Probability

Understanding Probability

  • Grasp the concept of probability, which is the likelihood of an event happening.
  • Explore different types of probability including experimental, theoretical and subjective probabilities.
  • Understand that probabilities can be represented as fractions, decimals or percentages.
  • Remember that the sum of all possibilities in an event space is always equal to 1.
  • Familiarise yourself with conditional probability, which is the probability of an event given that another event has occurred.

Probability Laws

  • Appreciate the role of addition law and multiplication law in probability and know when to apply each.
  • Realise the difference between independent and dependent events and how this affects the calculation of probabilities.
  • Decode mutually exclusive and non-mutually exclusive events.

Understanding Probability Distributions

  • Get comfortable with probability mass functions for discrete random variables and probability density functions for continuous random variables.
  • Recognise the expected value (mean), variance, and standard deviation of a probability distribution.
  • Study binomial and normal distributions, two of the most common probability distributions you’ll encounter.

Probability In Events

  • Recognize the components of events and outcomes and how these make up sample spaces.
  • Use tree diagrams, Venn Diagrams, and tables to represent and calculate probabilities in complex scenarios.

Worked Examples and Problem-Solving

  • Solidify your understanding through worked examples. Start from simpler problems and gradually increase difficulty.
  • Practice using formulas and laws of probability accurately.
  • Focus on understanding and interpreting real-life situations involving probability.
  • Don’t shy away from challenging probability problems; perseverance can lead to deeper understanding of concepts.
  • Always review your solutions to learn from any mistakes and improve your problem-solving skills in probability.