The Cobb-Douglas production function models the relationship between an output and inputs like labor and capital. It assumes outputs increase with inputs but at a decreasing rate. The formula relates the natural log of output to the natural log of inputs with elasticity coefficients representing the percentage change in output from a 1% change in an input. If the coefficients sum to 1 there are constant returns to scale, less than 1 is decreasing returns, and more than 1 is increasing returns. An example using Taiwan agricultural data from 1958-1972 estimated elasticities of 1.5 for labor and 0.4 for capital, indicating increasing returns to scale.
Isoquant is also called as equal product curve or production indifference curve or constant product curve. Isoquant indicates various combinations of two factors of production which give the same level of output per unit of time.
Just as an indifference curve represents various combinations of two goods which give a consumer equal amount of satisfaction, an iso-product curve shows all possible combinations of two inputs physically capable of producing a given level of output. Since an iso-product curve represents those combinations which will result in the production of an equal quantity of output, the producer would be indifferent between them.
This law was given by Alfred Marshall in his book principle of economics.
It show particular pattern of change in output when some factor remain fixed.
Production depend upon factors of production , if factors of production are good, production may increase and vice-versa.
Production function show functional relationship between production and factors of production.
It refers to manner of change in output cost by the increase in all the input simultaneously and in the same proportion.
Returns refers to “change in physical output”
Scale refers to “quantity of input employed”
Change in scale means that all factors of production are increased or decreased in same proportion.
The cost advantage that arises with increased output of a product.
It arises because of the inverse relationship between the quantity produced and per-unit fixed cost.
Profit refers to the excess of receipts from the sale of goods over the expenditure incurred on producing them.
The amount received from the sale of goods is known as ‘revenue’ and the expenditure on production of such goods is termed as ‘cost’. The difference between revenue and cost is known as ‘profit’.
For example, if a firm sells goods for Rs. 10 crores after incurring an expenditure of Rs. 7 crores, then profit will be Rs. 3 crores.
This theory relies on the market behaviour of the consumer to know about his preferences with regard to the various combinations for the two reactions and responses of the consumer.
Isoquant is also called as equal product curve or production indifference curve or constant product curve. Isoquant indicates various combinations of two factors of production which give the same level of output per unit of time.
Just as an indifference curve represents various combinations of two goods which give a consumer equal amount of satisfaction, an iso-product curve shows all possible combinations of two inputs physically capable of producing a given level of output. Since an iso-product curve represents those combinations which will result in the production of an equal quantity of output, the producer would be indifferent between them.
This law was given by Alfred Marshall in his book principle of economics.
It show particular pattern of change in output when some factor remain fixed.
Production depend upon factors of production , if factors of production are good, production may increase and vice-versa.
Production function show functional relationship between production and factors of production.
It refers to manner of change in output cost by the increase in all the input simultaneously and in the same proportion.
Returns refers to “change in physical output”
Scale refers to “quantity of input employed”
Change in scale means that all factors of production are increased or decreased in same proportion.
The cost advantage that arises with increased output of a product.
It arises because of the inverse relationship between the quantity produced and per-unit fixed cost.
Profit refers to the excess of receipts from the sale of goods over the expenditure incurred on producing them.
The amount received from the sale of goods is known as ‘revenue’ and the expenditure on production of such goods is termed as ‘cost’. The difference between revenue and cost is known as ‘profit’.
For example, if a firm sells goods for Rs. 10 crores after incurring an expenditure of Rs. 7 crores, then profit will be Rs. 3 crores.
This theory relies on the market behaviour of the consumer to know about his preferences with regard to the various combinations for the two reactions and responses of the consumer.
The derivative of a composition of functions is the product of the derivatives of those functions. This rule is important because compositions are so powerful.
cost of production / Chapter 6(pindyck)RAHUL SINHA
topics covered
•Production and firm
•The production function
•Short run versus Long run
•Production with one variable input(Labour)
•Average product
•Marginal product
•The slopes of the production curve
•Law of diminishing marginal returns
•Production with two variable inputs
•Isoquant
•Isoquant Maps
•Diminishing marginal returns
•Substitution among inputs
•Returns to scale
•Describing returns to scale
Production Function is a statement of the relationship between a firm’s scarce resources (inputs) and the output that results from the use of these resources.
In mathematical terms, the PF can be expressed as:
Q= f (X1, X2…………Xk) where
Q=output, X1…………Xk=inputs used in the production process
Latino Buying Power - May 2024 Presentation for Latino CaucusDanay Escanaverino
Unlock the potential of Latino Buying Power with this in-depth SlideShare presentation. Explore how the Latino consumer market is transforming the American economy, driven by their significant buying power, entrepreneurial contributions, and growing influence across various sectors.
**Key Sections Covered:**
1. **Economic Impact:** Understand the profound economic impact of Latino consumers on the U.S. economy. Discover how their increasing purchasing power is fueling growth in key industries and contributing to national economic prosperity.
2. **Buying Power:** Dive into detailed analyses of Latino buying power, including its growth trends, key drivers, and projections for the future. Learn how this influential group’s spending habits are shaping market dynamics and creating opportunities for businesses.
3. **Entrepreneurial Contributions:** Explore the entrepreneurial spirit within the Latino community. Examine how Latino-owned businesses are thriving and contributing to job creation, innovation, and economic diversification.
4. **Workforce Statistics:** Gain insights into the role of Latino workers in the American labor market. Review statistics on employment rates, occupational distribution, and the economic contributions of Latino professionals across various industries.
5. **Media Consumption:** Understand the media consumption habits of Latino audiences. Discover their preferences for digital platforms, television, radio, and social media. Learn how these consumption patterns are influencing advertising strategies and media content.
6. **Education:** Examine the educational achievements and challenges within the Latino community. Review statistics on enrollment, graduation rates, and fields of study. Understand the implications of education on economic mobility and workforce readiness.
7. **Home Ownership:** Explore trends in Latino home ownership. Understand the factors driving home buying decisions, the challenges faced by Latino homeowners, and the impact of home ownership on community stability and economic growth.
This SlideShare provides valuable insights for marketers, business owners, policymakers, and anyone interested in the economic influence of the Latino community. By understanding the various facets of Latino buying power, you can effectively engage with this dynamic and growing market segment.
Equip yourself with the knowledge to leverage Latino buying power, tap into their entrepreneurial spirit, and connect with their unique cultural and consumer preferences. Drive your business success by embracing the economic potential of Latino consumers.
**Keywords:** Latino buying power, economic impact, entrepreneurial contributions, workforce statistics, media consumption, education, home ownership, Latino market, Hispanic buying power, Latino purchasing power.
what is the best method to sell pi coins in 2024DOT TECH
The best way to sell your pi coins safely is trading with an exchange..but since pi is not launched in any exchange, and second option is through a VERIFIED pi merchant.
Who is a pi merchant?
A pi merchant is someone who buys pi coins from miners and pioneers and resell them to Investors looking forward to hold massive amounts before mainnet launch in 2026.
I will leave the telegram contact of my personal pi merchant to trade pi coins with.
@Pi_vendor_247
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
how can I sell my pi coins for cash in a pi APPDOT TECH
You can't sell your pi coins in the pi network app. because it is not listed yet on any exchange.
The only way you can sell is by trading your pi coins with an investor (a person looking forward to hold massive amounts of pi coins before mainnet launch) .
You don't need to meet the investor directly all the trades are done with a pi vendor/merchant (a person that buys the pi coins from miners and resell it to investors)
I Will leave The telegram contact of my personal pi vendor, if you are finding a legitimate one.
@Pi_vendor_247
#pi network
#pi coins
#money
how to sell pi coins in all Africa Countries.DOT TECH
Yes. You can sell your pi network for other cryptocurrencies like Bitcoin, usdt , Ethereum and other currencies And this is done easily with the help from a pi merchant.
What is a pi merchant ?
Since pi is not launched yet in any exchange. The only way you can sell right now is through merchants.
A verified Pi merchant is someone who buys pi network coins from miners and resell them to investors looking forward to hold massive quantities of pi coins before mainnet launch in 2026.
I will leave the telegram contact of my personal pi merchant to trade with.
@Pi_vendor_247
how to swap pi coins to foreign currency withdrawable.DOT TECH
As of my last update, Pi is still in the testing phase and is not tradable on any exchanges.
However, Pi Network has announced plans to launch its Testnet and Mainnet in the future, which may include listing Pi on exchanges.
The current method for selling pi coins involves exchanging them with a pi vendor who purchases pi coins for investment reasons.
If you want to sell your pi coins, reach out to a pi vendor and sell them to anyone looking to sell pi coins from any country around the globe.
Below is the contact information for my personal pi vendor.
Telegram: @Pi_vendor_247
The European Unemployment Puzzle: implications from population agingGRAPE
We study the link between the evolving age structure of the working population and unemployment. We build a large new Keynesian OLG model with a realistic age structure, labor market frictions, sticky prices, and aggregate shocks. Once calibrated to the European economy, we quantify the extent to which demographic changes over the last three decades have contributed to the decline of the unemployment rate. Our findings yield important implications for the future evolution of unemployment given the anticipated further aging of the working population in Europe. We also quantify the implications for optimal monetary policy: lowering inflation volatility becomes less costly in terms of GDP and unemployment volatility, which hints that optimal monetary policy may be more hawkish in an aging society. Finally, our results also propose a partial reversal of the European-US unemployment puzzle due to the fact that the share of young workers is expected to remain robust in the US.
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
Even tho Pi network is not listed on any exchange yet.
Buying/Selling or investing in pi network coins is highly possible through the help of vendors. You can buy from vendors[ buy directly from the pi network miners and resell it]. I will leave the telegram contact of my personal vendor.
@Pi_vendor_247
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
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
when will pi network coin be available on crypto exchange.DOT TECH
There is no set date for when Pi coins will enter the market.
However, the developers are working hard to get them released as soon as possible.
Once they are available, users will be able to exchange other cryptocurrencies for Pi coins on designated exchanges.
But for now the only way to sell your pi coins is through verified pi vendor.
Here is the telegram contact of my personal pi vendor
@Pi_vendor_247
2. • The Cobb-Douglas functional form of production
functions is widely used to represent the
relationship of an output to inputs.
• In 1928 Charles Cobb and Paul Douglas published a
study in which they modeled the growth of the
American economy during the period 1899 - 1922.
INTRODUCTION
3. • 1. If either labor or capital vanishes, then so will
production.
• 2. The marginal productivity of labor is proportional
to the amount of production per unit of labor.
• 3. The marginal productivity of capital is proportional
to the amount of production per unit of capital.
Assumptions
4. • The cobb-douglass production function in its stochastic
from may be expressed as
Where
Y= output
X2= labor input
X3= capital input
u = stochastic disturbance term
e = base of natural logarithum
FORMULA
Yi=β1 X2i β2 X3i β3 eui
5. • The relationship between output and the two inputs is nonlinear.
• However, if we log-transform this model, we obtain:
• Thus written the model is liner in the parameters β0 β2 and β3 is
therefore a linear regression model. Notice though it is nonlinear in
the variables y and x but linear in the logs of these variables.
• In short is a log -log, double -log or log linear model the multiple
regression counterparts of the two variable log linear models
In Yi= Inβ1+β2Ln X2i+β3ln X3i+ui
=β0+β2ln X2i+β3ln X3i+ui
6. • β2Is the elasticity of output with respect to the labour
input that is tit measures the percentage change in output
for say a i percent change in the labour input holding the
capital input constant
• Likewise, β3 is the elasticity of output with respect to the
capital input holding the labour input constant.
• The sum ( β2+β3) gives information about the returns to
scale that is the response of output to a proportionate
change in the inputs.
properties
7. • If this sum is 1 then there are constant returns to scale, that
is doubling the inputs will double the output tripling the
inputs will triple the output and so on.
• If the sum is less than 1 there are decreasing returns to
scale- doubling the inputs will less than double the output.
• Finally. If the sum is greater than 1, there are increasing
return to scale-doubling the inputs will more than double
the output.
8. • To illusatre the cobb-Douglas production function
we obtained the data shown in table these date are
for the agricultural sector of Taiwan for 1958- 1972.
• Assuming that the model satisfies the assumptions
of the classical linear regression model we obtained
the following regression by the OLS method .
Example
19. • In yi =-2.80027 +1.514626 * In X2 + 0.429014
(1.899659 ) (0.416656 ) (0.081337 )
*= 5% level of significant
R Square =0.918563
Adjusted R Square =0.903757
Result
20. • From we see that in the; Taiwanese agricultural sector for the period
1958-1972 the output elasticises of labour and capital were and
respectively
• In other words over the period of study holding the capital input
constant 1percent increase in the labour input led on the average t
o about a 1.5 percentage increase in the output.
• Similarly holding the labour input constant, a 1 percent incerease in
the capital input led on the average to about 0.5 percent increase the
output.
• Adding the two output elasticises we obtain 1.9887, which gives the
value of the returns t scale parameter.
•
Result
21. • As i s evident over the period of the study the Taiwanese agriculture
sector ws characterized by increasing returns to scale.
• From a purely statistical viewpoint the estimated regression line fits
the data quite well. The value of means that about 91percent of the
variations in the output is explained by the labour and capital.
• We shall see how the estimated standard errors can be used to test
hypotheses about the true values of the parameters of the cobb -
Douglas production function for the Taiwanese economy.
Result