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Perfect competition analysis..
26/05/2024

Perfect competition analysis..

17/05/2024

Econometrics Models
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Several common econometric models are used to analyze economic data and relationships. Some of these models include:

1. **Linear regression model**: This is one of the most basic and widely used econometric models. It examines the linear relationship between a dependent variable and one or more independent variables. The model estimates the coefficients of the independent variables to explain variations in the dependent variable.

2. **Time series models**: These models are used to analyze data collected over time, such as economic indicators like GDP, inflation, and unemployment rates. Time series models include autoregressive integrated moving average (ARIMA) models, autoregressive conditional heteroscedasticity (ARCH) models, and vector autoregression (VAR) models.

3. **Panel data models**: Panel data models, also known as longitudinal or cross-sectional time series models, analyze data collected from multiple individuals, firms, or entities over time. They combine both cross-sectional and time-series dimensions to study individual and time effects simultaneously. Common panel data models include fixed effects models, random effects models, and pooled ordinary least squares (OLS) regression models.

4. **Structural equation models (SEM)**: SEM is a statistical technique used to analyze complex relationships between multiple variables. It combines factor analysis and regression analysis to examine causal relationships among variables and estimate the strength and direction of these relationships.

5. **Discrete choice models**: These models are used to analyze choices made by individuals or entities among a set of discrete alternatives. Examples include binary choice models (such as probit and logit models) and multinomial choice models (such as multinomial logit models).

6. **Cointegration models**: Cointegration models are used to analyze the long-run equilibrium relationships between non-stationary time series variables. They examine whether variables move together in the long run despite short-term fluctuations.

These are just a few examples of common econometric models used in economic research and analysis. Depending on the specific research question and data characteristics, economists may employ various other models and techniques to study economic phenomena.

Solow Growth Model***********************The Solow Growth Model stands as a cornerstone in the realm of macroeconomics, ...
17/05/2024

Solow Growth Model
***********************

The Solow Growth Model stands as a cornerstone in the realm of macroeconomics, offering insights into the determinants of long-run economic growth and the factors influencing the accumulation of capital and productivity. Developed by Nobel laureate Robert Solow in the 1950s, this model has remained instrumental in shaping our understanding of economic growth dynamics, providing a framework that continues to inform policy decisions and academic research.

At its core, the Solow Growth Model seeks to explain the long-term behavior of economies by analyzing the interplay between capital accumulation, population growth, technological progress, and the resultant output growth. The model introduces several key concepts that serve as building blocks for comprehending economic growth:

**1. Capital Accumulation:** Central to the Solow Model is the notion of capital accumulation, which refers to the process of increasing the stock of physical capital within an economy. Physical capital includes machinery, equipment, infrastructure, and other tangible assets that contribute to the production of goods and services. According to the Solow Model, the rate of capital accumulation plays a crucial role in driving economic growth. However, the model also posits diminishing returns to capital, implying that as the stock of capital rises, the marginal productivity of additional capital decreases.

**2. Population Growth:** Another fundamental component of the Solow Model is population growth. The model recognizes that changes in the size and growth rate of the population can significantly impact economic outcomes. Higher population growth rates may lead to increased labor supply, thereby influencing the economy's capacity to produce goods and services. However, the effects of population growth on economic growth are nuanced and interact with other factors such as technological progress and capital accumulation.

**3. Technological Progress:** Technological progress represents one of the key drivers of long-term economic growth within the Solow Model. It encompasses advancements in knowledge, innovation, and efficiency gains that enable higher levels of productivity and output per unit of input. Technological progress is often considered an exogenous factor in the Solow Model, meaning it is assumed to occur independently of economic variables. However, the model can also accommodate endogenous factors that influence the pace and direction of technological change.

**4. Steady State Equilibrium:** A central concept in the Solow Model is the notion of steady state equilibrium, wherein the economy reaches a balanced state of long-term growth characterized by stable levels of capital per worker and output per worker. In the steady state, the rates of capital accumulation, population growth, and technological progress are balanced such that the economy neither grows nor contracts over time. The Solow Model provides insights into the determinants of the steady state equilibrium and the factors that influence the economy's convergence towards this state.

**5. Policy Implications:** One of the enduring legacies of the Solow Growth Model is its relevance for policymakers seeking to promote sustained economic growth and development. The model suggests that policies aimed at increasing savings rates, promoting technological innovation, improving education and human capital, and fostering an environment conducive to investment can have significant implications for long-term growth outcomes. By understanding the drivers of economic growth identified by the Solow Model, policymakers can design interventions to enhance a country's growth potential and improve living standards over time.

Despite its foundational importance, the Solow Growth Model is not without its limitations and criticisms. Critics have pointed to its simplified assumptions, such as the treatment of technological progress as exogenous and the neglect of factors such as institutional quality, governance, and income distribution. Additionally, the model's focus on aggregate variables overlooks heterogeneity across sectors, regions, and individuals within an economy.

In conclusion, the Solow Growth Model remains a vital tool for economists and policymakers alike, offering valuable insights into the determinants of long-term economic growth and the factors shaping the trajectory of economies over time. While acknowledging its limitations, the model's elegance and analytical power have ensured its enduring relevance in the field of macroeconomic theory and policy analysis, underscoring the importance of understanding the dynamics of capital accumulation, population growth, and technological progress in driving economic prosperity.

15/05/2024
monopoly price discrimination. Monopoly price discrimination refers to a strategy where a monopolistic seller charges di...
15/05/2024

monopoly price discrimination.

Monopoly price discrimination refers to a strategy where a monopolistic seller charges different prices to different consumers for the same product or service, based on their willingness to pay. This practice allows the monopolist to capture more consumer surplus and increase their profits. There are several types of price discrimination, including first-degree, second-degree, and third-degree price discrimination.

First-degree price discrimination, also known as perfect price discrimination, occurs when the monopolist charges each consumer the maximum price they are willing to pay. This requires the seller to have perfect information about each consumer's preferences and willingness to pay, which is often unrealistic in practice.

Second-degree price discrimination involves charging different prices based on the quantity or characteristics of the product purchased. For example, offering discounts for bulk purchases or selling premium versions of a product at higher prices.

Third-degree price discrimination is the most common form and involves dividing consumers into different market segments based on factors such as age, location, income, or willingness to pay. The monopolist then charges different prices to each segment, such as student discounts or regional pricing.

Price discrimination can lead to increased market efficiency by allowing the monopolist to capture more of the consumer surplus, potentially increasing overall welfare. However, it can also lead to inequitable outcomes by charging different prices to different consumers for the same product. Additionally, price discrimination may discourage competition by making it difficult for new entrants to compete with the monopolist's pricing strategies. Overall, the practice of price discrimination is a complex issue with both benefits and drawbacks that require careful consideration.

.

 ?****************************The Phillips curve is often expressed as an equation that shows the relationship between i...
21/04/2024

?
****************************
The Phillips curve is often expressed as an equation that shows the relationship between inflation (π) and unemployment (u):
π = a - bu
In this equation, "a" and "b" are constants, and "u" represents the unemployment rate. The negative coefficient of "b" implies that there is an inverse relationship between inflation and unemployment, meaning that as unemployment falls, inflation tends to rise.
Here's an example of how the Phillips curve equation might look graphically:

In this graph, the horizontal axis represents the unemployment rate, while the vertical axis represents the inflation rate. The curve shows the relationship between the two variables, with lower unemployment rates associated with higher inflation rates and vice versa. The red dot on the curve represents the "natural" rate of unemployment, below which inflation begins to accelerate due to increased demand for labor and higher wages.
It's worth noting that while the Phillips curve can be a useful tool for understanding the relationship between unemployment and inflation, it has been subject to criticism and debate in recent years. Some economists argue that other factors, such as changes in productivity or global economic conditions, may have a stronger impact on inflation than changes in unemployment.

28/10/2023

Mitch Santner, who’s having a great , receives his 100th ODI cap.

Who you got today?

Use 🇦🇺 for the Aussies
Use 🇳🇿 for the Kiwis #

Production possibility curve (PPC)Is also called transformation curve “It is the curve which shows the different combina...
07/10/2023

Production possibility curve (PPC)
Is also called transformation curve
“It is the curve which shows the different combination of two goods which can be produced with in given resources of the economy”.
As the resources of a country are limited so, it has to decide that how these resources can be utilized to produce the various possible commodities. So, when the economy is facing the problem of choosing and allocating its scarce resources among alternative uses, then PPC as a tool is used to illustrate and explain the problem of choice.
In the following diagram, PPC shows the possibilities open for increasing the output of one good by reducing the output of another, such as points A and B could be secured or any other point on the PPC curve. Now it is up to the country to decide that which combination (A,B or any other point on the curve) is suitable for the economy.

✓✓ Specification of the Mathematical Model of ConsumptionFor simplicity, a mathematical economist might suggestthe follo...
21/09/2023

✓✓ Specification of the Mathematical Model of Consumption

For simplicity, a mathematical economist might suggest
the following form of the Keynesian consumption function:

Y = β1 + β2X 0 < β2 < 1-------1

where Y = consumption expenditure and X = income, and where β1 and β2,
known as the parameters of the model, are, respectively, the intercept and slope coefficientsThe purely mathematical model of the consumption function given in
Equ (1). is of limited interest to the econometrician, for it assumes that there is an exact or deterministic relationship between consumption and
income. But relationships between economic variables are generally inexact.

Thus, if we were to obtain data on consumption expenditure and disposable
(i.e., aftertax) income of a sample of, say, 500 American families and plot
these data on a graph paper with consumption expenditure on the vertical
axis and disposable income on the horizontal axis, we would not expect all 500 observations to lie exactly on the straight line of Equ (1) because, in addition to income, other variables affect consumption expenditure. For example, size of family, ages of the members in the family, family religion, etc., are likely to exert some influence on consumption.

To allow for the inexact relationships between economic variables, the
econometrician would modify the deterministic consumption functionin egu (1) as follows:

Y = β1 + β2X + u ....... (2)

where u, known as the disturbance, or error, term, is a random (stochastic) variable that has well-defined probabilistic properties. The disturbance term u may well represent all those factors that affect consumption but are not taken into account explicitly.

✓✓ Perfectly Elastic DemandIf demand is perfectly elastic, it means that at a certain price demand is infinite (A good w...
08/09/2023

✓✓ Perfectly Elastic Demand

If demand is perfectly elastic, it means that at a certain price demand is infinite (A good with a very high elasticity of demand). In other words, if a firm increased the price by 1%, it would see all its demand evaporate. If demand is perfectly elastic, then demand will be horizontal.

✓✓ Examples of Perfectly Elastic Demand

Foreign currency exchange. If you are buying foreign currency, it is likely to exhibit the features of perfect competition. A buyer could choose from many different sellers. The product (e.g. dollars) is identical. Perfect information about cheapest currency dealer would be easy to find.

Therefore, if one firm increased the price of dollars, above market equilibrium – no one would buy from that firm. They would buy from cheaper alternatives.

Similarly, if you are buying potatoes from Covent garden, it is easy to check prices. Therefore, if a farmer increases price above the equilibrium, demand will fall significantly meaning demand is very elastic.

✓✓ Perfect Competition

In a perfectly competitive market, it is assumed a firm would have a perfectly elastic demand. This is because if they increased the price, the consumers with perfect information would switch to other firms who offer the identical product.

In perfect competition, we say a firm is a price taker. This means its demand curve is perfectly elastic, it has to accept the market price.

THE RATCHET EFFECT suggests that when incomes of individuals fall, their consumption expenditure does not fall as much. ...
30/08/2023

THE RATCHET EFFECT
suggests that when incomes of individuals fall, their consumption expenditure does not fall as much. This is partly because of the fact that people are conscious of the society they live in and do not want to show their neighbours that they can no longer afford to maintain their earlier standard of living and because they are accustomed to that level of consumption.
Further, this is also partly due to the fact that they become accustomed to their previous higher level of consumption and it is quite hard and difficult to reduce their consumption expenditure when their income has fallen. They maintain their earlier con­sumption level by reducing their savings. Therefore, the fall in their income, as during the period of recession or depression, does not result in decrease in consumption expenditure very much as one would conclude from family budget studies.

ILLUSTRATION
This is illustrated in Figure 7.2 where on the X-axis we measure disposable income and on the Y- axis the consumption and savings. Starting with disposable income of zero, we assume that there is steady growth of disposable income till it reaches Y1 .The linear consumption function CLR is the long- run consumption function. It will be seen from the figure that at Y1 level of disposable income, the consumption expenditure equals Y1C1 .Now suppose with initial income level Y1 there is recession in the economy with the result that disposable income falls to the level Y0.

According to Duesenberry, consumption would not fall greatly to the level Y0C0 as the long-run consumption function curve CLR would suggest. In their bid to maintain their consumption level previously reached people would now save less and reduce their consumption level only slightly to Y0C’0 whereas point C’0 is on the short- run consumption function curve CSR.

Since Y0C’0> Y0C0, the average propensity to consume at income level Y0is greater at C’0 than at C1 at income level Y1 (A ray drawn from the origin to the point C’0 will have greater slope than that of OC1). When the economy recovers from recession and dis­posable income increases, the economy would move along the short-run consump­tion function curve CSR till the consump­tion level C1 is reached at income level Y1. Beyond this, with the growth of income the consumption will increase along the long-run consumption function curve CLR.

The circular flow model*********************The circular flow model is a simplified representation of the economy that s...
29/08/2023

The circular flow model
*********************
The circular flow model is a simplified representation of the economy that shows the flow of goods, services, and money between households, firms, and the government. The model is used to understand how the different sectors of the economy are interconnected and how changes in one sector can affect others.
The circular flow model includes two main components: the product market and the factor market.
The product market is where goods and services are bought and sold by households and firms. Households buy goods and services from firms and firms sell goods and services to households. This is represented by the flow of money from households to firms and the flow of goods and services from firms to households.
The factor market is where factors of production, such as labor, capital, and land, are bought and sold by households and firms. Households sell their labor and other factors of production to firms, which use them to produce goods and services. This is represented by the flow of money from firms to households in exchange for the factors of production and the flow of factors of production from households to firms.
the product market and factor market, the circular flow model also includes the government sector, which collects taxes and provides goods and services. The government collects taxes from households and firms and uses the revenue to provide goods and services such as infrastructure, education, and defense. The flow of money from households and firms to the government is represented by taxes, while the flow of goods and services from the government to households and firms is represented by government spending.
the circular flow model shows how money, goods, and services flow between households, firms, and the government in a closed economy. It is a useful tool for understanding the basic mechanics of the economy and how changes in one sector can affect others.

✓✓ Production Possibility FrontierThe production possibilities frontier shows the productive capabilities of a country. ...
10/08/2023

✓✓ Production Possibility Frontier

The production possibilities frontier shows the productive capabilities of a country. A production possibility curve even shows the ​basic economic problem​ of a country having limited resources, facing opportunity costs and scarcity in the economy. Selecting one alternative over another one is known as opportunity cost. Economists use PPF to illustrate the trade-offs that arise from scarcity.

Though the production possibility frontier makes some assumptions that are not true in practice. These assumptions include the following: that the country only produces two goods, that it has a fixed amount of resources, and that it has a static level of technological development. Additionally, the PPF operates on the assumption that there are no inefficiencies interfering with output—that production is as efficient as it could possibly be; it also assumes that one commodity’s production must decrease to allow the increased production of another commodity.

✓✓ Production Possibilities Frontier Example

The production possibilities frontier is graphed as a curve, or arc. On such a graph, one of the commodities is shown on the x-axis, while the other is shown on the y-axis. The entirety of the curve is made up of points at which the two commodities are being produced in different amounts, most efficiently using the limited resources that they require.

From the graph below
It notes what the country ​can ​do, as opposed to what it actually does. In this example, the two commodities that that country produces are food (F) and clothes (C). (This is, of course, a highly simplified view of an economy, just for the purposes of understanding the production possibilities frontier.)

A shows the production level of clothes alone

B indicates the production level of food only

C is one possible combination of levels of production of both food and clothes (75F, 100C)

D is another combination of these production levels (50F, 150C)

E shows ​inefficient​ utilization of resources or unemployed resources, i.e. a case in which the output is less than what it has the potential to be

F shows an unattainable level of production, based on ​current​ resources

If the country wants to produce more food, they must produce fewer clothes, based on limited resource availability. Likewise, if they want to produce more clothes, they must produce less food. The government must assess the ​opportunity cost​ of producing more of one or the other. The graph above demonstrates this trade-off. If this country wants to increase the production of food from 50 to 75 units, this requires sacrificing the production of 50 units of clothes. And if this country wants to increase the production of clothes from 100 to 150 units, they must sacrifice the production of 25 units of food.

An outward shift of the production possibilities frontier is only possible if the country discovers new resources or there is an improvement in technological development. Furthermore, an inward shift is also possible. This can happen if there is a natural or human-made disaster, like a hurricane destroying a factory and machinery.

✓✓ Specification of the Mathematical Model of ConsumptionFor simplicity, a mathematical economist might suggestthe follo...
06/08/2023

✓✓ Specification of the Mathematical Model of Consumption

For simplicity, a mathematical economist might suggest
the following form of the Keynesian consumption function:

Y = β1 + β2X 0 < β2 < 1-------1

where Y = consumption expenditure and X = income, and where β1 and β2,
known as the parameters of the model, are, respectively, the intercept and slope coefficientsThe purely mathematical model of the consumption function given in
Equ (1). is of limited interest to the econometrician, for it assumes that there is an exact or deterministic relationship between consumption and
income. But relationships between economic variables are generally inexact.

Thus, if we were to obtain data on consumption expenditure and disposable
(i.e., aftertax) income of a sample of, say, 500 American families and plot
these data on a graph paper with consumption expenditure on the vertical
axis and disposable income on the horizontal axis, we would not expect all 500 observations to lie exactly on the straight line of Equ (1) because, in addition to income, other variables affect consumption expenditure. For example, size of family, ages of the members in the family, family religion, etc., are likely to exert some influence on consumption.

To allow for the inexact relationships between economic variables, the
econometrician would modify the deterministic consumption functionin egu (1) as follows:

Y = β1 + β2X + u ....... (2)

where u, known as the disturbance, or error, term, is a random (stochastic) variable that has well-defined probabilistic properties. The disturbance term u may well represent all those factors that affect consumption but are not taken into account explicitly.

Equ (2) is an example of an econometric model. More technically, it is an example of a linear regression model.

✓✓ Concept of Liquidity TrapLiquidity trap refers to a situation in which an increase in the money supply does not resul...
04/08/2023

✓✓ Concept of Liquidity Trap

Liquidity trap refers to a situation in which an increase in the money supply does not result in a fall in the interest rate but merely in an addition to idle balances: the interest elasticity of demand for money becomes infinite. Under normal conditions an increase in money supply, resulting in excess cash balances, would cause an increase in bond prices, as individuals sought to acquire assets in exchange for money, and a corresponding fall in interest rates.

In such a situation, described by Keynes as liquidity trap, individuals believe that bond prices are too high and will therefore fall, and correspondingly that interest rates are too low and must rise They, therefore, believe that to buy bonds would be to incur a capital loss and as a result they hold only money. This means that an increase in the money supply merely increases idle balances and leaves the interest rate unaffected.

✓✓ Keynes pointed out that during depression when the rate of interest is very low, the demand curve for money (or the liquidity preference curve) becomes completely elastic (horizontal). The rate of interest has fallen enough. It cannot fall further.

The horizontal portion of the liquidity preference curve is referred to as the liquidity trap. In this portion of the curve, the demand for money is infinitely elastic with re­spect to the interest rate. Re­ductions in the interest rate, in this portion only, increases people’s desire to hold cash balances.

The implication here is that any attempt to achieve the internal expansion through increased investment brought about by lowering the interest rates would fall, because any increase in the money supply created in order to reduce the rate of interest would be held in the form of cash balances, making it impossible to use interest rates (monetary policy) to expand the economy. See Fig. 7 which describes such a situation.

✓✓ Keynes pointed out that the actual rate of interest cannot fall to zero because the expected rate cannot fall to zero. People’s expectations play a very important role in altering the rate of interest. Individuals’ views on the level of bond prices may be summarised in terms of their views about the interest rate.

Keynes’ theory assumes that each individual has his own view about the long-run equilibrium interest rate and that there corresponds to this a critical rate below which are individual holds only money and above which he holds only bonds. Clearly, if everyone is holding money as each one is in the liquidity trap then the current interest rate must be below the lowest critical rate situation.

However, in practice, there is no statistical evidence to support the existence of a liquidity trap. Furthermore, while the hypothesis rests on the view that expectations are regressive it offers no theory of precisely how these are formed.

#

✓✓ Definition of Type I ErrorIn statistics, type I error is defined as an error that occurs when the sample results caus...
04/08/2023

✓✓ Definition of Type I Error

In statistics, type I error is defined as an error that occurs when the sample results cause the rejection of the null hypothesis, in spite of the fact that it is true. In simple terms, the error of agreeing to the alternative hypothesis, when the results can be ascribed to chance.

Also known as the alpha error, it leads the researcher to infer that there is a variation between two observances when they are identical. The likelihood of type I error, is equal to the level of significance, that the researcher sets for his test. Here the level of significance refers to the chances of making type I error.

E.g. Suppose on the basis of data, the research team of a firm concluded that more than 50% of the total customers like the new service started by the company, which is, in fact, less than 50%.

✓✓ Definition of Type II Error

When on the basis of data, the null hypothesis is accepted, when it is actually false, then this kind of error is known as Type II Error. It arises when the researcher fails to deny the false null hypothesis. It is denoted by Greek letter ‘beta (β)’ and often known as beta error.

Type II error is the failure of the researcher in agreeing to an alternative hypothesis, although it is true. It validates a proposition; that ought to be refused. The researcher concludes that the two observances are identical when in fact they are not.

The likelihood of making such error is analogous to the power of the test. Here, the power of test alludes to the probability of rejecting of the null hypothesis, which is false and needs to be rejected. As the sample size increases, the power of test also increases, that results in the reduction in risk of making type II error.

E.g. Suppose on the basis of sample results, the research team of an organisation claims that less than 50% of the total customers like the new service started by the company, which is, in fact, greater than 50%.

✓✓ Key Differences Between Type I and Type II Error

1. Type I error is an error that takes place when the outcome is a rejection of null hypothesis which is, in fact, true. Type II error occurs when the sample results in the acceptance of null hypothesis, which is actually false.

2. Type I error or otherwise known as false positives, in essence, the positive result is equivalent to the refusal of the null hypothesis. In contrast, Type II error is also known as false negatives, i.e. negative result, leads to the acceptance of the null hypothesis.

3. When the null hypothesis is true but mistakenly rejected, it is type I error. As against this, when the null hypothesis is false but erroneously accepted, it is type II error.

4. Type I error tends to assert something that is not really present, i.e. it is a false hit. On the contrary, type II error fails in identifying something, that is present, i.e. it is a miss.

5. The probability of committing type I error is the sample as the level of significance. Conversely, the likelihood of committing type II error is same as the power of the test.

The history of economics *****************************The history of economics is a vast and complex subject that spans ...
29/07/2023

The history of economics
*****************************
The history of economics is a vast and complex subject that spans thousands of years. Here, I will provide a broad overview of the development of economics from its early origins to the present day, highlighting key figures and milestones along the way.
1. Ancient Economic Thought (3000 BCE - 500 CE):
• Early economic ideas can be traced back to ancient civilizations, including Mesopotamia, Egypt, Greece, and Rome.
• In Mesopotamia, the Code of Hammurabi (1754 BCE) included laws related to trade, commerce, and contracts, showing early recognition of economic principles.
• In ancient Greece, philosophers like Plato and Aristotle discussed economic concepts, but their ideas were primarily focused on ethics and politics.
2. Mercantilism (16th - 18th centuries):
• Mercantilism emerged during the age of exploration and colonization. It emphasized accumulating wealth through trade surpluses, colonization, and protectionist policies.
• Mercantilists believed that the prosperity of a nation depended on its stock of precious metals, which led to policies aimed at maximizing exports and minimizing imports.
3. Physiocrats (mid-18th century):
• The physiocrats were a group of French economists who believed that natural laws governed economic activity.
• They emphasized the importance of agriculture as the primary source of wealth and criticized mercantilist policies.
• François Quesnay, the leading figure of the physiocrats, introduced the concept of the "economic table," an early form of input-output analysis.
4. Classical Economics (late 18th - 19th centuries):
• Classical economics is associated with prominent figures like Adam Smith, David Ricardo, and John Stuart Mill.
• Adam Smith's "The Wealth of Nations" (1776) is considered a foundational work in economics. He argued for the importance of free markets, division of labor, and self-interest in promoting economic growth.
• David Ricardo developed the theory of comparative advantage, explaining how countries could benefit from specialization and trade.
5. Marxism (mid-19th century):
• Karl Marx and Friedrich Engels developed the economic and political theory known as Marxism.
• They criticized capitalism and believed that society's history was a struggle between social classes (bourgeoisie and proletariat).
• Marx's most famous work, "Das Kapital," explored the labor theory of value and the exploitation of workers.
6. Marginal Revolution (late 19th century):
• The marginal revolution, led by economists like Carl Menger, William Stanley Jevons, and Léon Walras, marked a significant shift in economic thinking.
• They introduced the concept of marginal utility, which explained that individuals' value goods based on the marginal (additional) utility they derive from consuming them.
7. Neoclassical Economics (20th century):
• Neoclassical economics built upon the marginal revolution and became the dominant economic paradigm in the 20th century.
• It emphasizes the role of individuals' rational choices, markets, supply and demand, and the efficient allocation of resources.
• Alfred Marshall's "Principles of Economics" (1890) and subsequent developments by economists like Paul Samuelson and Milton Friedman were influential in shaping neoclassical economics.
8. Keynesian Economics (early 20th century):
• Developed by John Maynard Keynes during the Great Depression, Keynesian economics advocated for government intervention to manage aggregate demand and stabilize the economy.
• Keynes argued that during recessions, governments should increase spending and use monetary policy to boost economic activity.
9. Post-WWII Developments:
• After World War II, many economies experienced significant growth and prosperity.
• Economists like Friedrich Hayek and Milton Friedman emphasized the role of free markets and criticized Keynesian policies.
10. Modern Economics (late 20th century - present):
• Modern economics is characterized by various schools of thought and approaches, including behavioral economics, game theory, development economics, and environmental economics, among others.
• Economists continue to explore and address complex challenges, such as income inequality, globalization, climate change, and the role of technology in the economy.

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