The first is the “ceteris paribus” assumption. The second is that decision-making agents try to optimize their goals. The third is the need for distinction between positive and normative nature of the questions.
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What are the common properties of models in the economics?
What does ceteris paribus mean?
Ceteris paribus means holding other things constant. In economics, while examining the impact of a variable on any other variable, the other factors are assumed to be fixed or constant. This assumption allows us to separate the effect of variable of interest from other possible variables related with dependent variable.
What is a model in economics?
In the broad sense, a model is a simplification of reality or system showing cause and effect relation between variables under certain assumptions. These simplifications may utilize either mathematics (symbolic logic) or verbal logic, which are also formal language to express researchers themselves.
What is a variable?
A variable is a number whose value can change over time or across the units, or both. The simplest model in functional form may be written as follows: y=f(x)
In the equation above, y is the dependent variable whose value is identified within model. x is the independent variable treated as an external shock. In this model, y is determined by x. In other words, y is a function of x.
Given y=a+bx+cw+dz as an economic model, what is the role of a, b, c and d in the model?
a is a constant parameter, which is also called intercept whose value and magnitude remain unchanged. b, c, d are defined as slope terms, i.e. shows direction and magnitude of the relationship between y and each independent variable: x, w, and z. While signs of these parameters show the direction, parameter itself gives us information on what extent x, w, and z affects y separately.
What is the optimization principle in economics?
One of the properties of economic modeling is that the economic agents, which are basically firms and households, are optimizing their actions. Households maximize (minimize) their utility (expenditure) and firms maximize (minimize) their profit (cost). Economists construct their models based on optimizing behaviors. In addition to these agents, we can assume that the government also acts in accordance with optimizing behavior aiming at maximizing public welfare. This principle is called the “optimization principle”.
What is the equilibrium principle in economics?
Optimization brings us toward equilibrium so that actions of agents adjust the outcomes of the market. For example, due to behaviors of households and firms, quantities that demand and supply would be equalized via price mechanism. This aspect of the framework is defined as “the equilibrium principle”.
What should the features of a good model have?
According to Allen (2010), a good model should have three features: Being formal, testable, and simple.
Models that are formal: Models should be explicit about its assumptions. This feature allows the researcher to develop a model when it fails to explain a phenomenon.
Models that are testable: a useful model should be tested with data and produce some results.
Models that are simple: Models that explain something in a simple way are always preferred to complicated ones since in economics we try to explain a social phenomenon including complexities and interdependencies.
What does the slope mean in the economic models?
The slope tells us how much y will change when x changes from x1 to x2. The sign of the slope will tell us the direction of the relation between y and x. While negative slope means a negative relation between y and x, positive slope will mean positive relation.
What does the elasticity mean in the economic models?
Elasticity is the responsiveness of the dependent variable to the change in the independent variable. To put it differently, it answers what percentage y changes when x changes 1%. Note that elasticity is equal to marginal relation (slope) multiplied by x / y ratio.
X Company offered a 25% discount off the average list price of one of its products in October. This reduction in price increased the sales of products by 50% over the previous month’s level. Calculate the price elasticity of demand for the product?
εy,x= %change in y / % change in x
εy,x= +50/-25
εy,x= -2
What is the mean of derivative of a function in economic models?
Economists usually seek for the impact of small changes in the independent variable. In such a case, we need to find the slope of the function at a point. One way of finding the slope of the function at a point is to find the slope of the line tangent to the function at that point. A much easier way to find the slope is to take the first derivative of the dependent variable with respect to the independent variable.
Derivative of a function, f(x), is said to be the limit of the function for a small change in the dependent variable, x.
Find the marginal physical productivity (MPP) of labor (L) and capital (K) using the production function (Q) below:
Q=0,5L2-4KL+K2
Consider the cost function (TC) of a firm using two inputs (K and L) is
TC(K,L)=K2-2KL+L2
Calculate the change in total cost when capital and labor increase by 4 and 8 units respectively. Initial values of inputs are supposed to be K= 80 and L=160.
what are the features of unconstrained optimization?
Optimization may be done under some constraint or not. If there is no constraint when optimization is an aim, this is called unconstrained optimization. Suppose that we want to maximize our happiness and we have no constraint such as time or money. This is called unconstrained optimization. In our daily life, however, we have many constraints. We cannot go to vacation for 365 days in a year for example. We will either not have enough money or time for this. We will probably have to decide how many days to go to vacation by considering our budget and time we have. This will be a constrained optimization.
Let total revenue function of a firm be TR(q)= 7q - q2 and the total cost function be TC(q)=2q2+5q+6. Find the production level maximizing the profit at this level.
What is the main feature of Young’s theorem?
In a two-variable function, if second order derivatives exist and are themselves continuous, cross partial derivatives are equal. This is known as Young’s theorem.
What is the feature of constraint optimization?
In economics, agents make their decisions under some constraints. Constrained optimization is the realization of a goal under certain constraints. Optimization of an objective function under one or more constraints is called constraint optimization.
What does the Lagrangian multiplier (λ) measure in economic models?
The Lagrangian multiplier (λ) measures the responsiveness of the objective function to the change in the constraint function. Lagrange multiplier, which reflects the marginal impact of the constraint on the objective.
What is the main feature of the substitution method in constrained optimization?
Let y=f (x, z) and g(x, z)=c be objective and constraint functions respectively.
The substitution method for constrained optimization is to define the constraint in terms of x or z and put them into the objective function. In other words, we make the objective function “unconstrained”. This method is called “the substitution method”.