- Utility is a measure of satisfaction derived from consuming goods and services. Individuals seek to maximize their utility subject to a budget constraint.
- Indifference curves represent combinations of goods that provide equal utility. The slope of the indifference curve is the marginal rate of substitution (MRS).
- The budget constraint shows affordable combinations given prices and income. Utility is maximized at the point where the MRS equals the price ratio, where the indifference curve is tangent to the budget constraint.
- Using tools like Lagrangian optimization and the envelope theorem, the amounts demanded of each good can be derived as functions of prices and income.
Neo classical general equilibrium theory which is based on Walrasian theory of general equilibrium 2*2*2 model and Marshallian graphical representation
Neo classical general equilibrium theory which is based on Walrasian theory of general equilibrium 2*2*2 model and Marshallian graphical representation
Agent-based economic modeling often requires the determination of an initial equilibrium price vector. Calculating this directly requires algorithms of exponential computational complexity. It is known that a partial equilibrium price can be estimated using a median of trades. This paper explores the possibility of a multivariate generalization of this technique using depth functions.
Intermediate Microeconomic Theory Midterm 2 "Cheat Sheet"Laurel Ayuyao
For Intermediate Microeconomic Theory (ECON 30010) at University of Notre Dame. Topics include demand, elasticity, income and substitution effects, compensating and equivalent variation, intertemporal choice, uncertainty, and preferences over risk.
Dr. Bernoulli proceeded from the simple observation that the 'degree of satisfaction' of having capital, or in other words, the 'utility of capital', depends on the particular amount of capital in a nonlinear way.
What price will pi network be listed on exchangesDOT TECH
The rate at which pi will be listed is practically unknown. But due to speculations surrounding it the predicted rate is tends to be from 30$ — 50$.
So if you are interested in selling your pi network coins at a high rate tho. Or you can't wait till the mainnet launch in 2026. You can easily trade your pi coins with a merchant.
A merchant is someone who buys pi coins from miners and resell them to Investors looking forward to hold massive quantities till mainnet launch.
I will leave the telegram contact of my personal pi vendor to trade with.
@Pi_vendor_247
Falcon stands out as a top-tier P2P Invoice Discounting platform in India, bridging esteemed blue-chip companies and eager investors. Our goal is to transform the investment landscape in India by establishing a comprehensive destination for borrowers and investors with diverse profiles and needs, all while minimizing risk. What sets Falcon apart is the elimination of intermediaries such as commercial banks and depository institutions, allowing investors to enjoy higher yields.
how to sell pi coins at high rate quickly.DOT TECH
Where can I sell my pi coins at a high rate.
Pi is not launched yet on any exchange. But one can easily sell his or her pi coins to investors who want to hold pi till mainnet launch.
This means crypto whales want to hold pi. And you can get a good rate for selling pi to them. I will leave the telegram contact of my personal pi vendor below.
A vendor is someone who buys from a miner and resell it to a holder or crypto whale.
Here is the telegram contact of my vendor:
@Pi_vendor_247
how to sell pi coins in South Korea profitably.DOT TECH
Yes. You can sell your pi network coins in South Korea or any other country, by finding a verified pi merchant
What is a verified pi merchant?
Since pi network is not launched yet on any exchange, the only way you can sell pi coins is by selling to a verified pi merchant, and this is because pi network is not launched yet on any exchange and no pre-sale or ico offerings Is done on pi.
Since there is no pre-sale, the only way exchanges can get pi is by buying from miners. So a pi merchant facilitates these transactions by acting as a bridge for both transactions.
How can i find a pi vendor/merchant?
Well for those who haven't traded with a pi merchant or who don't already have one. I will leave the telegram id of my personal pi merchant who i trade pi with.
Tele gram: @Pi_vendor_247
#pi #sell #nigeria #pinetwork #picoins #sellpi #Nigerian #tradepi #pinetworkcoins #sellmypi
how can i use my minded pi coins I need some funds.DOT TECH
If you are interested in selling your pi coins, i have a verified pi merchant, who buys pi coins and resell them to exchanges looking forward to hold till mainnet launch.
Because the core team has announced that pi network will not be doing any pre-sale. The only way exchanges like huobi, bitmart and hotbit can get pi is by buying from miners.
Now a merchant stands in between these exchanges and the miners. As a link to make transactions smooth. Because right now in the enclosed mainnet you can't sell pi coins your self. You need the help of a merchant,
i will leave the telegram contact of my personal pi merchant below. 👇 I and my friends has traded more than 3000pi coins with him successfully.
@Pi_vendor_247
Resume
• Real GDP growth slowed down due to problems with access to electricity caused by the destruction of manoeuvrable electricity generation by Russian drones and missiles.
• Exports and imports continued growing due to better logistics through the Ukrainian sea corridor and road. Polish farmers and drivers stopped blocking borders at the end of April.
• In April, both the Tax and Customs Services over-executed the revenue plan. Moreover, the NBU transferred twice the planned profit to the budget.
• The European side approved the Ukraine Plan, which the government adopted to determine indicators for the Ukraine Facility. That approval will allow Ukraine to receive a EUR 1.9 bn loan from the EU in May. At the same time, the EU provided Ukraine with a EUR 1.5 bn loan in April, as the government fulfilled five indicators under the Ukraine Plan.
• The USA has finally approved an aid package for Ukraine, which includes USD 7.8 bn of budget support; however, the conditions and timing of the assistance are still unknown.
• As in March, annual consumer inflation amounted to 3.2% yoy in April.
• At the April monetary policy meeting, the NBU again reduced the key policy rate from 14.5% to 13.5% per annum.
• Over the past four weeks, the hryvnia exchange rate has stabilized in the UAH 39-40 per USD range.
what is the future of Pi Network currency.DOT TECH
The future of the Pi cryptocurrency is uncertain, and its success will depend on several factors. Pi is a relatively new cryptocurrency that aims to be user-friendly and accessible to a wide audience. Here are a few key considerations for its future:
Message: @Pi_vendor_247 on telegram if u want to sell PI COINS.
1. Mainnet Launch: As of my last knowledge update in January 2022, Pi was still in the testnet phase. Its success will depend on a successful transition to a mainnet, where actual transactions can take place.
2. User Adoption: Pi's success will be closely tied to user adoption. The more users who join the network and actively participate, the stronger the ecosystem can become.
3. Utility and Use Cases: For a cryptocurrency to thrive, it must offer utility and practical use cases. The Pi team has talked about various applications, including peer-to-peer transactions, smart contracts, and more. The development and implementation of these features will be essential.
4. Regulatory Environment: The regulatory environment for cryptocurrencies is evolving globally. How Pi navigates and complies with regulations in various jurisdictions will significantly impact its future.
5. Technology Development: The Pi network must continue to develop and improve its technology, security, and scalability to compete with established cryptocurrencies.
6. Community Engagement: The Pi community plays a critical role in its future. Engaged users can help build trust and grow the network.
7. Monetization and Sustainability: The Pi team's monetization strategy, such as fees, partnerships, or other revenue sources, will affect its long-term sustainability.
It's essential to approach Pi or any new cryptocurrency with caution and conduct due diligence. Cryptocurrency investments involve risks, and potential rewards can be uncertain. The success and future of Pi will depend on the collective efforts of its team, community, and the broader cryptocurrency market dynamics. It's advisable to stay updated on Pi's development and follow any updates from the official Pi Network website or announcements from the team.
Turin Startup Ecosystem 2024 - Ricerca sulle Startup e il Sistema dell'Innov...Quotidiano Piemontese
Turin Startup Ecosystem 2024
Una ricerca de il Club degli Investitori, in collaborazione con ToTeM Torino Tech Map e con il supporto della ESCP Business School e di Growth Capital
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In India, financial inclusion remains a critical challenge, with a significant portion of the population still unbanked. Non-Banking Financial Companies (NBFCs) have emerged as key players in bridging this gap by providing financial services to those often overlooked by traditional banking institutions. This article delves into how NBFCs are fostering financial inclusion and empowering the unbanked.
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Currently pi network is not tradable on binance or any other exchange because we are still in the enclosed mainnet.
Right now the only way to sell pi coins is by trading with a verified merchant.
What is a pi merchant?
A pi merchant is someone verified by pi network team and allowed to barter pi coins for goods and services.
Since pi network is not doing any pre-sale The only way exchanges like binance/huobi or crypto whales can get pi is by buying from miners. And a merchant stands in between the exchanges and the miners.
I will leave the telegram contact of my personal pi merchant. I and my friends has traded more than 6000pi coins successfully
Tele-gram
@Pi_vendor_247
INDIRECT UTILITY FUNCTION AND ROY’S IDENTITIY by Maryam Lone
1.
2.
3. • Utility is an economic term that measures the
total value or satisfaction that a consumer
derives from purchasing and using a service
or product. .
• Individuals’ preferences are assumed to be
represented by a utility function of the form
U= f (X1, X2, . . . , Xn ), where X1, X2,…..,
Xn are the quantities of each of n goods that
might be consumed in a period.
UTILITY
• To maximize utility, given a fixed amount of income to
spend, an individual will buy those quantities of goods
that exhaust his or her total income and for which the
psychic rate of trade-off between any two goods (the
MRS) is equal to the rate at which the goods can be
traded one for the other in the marketplace.
• The rate at which one good can be traded for another in
the market is given by the ratio of their prices i.e., that the
individual will equate the MRS (of X for Y) to the ratio of
the price of x to the price of y (Px/Py).
MRS = Px/Py
UTILITY MAXIMISATION
4. • The curve U1 represents those
combinations of x and y from which the
individual derives the same utility.
The slope of this curve represents the
rate at which the individual is willing to
trade x for y while remaining equally
well off.
• This slope (or, more properly, the
negative of the slope) is termed the
marginal rate of substitution.
• In the figure, the indifference curve is
drawn on the assumption of a
diminishing marginal rate of substitution.
INDIFFERENCE CURVE
5. • Assume that the individual has I
dollars to allocate between Good X
and Good Y. If Px is the price of
Good X and Py is the price of Good
Y, then the individual is constrained
by Px.X + Py.Y = I. That is, no more
than I can be spent on the two goods.
• The person can afford to choose only
combinations of x and y in the shaded
triangle of the figure. If all of I is spent on
good x, it will buy I/Px units of x.
Similarly, if all is spent on y, it will buy
I/Py units of y. The slope of the constraint
is easily seen to be (Px/Py).
THE TWO-GOOD CASE: BUDGET CONSTRAINT
BUDGET CONSTRAINT
Px.X +Py.Y =I
If whole income is spent on Good Y, then
I = Py.Y (X = 0)
Y = I/Py
Similarly, X = I/Px (Y = 0)
6. There Are Infinitely Many Indifference Curves in
the x-y Plane
• Several indifference curves are shown to
indicate that there are infinitely many in
the plane.
• The level of utility represented by these
curves increases as we move in a
northeast direction; the utility of curve
U1 is less than that of U2, which is less
than that of U3.
• This is because of the assumption: More
of a good is preferred to less.
Indifference Map
7. The individual would be irrational to choose a point such as A; he
or she can get to a higher utility level just by spending more of his
or her income . Similarly, by reallocating expenditures, the
individual can do better than point B. Point D is out of the
question because income is not large enough to purchase D. It is
clear that the position of maximum utility is at point C, where the
combination x∗, y∗ is chosen. This is the only point on indifference
curve U2 that can be bought with I dollars; no higher utility level
can be bought. C is a point of tangency between the budget
constraint and the indifference curve. Therefore, at C we have
(- shows direction of demand curve: Downward sloping)
Slope of budget constraint = - Px /Py = Slope of indifference
curve = dy /dx
Py/Px = dy / dx = MRS
FIGURE ILLUSTRATES THIS PROCEDURE
Indifference Map
First-order Conditions For A
Maximum
The budget constraint can be
imposed on this person’s indifference
curve map to show the utility-
maximization process.
8. With n goods, the individual’s objective is to maximize utility from these n goods:
Utility = U (x1, x2, . . . , xn)
Subject to the budget constraint :
I = P1x1 + P2x2 + …. PnXn
OR,
I - P1x1 - P2x2 - …… PnXn = 0
For maximizing a function subject to a constraint, we set up the Lagrangian expression:
L = U (x1, x2, . . . , xn) + λ ( I - P1x1 - P2x2 - ….. Pnxn ).
Setting the partial derivatives of L (with respect to x1, x2, . . . , xn and λ) equal to 0
∂ L/ ∂x1 = ∂U /∂x1 - λp1 = 0
∂ L/ ∂X2 = ∂U /∂x2 – λp2 = 0 ……………….
∂ L/ ∂xn = ∂U /∂xn - λpn = 0
∂ L/ ∂ λ = I – P1x1 – P2x2 …..- PnXn = 0
FIRST-ORDER CONDITIONS
9. The Cobb–Douglas utility function is given by
U (x, y) = xα.yβ
where, for convenience, we assume α + β = 1. We can now solve for the utility-maximizing values of x and y for
any prices (Px, Py) and income (I).
Setting up the Lagrangian expression:
L = U ( X, Y ) + λ ( I – Px.X – Py.Y ), yields the first-order conditions
∂ L/ ∂X = α X α-1. Yβ - λ Px = 0
∂ L/ ∂Y = Xα . βY β-1 - λ Py = 0
∂ L/ ∂ λ = I – Px.X – Py.Y = 0
Cobb–Douglas Demand Functions
10. Taking the ratio of the first two terms shows that
α X α-1. Yβ - λ Px / Xα . βY β-1 - λ Py
α Y / β X = Px / Py
OR,
α Y . Py = β X . Px
Y . Py = = β X / α . Px
Y . Py = = ( 1- α ) / α . Px . X ( β = 1- α )
Substitute, it in Budget constraint:
I = Px.X + ( 1- α ) / α . Px . X
I = Px.X ( 1 + 1- α / α )
I = Px.X (α + 1 – α / α )
I = Px.X ( 1 / α )
X* = α I / Px
Similarly, Y* = β I / Py (Hence X* and Y* are the optimal choices )
Optimum Utility = U ( X* Y* )…………………Direct Utility Function
11. In order to solve for the optimal values of x1, x2, . . . , xn.
These optimal values in general depends on the prices of all the goods and on the individual’s income. That is,
X1*= X1 (P1, P2, . . . , Pn, I ),
X2*= X2 (P1, P2, . . . , Pn, I ), ....
Xn*= Xn (P1, P2, . . . , Pn, I ),
These demand functions, shows the dependence of the quantity of each xi demanded on P1, P2, . . . , Pn and I.
Substitute the optimal values of the x’s to in the original utility function to yield maximum utility =
U [ X1* (P1, P2, . . . , Pn, I ), X2* (P1, P2, . . . , Pn, I ) ,… Xn* (P1, P2, . . . , Pn, I )] = V (P1, P2, . . . , Pn, I )
INDIRECT UTILITY FUNCTION
12. Now as we know that :
X* = α I / Px
Y* = β I / Py
Putting these values in the original utility function, we get:
U (x*,y*) = xα.yβ = (α I / Px) α . (β I / Py ) β
If, I = 8 , Px = 1 , Py = 4 , α +β = 1 (constant returns to scale)
U ( x*,y*) = x^0.5 . y^0.5 = [ 0.5 (8) / 1 ]^0.5 . [ 0.5 (8) / 4 ]^0.5 =
13. U = (X*,Y*)
Subject to constraint, Px + Py = I
Setting up the Lagrangian expression:
L = U ( X, Y ) + λ ( I – Px.X – Py.Y )
L = U ( X, Y ) + λ I – λPx.X – λPy
∂ L / ∂ Px = - λ x ------------ 1
∂ L / ∂ Py = - λ y ----------- 2
∂ L / ∂ I = λ ------------ 3
By Dividing equation 1 by 3, we get :
∂ L/ ∂ Px / ∂ L/ ∂ I = - λ X* / λ
- ∂ L/ ∂ Px / ∂ L/ ∂ I = X*
ROY’S IDENTITY
Roy’s Identity states that the individual consumers Marshallian demand function is equal to negative of the ratio of two partial
derivatives of the maximum value function.
14. DUALITY AND THE ENVELOPE THEOREM
• A consumer’s expenditure function and his/her indirect utility function exemplify
the minimum and maximum value functions for dual problems.
• An expenditure function specifies the minimum expenditure required to obtain a
fixed level of utility given the utility function and the prices of consumption goods.
• An indirect utility function specifies the maximum utility that can be obtained
given prices , income and utility function.
15. Let U(x,y) be a utility function where x and y are
consumption goods. The consumer has a budget B and
faces market prices Px and Py for goods X and Y ,
respectively. The problem will be considered the primal
problem:
Maximize U = U (x,y)
subject to Px.X + Py.Y = B [ PRIMAL]
THE PRIMAL PROBLEM
A related dual problem for the consumer with the objective of
minimising the expenditure on X and Y while maintaining a fixed
utility level u* derived from the primal problem:
Minimise E = Px.X + Py.Y
subject to U (x,y) = U* [ Dual ]
THE DUAL PROBLEM
16. • So, there is a clear relationship between the problem of maximizing a function subject to constraints and the
problem of assigning values to constraints. This reflects what is called the mathematical principle of duality.
• For example, economists assume that individuals maximize their utility, subject to a budget constraint. This is
the consumer’s primal problem.
• The dual problem for the consumer is to minimize the expenditure needed to achieve a given level of utility.
• Or, a firm’s primal problem may be to minimize the total cost of inputs used to produce a given level of output,
whereas the dual problem is to maximize output for a given total cost of inputs purchased.
• Px/Py = Ux/Uy is the tangency condition in which the consumer chooses the optimal bundle where the slope of
the indifference curve equals the slope of the budget constraint.
DUALITY
17.
18. • The envelope theorem concerns how an optimized function changes when a parameter of the function changes.
• For example, the change in the market price of a commodity will have an impact on individual’s purchases.
ENVELOPE THEOREM UNDER CONSTRAINED OPTIMIZATION
Maximize U = f ( x, y )
Subject to g( x, y, m ) = 0
• The effect on U* ( called the maximum value function or indirect utility function) from a small change in parameter m :
∂ U*/ ∂ m = ∂ L / ∂ m (x*,y*,m)
• The envelope theorem tells us that the partial derivative on the left hand side will simply equal to the partial derivative
of the lagrangian with respect to parameter m ,when we are valued that partial derivative at its optimal values.
• U* is evaluated at its optimal value for X and Y .
• The effect on maximum utility from a small change in parameter m can be found by taking partial derivative of the
lagrangian with respect to m and evaluating it at its optimal point.
The Envelope Theorem
19. U = XY
M = Px.X + py.Y
L = XY + λ ( M – Px.X – Py.Y )
∂ L / ∂ X = Y- λ Px = 0 ………………………1
∂ L / ∂ Y = X - λ Py = 0 ………………………2
∂ L / ∂ λ = M – Px.X – Py.Y = 0
SOLVE equation 1 and 2 for λ : Y = λPx
λ = Y/ Px
Similarly, λ = X / Py
Y / Px = X / Py
Y = Px / py . X and X = Py / Px . Y
Substitute these values in our constraint : SOLVE FOR X:
M = Px.X + Py. Px / Py . X
M = 2 Px.X
X* = M / 2Px
Similarly, Y* = M / 2Py
X* and Y* is the Marshallian or ordinary demand for Good X and Good Y.
The Envelope Theorem
20. U = XY
X* = M / 2Px and Y* = M / 2Py
U* = M / 2Px . M / 2Py
U* = M^2 / 4 Px Py ( INDIRECT UTILITY FUNCTION )
TO Find the effect on maximum utility with a small change in income :
∂ U* / ∂ M = M / 2Px Py
Envelope theorem says that we can also get this result by simply taking :
∂ U*/ ∂ m = ∂ L / ∂ m (x*,y*,m)
L = XY + λ ( M – Px.X – Py.Y )
∂ L / ∂ m (x*,y*,m) = λ
AS we know , λ = Y/ Px and Y* = M / 2Py
Substitute the value of y* in λ : λ = M / 2Px Py
∂ L / ∂ m (x*,y*,m) = = M / 2Px Py
∂ U*/ ∂ m = ∂ L / ∂ m (x*,y*,m) = M / 2Px Py
The Envelope Theorem
21. We can also derive the Marshallian demand from an indirect utility function by applying the envelope theorem.
L = XY + Λ ( M – PX.X – PY.Y )
Envelope theorem also tells us that, ∂ U*/ ∂ PX = ∂ L / ∂ PX = - Λ X
Also, ∂ U*/ ∂ M = ∂ L / ∂ M = Λ
- ∂ U*/ ∂ PX / ∂ U*/ ∂ M = Λ X / Λ = X*
U* = M^2 / 4 PX PY
∂ U*/ ∂ PX = - M^2 / 4 PX^2 PY ………………………...1
∂ U*/ ∂ M = M / 2PX PY ………………………2
Divide 1 by 2 :
- ∂ U*/ ∂ PX / ∂ U*/ ∂ M = M^2 / 4 PX^2 PY / M / 2PX PY
- ∂ U*/ ∂ PX / ∂ U*/ ∂ M = M / 2PX = X*
ROY’S IDENTITY
ROY’S IDENTITY