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Statistics · Ch 8 — Limit

Continuity of a Function at a Point

4

Continuity of a Function at a Point

A function's continuity at a point is a direct application of the LHL = RHL idea from Section 1, with one extra condition added: the common limit value must also match the function's actual value at that point.

Definition. A function f(x)f(x) is said to be continuous at x=ax=a if all three of the following hold:

  1. f(a)f(a) is defined (the function has a real value at x=ax=a).
  2. lim⁡x→af(x)\displaystyle\lim_{x\to a}f(x) exists, i.e. lim⁡x→a−f(x)=lim⁡x→a+f(x)\displaystyle\lim_{x\to a^{-}}f(x)=\lim_{x\to a^{+}}f(x).
  3. lim⁡x→af(x)=f(a)\displaystyle\lim_{x\to a}f(x)=f(a) — the limit equals the actual function value.

f is continuous at x=a  ⟺  lim⁡x→a−f(x)=lim⁡x→a+f(x)=f(a)f \text{ is continuous at } x=a \iff \lim_{x\to a^{-}}f(x)=\lim_{x\to a^{+}}f(x)=f(a)

If any one of the three conditions fails, ff is discontinuous at x=ax=a. Two discontinuity patterns matter most for the Gujarat board Std 12 Statistics syllabus and for the business examples in Section 5:

  • A jump discontinuity — the LHL and RHL both exist but are unequal (the graph genuinely "jumps" from one value to another at x=ax=a). This is exactly the pattern behind slab-based pricing and tax structures.
  • A removable discontinuity — the LHL and RHL are equal to each other but do not match f(a)f(a) (or f(a)f(a) is simply undefined), so the limit exists but the function's own definition at that single point spoils continuity. …