wcm ganpat
TRANSCRIPT
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Cash Management
Cash management is concerned
with the managing of: cash flows into and out of the firm,
cash flows within the firm, and
cash balances held by the firm at a
point of time by financing deficit or
investing surplus cash
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FourFacets of Cash Management Cash planning
Managing the cash flows Optimum cash level
Investing surplus cash
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Optimum Cash Balance Optimum Cash Balance under Certainty:
Baumols Model, Beranek Model
Optimum Cash Balance under
Uncertainty: The MillerOrr Model
And Stone Model
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The Baumol Model
Assumptions: The firm is able to forecast its cash needs
with certainty.
The firms cash payments occur uniformlyover a period of time.
The opportunity cost of holding cash is
known and it does not change over time. The firm will incur the same transaction cost
whenever it converts securities to cash.
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The Baumol Model
The firm incurs a holding cost for keeping the cash balance. It is anopportunity cost; that is, the return foregone on the marketablesecurities. If the opportunity cost is k, then the firms holding cost formaintaining an average cash balance is as follows:
The firm incurs a transaction cost whenever it converts its marketablesecurities to cash. Total number of transactions during the year will betotal funds requirement, T, divided by the cash balance, C, i.e., T/C. The
per transaction cost is assumed to be constant. If per transaction cost isc, then the total transaction cost will be:
The total annual cost of the demand for cash will be:
The optimum cash balance, C*, is obtained when the total cost isminimum. The formula for the optimum cash balance is as follows:
Holding cost = ( / 2)k C
Transaction cost = ( / )c T C
* 2cTC
k!
Total cost = ( / 2) ( / )k C c T C
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IllustrationBaumol Model
Advani hemical Limited estimates its total cash requirement as Rs 2 crore next year. The companys opportunity
cost of funds is 15% per annum. The company will have to incur Rs 150 per transaction when it converts its short-termsecurities to cash. Determine the optimum cash balance. How much is the total annual cost of the demand for the
optimum cash balance? How many deposits will have to be made during the year?
T!
000,200Rs15.0
)000,000,20)(150(2C* !!
The annual cost will be:
3=+=+=
/+/=co total
During the year, the company will have to make 100 deposits, i.e. converting marketable securities to cash.
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The Beranek Model
This Model assume that the cash inflowsare steady but the outflows are periodic
This is the mirror image of the time patternof cash flows in Baumol model, whereinflows are periodic and outflows aresteady
Cash would be collected continuously at ata uniform rate, but would be disbursedover a short period of time
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In this pattern of cash flows, the challenge
is to profitably invest the funds between
the time of their receipts and the when a
group of cheques are presented to the bank
for the payment.
The trade off between interest income andtransaction cost and strategies employed
are parallel to those of Baumol Model
The Beranek Model
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The formula for optimum number of
transaction is same as that for the Baumol
Model
However, the cash is accumulated
gradually (rather than disbursed gradually),
so the transaction pattern would involve a
series of cash investment followed by one
disinvestment at the end of the period.
The Beranek Model
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The MillerOrr Model
The MO model provides for two control limitstheupper control limit and the lower control limit as wellas a return point.
If the firms cash flows fluctuate randomly and hit theupper limit, then it buys sufficient marketablesecurities to come back to a normal level of cashbalance (the return point).
Similarly, when the firms cash flows wander and hitthe lower limit, it sells sufficient marketablesecurities to bring the cash balance back to the normallevel (the return point).
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The Miller-Orr Model
The difference between the upper limit and the lower
limit depends on the following factors: the transaction cost (c)
the interest rate, (i)
the standard deviation (W) of net cash flows.
The formula for determining the distance between upper
and lower control limits (called Z) is as follows:1/ 3(Upper Limit Lower Limit) (3/ 4 Transaction ost ash Flow Variance/ Interest Rate)
Upper Limit Lo wer Limit + 3
Return Point Lo wer Limit +
The net effect is that the firms hold the average the cash balance equal to:
verage
Z
Z
ash alance Lower Limit + 4/3Z
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3bW 2
RP = 3 +LL
4I
UL = 3RP2LL
where: RP = return point
b = fixed cost per order for converting
marketable securities into cash.
I = daily interest rate earned on marketable securities
W2 = variance of daily changes in the expected cash balance
LL = the lower control limit
UL = the upper control limit
The Miller-Orr Model
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aja td. provide the following information
Annual yield: 12%, daily: 12/360= 0.0333%
Transaction cost: s. 1600
Change in daily cash balance, S.D., s.5000 Minimum Cash balance: s. 50000
Illustration: Miller-Orr Model
3bW 2 3*(1600)*(5000) 2
RP = 3 +LL = 3 +50000
4I 4 * (0.00033)
UL = 3RP2LL
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This model is based on the argument that the average
bank balance is determined by banks requirement of
maintaining compensatory bank balance in current
account when an overdraft is taken. (This practice isno more in India)
Minimizing transaction cost subject to the constraints
of matching average balance with target balance
se control limits similar to Miller and Orr Model
Except
Two sets of limits : outer limit and inner limit
The Stone Model
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When the balance reaches the outer limit, the finance
manager does not trigger securities purchase, as in
the case of Miller, but checks with the forecast for
the next pre-determined days. If he finds that the
forecasted cash flow is expected to move within the
inner limits, i.e. the balance is closer to target
balance, he does not order any securities transactions
and hence save on transaction cost. If forecast is out side the inner limits, he orders
buying or selling securities to reach the target
balance
The Stone Model
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A company has following forecast of cash flow during the next14 days ( s. in akh)
Illustration: The Stone Model
Day 1 2 3 4 5 6 7 8 9 10 11 12 13 14Cash
Forecast 8 4 -5 -4 5 -1 2 0 1 -16 7 -5 2 -5Cash
Actual8 3 -6 -3 6 -2 5 -4 0 -18 6 -6 -3 4
The finance Manager has set up upper outer limit of s. 40 lakh
and the lower outer limit of s. 23 lakh. Inner limit fixed at s.2lakh minus or plus respectivly from the outer limits. i.e. 40-2=38and 23 2 = 25 lakh
ook out time is 3 days
Day opened at target cash balance of s. 30 lakh
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Time Pattern ofCash flow
Baumol Model Beranek Model
All cash flows are certain All cash flows are certain
Cash inflows are periodic
and instantaneous
Cash outflows are periodic
and instantaneous
Cash outflows occur at a
constant rate
Cash inflows occur at a
constant rate
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Time Pattern ofCash flow
Miller-Orr Model Stone Model
Firm has minimum required
cash balance
Firm has minimum required
cash balanceCash flows are normally
distributed and standard
deviation does not change
Firm has some knowledge
of future cash flows
The Expected cash flow is
zero
Although this knowledge
contain error component
There is no autocorrelation
in cash flows
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ReceivableManagement
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Heuristic Approach to
Establishing Credit imit Heuristic approach is based on companys
actual experience
The formula or procedure here has the
weightage of managerial experience and
intuition behind it and therefore it is heuristic
in nature To establish a credit limit and granting credit,
following factors need to be considered
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Contributing
Factor
Rating Credit limit
%of net worth
Applicants Credit
Requirements
(C)
C
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Contributing
Factor
Rating Credit limit
%of net worth
Profit Margin
(M)
M
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Sequential Decision Analysis In this analysis, investigation is carried out
further stage only if the benefit of such
analysis outweighs its cost
Required to prepare decision tree
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Discriminant analysis is a statistical tool helpful for classificationpurposes.
To convey a basic understanding of discriminant analysis, we shallemploy the following assumptions:
There are two discrete groups (group 1 and group 2).
Two variables combined in a linear manner would be used for
discriminating between the two discrete groups (This meansthat the discriminant function will be Zi= aXi+ bYi).
These two variables arise from multivariate normalpopulations. While the means of the two variables in eachgroup are different, their variance/covariance matrix isidentical for each group.
Discriminant analysis and
customer classification
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1. Estimation of the discriminant function
2. Choice of the cutoff point for the discriminant
function
3. Examination of the predictive ability of the
discriminant functionContd.,
Steps involved in Discriminant
analysis
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In n n n num ntsthe et een
up sum fsquares fZiscoresandthedenom natorrepresentsthe
thin roupsum ofsquaresoftheZi scores.For maximising the ratio, given in quation, e set its partial
derivatives ith respect to a and (the t o parameters of thediscriminant function) equal to 0. doing this, e get the follo ing
normalequations:
a . 2x b. xy x
a . xy b
2y y
here 2x varianceof X
xy =covarianceofXand
2y=varianceofYx=difference et eenthe meanvaluesofXforthet ogroupsy=difference et eenthe meanvaluesofY forthet ogroups.
Contd.,
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Solving the above normal e uations, we get
2y. dx - xy. dy
a =
2x
. 2y - xy. xy
2x. dy - xy. dx
b =
2x. 2y - xy. xy
Contd.,
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The cutoff value which is supposed to separate the two groups, should be chosen in such a
way that it minimises the probability of misclassification. In theory, the cutoff value isrepresented by the point Z* because it results in minimal misclassification.
Discriminant functionZ1 Z* Z2
Group 1 Group 2
Contd.,
ProbabilityDistributions and Cut-off Level
Choice of the cut-off point for the
discriminant function
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In practice, the cut-off point is chosen in such a way that it
minimises misclassification in the estimation sample. Todefine this cut-off value, we proceed as follows:
(i) Calculate the Zi value for the observations and arrange
them in an ascending order.
(ii) Consider the mid-points of adjacently ranked observations,
in the area where the observations from the two groups
overlap, as possible cut-off levels.
(iii) Choose that cut-off point which minimises the total number
of misclassifications.
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Hence , it is desirable t examine the redictive abilit f the
discriminant f ncti n with reference t a new samp le which may be referred t as a va lidati n r holdout samp le . This invo lve s comparing
the classification of observa tions based on their discriminant function
scores with their actual classification. or this purpose the following
classificationma trix (confusionma trix) is prepared:
Actu l l ssification
Group 1 Group
Pre icte Group 1 11 12
lassification Group 2 21 22
If the discriminant mode l correctly predicts the group to whicheachobserva tionbelongs, all observa tions will be on the ma indiagonal
of the ma trix , i.e . in the C11and C22elements. The percentage of correct
predictions is:
C11 + C22
C11 + C22 + C21 + C22
Examination of the predictive ability of the
discriminant model