IBMathsDPApplications & Interpretation (AI)HL4. Statistics & Probability

4. Statistics & Probability (DP IB Applications & Interpretation (AI))

Get ready for your DP IB Applications & Interpretation (AI) exams with our revision resources. Find everything you need to revise this topic, so you can go into your exam confident and prepared. Teachers and examiners write all our resources, and they’re designed specifically for each exam board. We regularly update them to match the latest syllabus, so you’ll only revise the most accurate, up-to-date information. Explore the collection below to get started.

Statistics Toolkit

  1. Sampling
  2. Data Collection
  3. Statistical Measures
  4. Frequency Tables
  5. Linear Transformations of Data
  6. Outliers
  7. Univariate Data
  8. Interpreting Data

Correlation & Regression

  1. Bivariate Data
  2. Correlation Coefficients
  3. Linear Regression

Non-linear Regression

  1. Non-linear Regression
  2. Logarithmic Scales
  3. Linearising using Logarithms

Probability

  1. Probability & Types of Events
  2. Conditional Probability
  3. Sample Space Diagrams

Probability Distributions

  1. Discrete Probability Distributions
  2. Expected Values

Random Variables

  1. Linear Combinations of Random Variables
  2. Unbiased Estimates

Binomial Distribution

  1. The Binomial Distribution
  2. Calculating Binomial Probabilities

Normal Distribution

  1. The Normal Distribution
  2. Calculations with Normal Distribution

Combinations of Normal Distributions & Sample Mean Distributions

  1. Sample Mean Distribution
  2. Confidence Interval for the Mean

Poisson Distribution

  1. Poisson Distribution
  2. Calculating Poisson Probabilities

Hypothesis Testing using the Chi-squared Distribution

  1. Hypothesis Testing
  2. Chi-squared Test for Independence
  3. Goodness of Fit Test

Hypothesis Testing for Population Parameters

  1. Hypothesis Testing for Mean (One Sample)
  2. Hypothesis Testing for Mean (Two Sample)
  3. Binomial Hypothesis Testing
  4. Poisson Hypothesis Testing
  5. Hypothesis Testing for Correlation
  6. Type I & Type II Errors

Transition Matrices & Markov Chains

  1. Markov Chains
  2. Transition Matrices

Statistics Toolkit

  1. Exam Questions

Correlation & Regression

  1. Exam Questions

Non-linear Regression

  1. Exam Questions

Probability

  1. Exam Questions

Probability Distributions

  1. Exam Questions

Random Variables

  1. Exam Questions

Binomial Distribution

  1. Exam Questions

Normal Distribution

  1. Exam Questions

Combinations of Normal Distributions & Sample Mean Distributions

  1. Exam Questions

Poisson Distribution

  1. Exam Questions

Hypothesis Testing using the Chi-squared Distribution

  1. Exam Questions

Hypothesis Testing for Population Parameters

  1. Exam Questions

Transition Matrices & Markov Chains

  1. Exam Questions
  1. Statistics Toolkit
  2. Correlation & Regression
  3. Non-linear Regression
  4. Probability
  5. Probability Distributions
  6. Random Variables
  7. Binomial Distribution
  8. Normal Distribution
  9. Combinations of Normal Distributions & Sample Mean Distributions
  10. Poisson Distribution
  11. Hypothesis Testing using the Chi-squared Distribution
  12. Hypothesis Testing for Population Parameters
  13. Transition Matrices & Markov Chains
DP IB Applications & Interpretation (AI) Past Papers