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Linear Equations and Modeling

Sep 4, 2025

Overview

This lecture covers how to find the equations of lines (linear equations), determine parallel and perpendicular lines, and apply these tools to real-world modeling using linear functions.

Slope-Intercept Form of a Line

  • The slope-intercept form is y = mx + b, where m is the slope and b is the y-intercept.
  • If given the slope (m) and the y-intercept (b), substitute into the formula to get the line's equation.
  • If given a slope and a point, substitute the point into the formula to solve for b, then write the equation.

Finding the Equation from Points or Slope

  • Given a slope and a point (x, y), use y = mx + b, plug in x and y, solve for b.
  • Given two points, find the slope as (y2 - y1)/(x2 - x1), then use one point to solve for the equation.
  • Alternatively, use the point-slope form: y - y₁ = m(x - x₁), then rearrange to slope-intercept form.

Parallel and Perpendicular Lines

  • Non-vertical lines are parallel if they have the same slope and different y-intercepts.
  • Two lines are perpendicular if the product of their slopes is -1; their slopes are opposite reciprocals.
  • To check if lines are parallel or perpendicular, write each equation in y = mx + b form and compare slopes.

Finding Parallel or Perpendicular Lines Through a Point

  • To find a parallel line, use the same slope as the original line and the given point.
  • To find a perpendicular line, use the opposite reciprocal slope and the given point.
  • Use the point-slope formula for both cases, then simplify.

Mathematical Modeling and Linear Models

  • Mathematical modeling uses equations to predict outcomes based on data, commonly using linear models for simplicity.
  • A scatter plot visually shows how well data fits a linear model.
  • In modeling, an index is often used for years (e.g., x = 0 for 1980), simplifying calculations.

Example: Modeling GDP with a Linear Function

  • Choose two data points; find the slope and write the linear equation using one point.
  • The model equation predicts values for future years by substituting the appropriate x (years after base year).
  • Always include correct units (e.g., trillions of dollars).

Key Terms & Definitions

  • Linear Equation — An equation whose graph is a straight line.
  • Slope (m) — The rate of change; rise over run.
  • Y-intercept (b) — The y-value where the line crosses the y-axis.
  • Point-Slope Form — The form y - y₁ = m(x - x₁) for a line through (x₁, y₁) with slope m.
  • Parallel Lines — Lines with the same slope, different y-intercepts.
  • Perpendicular Lines — Lines with slopes that are opposite reciprocals (m₁ × m₂ = -1).
  • Mathematical Model — An equation used to represent and predict real-world behavior.
  • Index — A variable representing years after a base year, used in modeling.

Action Items / Next Steps

  • Practice finding equations of lines given various data (slope, points, etc.).
  • Try exercises on determining if lines are parallel or perpendicular.
  • Model real-world data with linear equations using scatter plots and indexes.
  • Review definitions and ensure you can move between different forms of linear equations.