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Statistics · Ch 8 — Function

Linear and Quadratic Functions and Their Graphs

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Linear and Quadratic Functions and Their Graphs

Linear functions

A linear function has the form

f(x)=ax+b,a≠0f(x) = ax + b, \quad a \neq 0

Its graph is always a straight line:

  • aa is the slope — the change in f(x)f(x) for a one-unit increase in xx. A positive slope means the line rises left to right; a negative slope means it falls.
  • bb is the intercept — the value of f(x)f(x) when x=0x = 0 (where the line crosses the vertical axis).

To sketch a linear function, only two points are needed — e.g. the intercept (0,b)(0, b) and one more point obtained by substituting any convenient value of xx.

Quadratic functions

A quadratic function has the form

f(x)=ax2+bx+c,a≠0f(x) = ax^2 + bx + c, \quad a \neq 0

Its graph is always a parabola — U-shaped if a>0a > 0 (opens upward, has a minimum point) and an inverted U if a<0a < 0 (opens downward, has a maximum point).

Vertex (turning point). The parabola's vertex — its minimum (if a>0a>0) or maximum (if a<0a<0) point — occurs at

x=−b2ax = -\frac{b}{2a}

In business problems (maximum revenue, maximum profit) it is usually enough to find x=−b2ax = -\dfrac{b}{2a} and then substitute this value back into f(x)f(x) directly to get the maximum or minimum value.

Roots (zeros). The values of xx for which f(x)=0f(x) = 0 are found either by factorising ax2+bx+cax^2+bx+c, or, when it does not factorise neatly, by the quadratic formula

x=−b±b2−4ac2ax = \frac{-b \pm \sqrt{b^2 - 4ac}}{2a} …

Definition 1Slope

In a linear function f(x) = ax + b, the coefficient a; the change in f(x) per one-uni …

Definition 2Vertex of a parabola

The turning point of a quadratic function's graph, at x = −b/2a; a maximum if a < 0, a m …

Definition 3Roots (zeros) of a function

The values of x at which f(x) = 0 — where the graph crosses …