster was Hurricane Katrina which was caused the
huge destruction across the south-eastern United States. Because of the storm, the stock market notably fell down. Since it is possible that the price of the
shares once more increase even more than before in the near future, Ashley
Swenson, chief financial officer (CFO) of Gainesboro Machine Tools Corporation
has the dilemma to buy back stock or to spend the money as dividend the
shareholders. In fact, the question is: How can she forecast the fortune of the
stock market? In the other word, what are the driving forces (as the external factors)
which are affecting on internal factors such as dividend policy? Definitely,
the best way is to use from Fuzzy Delphi Method (FDM). To perceive FDM, please review
my article of “Fuzzy Delphi Method to Design a Strategic
Plan” on link” http://emfps.blogspot.com/2012/02/fuzzy-delphi-method-to-design-strategic.html”.
At the first, she can design a
strategic plan including current and future BCG matrix. I think that one of the
best reference books which has established a logical relationship between BCG
matrix and Dividend policy is: “Corporate Financial Strategy” by Ruth
Bender and Keith Ward (Elsevier Butterworth-Heinemann)”. I would like
to refer you page 34 (please review STEADY STATE), page 59 (Balancing
business and financial risk), page 75 (Figure 4.14), page 226 (Dividends
and buybacks) on 3rd edition (2009). Where is the location of
the firm in BCG matrix? Stars (Growth), Question marks (Launch), Cash cows (Maturity) or Dogs (Decline).
Accordingto this reference book, we have below conditions for each area
of BCG matrix:
Stars
(Growth)
Question marks (Launch)
Business
risk high
Business risk very high
Financial
risk low Financial risk very low
Funding
equity
Funding equity
Nominal dividend payout ratio Nil dividend
payout ratio
Cash cows (Maturity) Dogs
(Decline)
Business risk
medium Business risk low
Financial
risk medium
Financial risk
high
Funding debt
Funding debt
High dividend
payout ratio Total dividend payout ratio
Let me specify the situation of
this company on BCG matrix by using of its market share in industry and
industry revenue growth rate as follows:
-Referring to Exhibit 6,
Gainesboro’s market cap is $ 504,000,000 in 2005 in which we can calculate its
share market approximately 1.43% (Please see my spreadsheet).
-Referring to Exhibit 2, the
economic indicators show us the high growth rate of macroeconomic environment
in USA from 2001 to 2004 while the projected data present us a steady and slow
economic growth rate. On the other hand, if we see Exhibit 7, we will find that
the expected growth rate of sales (next 3-5 years) for high dividend payout
companies is going down whereas the zero-payout companies will have the high
growth rate of sales.
We can observe this fact on
consolidated Income Statement of Gainesboro (Exhibit 1) where the negative
growth rate from 2002 to 2004 accompanied by dividend payout has pushed the
current situation of this company on Quadrant IV of BCG matrix which is named
Dogs. It means that the current strategies of Gainesboro could be Retrenchment,
Divestiture, and Liquidation.
Referring to the case, if Gainesboro
diversifies its business units and products such as the Artificial Workforce
products, the expected growth rate of sales will go up 15% annually.
In this case, the new situation of
company will be on Quadrant I of the BCG matrix (Question Marks) where the
dividend policy of this company should be Zero – dividend payout.
Here, I would like to bring you so
many logical reasons which approve the Zero – dividend payout as the best
option for dividend policy of Gainesboro as follows:
1) Gainesboro has Negative Net Cash
Flow. I calculated them in accordance with Exhibit 2 (please see my
spreadsheet) below cited:
-Net Cash Flow in 2004 = -78376 (dollars in thousands)
-Net Cash Flow in 2005 (projected) =
-36438 (dollars in thousands)
If you see Figure (4.10) on above
reference book, you will find that the best dividend policy for Gainesboro is
nil dividend payout ratios.
2) Please compare Exhibit 1 with
Exhibit 5 just like below table:
Year Net income
($000) Ave. Stock Price
2002
-$61,322
$26.45
2003
$12,993 $61.33
2004
-$140,784
$29.15
2005 (Projected) $18,018 ?
What
can you consider instead of question mark? Definitely Gainesboro’s stock price
will significantly increase if the management prediction about the revenue
growth rate is true. Therefore, the best strategy is to repurchase Gainesboro’s
shares.
3) Firstly, let me have an overview
on all theories of dividend policy as follows:
-Dividend Relevance Theories
-Dividend Irrelevance Theories
Dividend Relevance Theory
A) Traditional Model
B) Walter’s Model
C) Gordon’s Dividend Capitalization Model
D) Bird-in-hand Theory
E) Dividend Signaling Theory
F) Agency Cost Theory
Dividend Irrelevance
Theories
G) Residual Theory
H) Modigliani and Miller (M&M) Model
I) Dividend Clientele Effect
J) Rational Expectations Model
In the next article, I will examine
each one of above models to find out the best dividend policy for
Gainesboro.
Note:
“All spreadsheets and calculation notes are available. The people, who are
interested in having my spreadsheets of this case analysis as a template for further
practice, do not hesitate to ask me by sending an email to: soleimani_gh@hotmail.com or call
me on my cellphone: +989109250225. Please be informed these spreadsheets are
not free of charge.”
To be continued …….
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