Probability (Intro) • Topic 2 of 2

Experimental vs Theoretical Probability

There are two types of probability:

TypeDefinitionExample
Theoretical ProbabilityWhat SHOULD happen mathematicallyP(heads) = 1/2
Experimental ProbabilityWhat ACTUALLY happens in trials48 heads in 100 flips => P = 0.48

Law of Large Numbers: As the number of trials increases, experimental probability gets closer and closer to theoretical probability.

Experimental P = (number of times event occurred) / (total number of trials)

EXPERIMENTAL vs THEORETICAL (Coin Flip):

Trials:   10    30    50    80    100
Exp P:   0.70  0.60  0.55  0.52  0.50
Theo P:  --------0.50 (constant)--------

As trials increase, experimental approaches theoretical!

KEY DIFFERENCE:
  Theoretical: based on math/logic (before experiment)
  Experimental: based on actual results (after experiment)
1
Worked Example
A die is rolled 60 times. Number 3 appears 12 times. Find experimental P(3). Compare to theoretical.
SolutionExperimental P(3) = 12/60 = 0.2. Theoretical P(3) = 1/6 ≈ 0.167. Very close!
2
Worked Example
A spinner with 4 equal sections (A,B,C,D) is spun 50 times. A came up 12 times. Find experimental P(A).
SolutionExperimental P(A) = 12/50 = 0.24. Theoretical P(A) = 1/4 = 0.25. Nearly equal.

Key Points

  • Experimental probability = observed frequency / total trials
  • Theoretical probability = expected mathematically (perfect world)
  • More trials = experimental closer to theoretical (Law of Large Numbers)
  • Use experimental probability when theoretical is unknown
Tap an option to check your answer0 / 4
Q1.Theoretical probability $=$
Explanation: Favourable over total outcomes.
Q2.Experimental probability $=$
Explanation: Based on actual trials.
Q3.As the number of trials increases, experimental probability approaches the ___ probability.
Explanation: Theoretical.
Q4.A coin tossed $100$ times shows $60$ heads. The experimental $P(\text{head})$ is:
Explanation: $60/100$.