Linear and Non-linear Equations

Linear and Non-linear Equations

Overview

  • Focus on Chapters 1 and 2 of Jacques.

  • Review Chapters 1.1 - 1.4; Main focus on 1.5 - 1.7 and Chapter 2.

Learning Objectives

  • Describing and Sketching Economic Functions:

    • Supply and demand functions.

    • Consumption and savings functions.

    • Cost, revenue, and profit functions.

    • Understanding linear vs. non-linear functions.

  • Setting Up and Solving Simple Models:

    • Calculate equilibrium price and quantity.

    • National income equilibrium.

    • Elasticity calculations.

    • Identify output levels to maximize profit and total revenue.

  • Graphing Equations using Excel:

    • Model elasticity and national income.

  • Solving Quadratic Equations:

    • Finding roots of equations.

    • Using the quadratic formula.

  • Working with Indices, Exponential, and Logarithmic Functions.

Relations in Economics

  • Trade-off Concept:

    • Limits on enjoyment can be modeled (e.g., time constraints).

    • Example: 10𝑥 + 4𝑦 ≤ 20, where x = crossword clues, y = songs.

  • Ability to graph these relations for better understanding.

Different Functions

  • Types of Functions Used in Economics:

    1. Linear Function: y = f(x) = 3x + 4

    2. Power Function: y = f(x) = 5x

    3. Exponential Function: y = f(x) = 2^(0.5x)

    4. Logarithmic Function: y = f(x) = log(x)

Uses of Functions in Economic Models

  • Linear Dependence: Constant proportional change in y for change in x.

  • Turning Points: Important for maximizing or minimizing functions.

  • Exponential Growth: y increases faster than x, relevant for growth models.

  • Diminishing Returns: Growth rate of y decreases as x increases, applicable in production and utility models.

Solving Roots of Equations

  • Roots: Values of x where y = 0.

  • Linear Equations: The formula y = ax + b can be manipulated to find x when y = 0.

Quadratic Equations

  • Roots in Quadratic Equations: Quadratics typically have two roots, can be solved using:

    • Quadratic formula: x = (-b ± √(b² - 4ac))/(2a).

  • Example solutions can be calculated to understand the behavior of these equations.

Economic Models

  • Purpose: Explain behavior and predict outcomes based on changes in the economic environment.

    • Market Demand and Supply Dynamics:

      • Demand increases as price decreases, while supply increases as price rises.

    • Equilibrium: Market is in equilibrium when demand equals supply.

    • Structural vs. Reduced Forms: Structural equations form the base from which reduced forms are derived, explaining endogenous variables as functions of exogenous variables.

Tax Burden Analysis

  • Understanding Tax Impact:

    • Example of a tax increase on alcohol units affecting pricing in markets.

Problem Solving Skills

  • Approach to Economic Problems:

    1. Statement of the problem.

    2. Assess available and needed information.

    3. Explore possible solutions.

    4. Verify the mathematical and economic sense of the solution.

Aggregate Expenditure

  • Components of Aggregate Expenditure:

    • C (Consumer spending), I (Investment spending), G (Government spending), X (Exports), M (Imports).

    • Aggregate Expenditure Formula: E = C + I + G + X - M.

Multipliers in Macroeconomics

  • Understanding Multipliers:

    • Illustrates the effects of aggregate demand changes on national income.

    • Equilibrium condition: Y = E (national income = aggregate demand).

Elasticity Concepts

  • Price Elasticity of Demand:

    • Defined as the percentage change in demand relative to the percentage change in price.

    • E = % change in demand / % change in price; where E < 1 is inelastic, E > 1 is elastic.

    • E = change in Q/ change in P

    • E = -(P/Q) x (Change in Q/change in P)

  • Income Elasticity of Demand:

    • Measure how demand changes with consumer income changes, indicating necessity (E < 1) vs. luxury (E > 1).

    • D = (a0) x (P^a)

    • change in Q/Q = change in Log Q (same for P)

    • W = change Log Q/ change Log P

    • in constant elasticity demand curve, elasticity is always equal to exponent on the price

Non-linear Models and Logarithms

  • Non-linear models portray more complex behaviors in demand changes.

  • Importance of logarithmic transformations for analyzing proportional changes.

Additional Learning Resources

  • Peer study groups, consultation hours, and online forums for further support.

  • Practice problems and exercises in Jacques for independent learning.