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Cambridge · O Level

Cambridge O Level Statistics

Cambridge O Level Statistics (4040) — the Cambridge syllabus for exams in 2025–2027. What it covers, how it is assessed, a link to the official syllabus, and the free study material Marlbridge publishes for it.

Syllabus
4040
Board
Cambridge
Qualification
O Level
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Topics and resources

53 free resources, 12 of 12 topics covered

Each topic below is from the official Cambridge document for Cambridge O Level Statistics (4040), with its study guides, revision notes and practice questions together. Everything here is for Cambridge O Level Statistics (4040) only.

  • Learn with study guides
  • Revise with revision notes
  • Practise with practice questions
  1. Topic 1 6 resources

    Data and its collection

    Covers General ideas of sampling, Types of sampling, Bias: how it arises and is avoided, General ideas of surveys, Types of data and variable

  2. Topic 2 9 resources

    Summary representation of data

    Covers Classification and representation in tabular form, Representation in pictorial or diagrammatic form, The purpose and use of various forms of representation, their advantages and disadvantages, Interpretation of data presented in tabular, pictorial or diagrammatic form

  3. Topic 3 4 resources

    Formation of data into ungrouped or grouped frequency distributions

    Covers Class measures for grouped frequency distributions, Representation in frequency polygons and histograms

  4. Topic 4 3 resources

    Formation of frequency distributions into cumulative frequency distributions

    Covers Representation in tabular form, Representation in graphical form

  5. Topic 5 9 resources

    Statistical measures, their interpretation and appropriate use

    Covers Measures of central tendency: mean, median, mode and modal class, Measures of dispersion: range, interquartile range, variance and standard deviation, Quartiles and percentiles, Measures for combined sets of data

  6. Topic 6 3 resources

    Transformations involving mean and standard deviation

    Covers Effect on mean and standard deviation of adding a constant to each observation and of multiplying each observation by a constant, Linear transformation of data to a given mean and standard deviation

  7. Topic 7 2 resources

    Crude and standardised rates, and their appropriate use

  8. Topic 8 2 resources

    Index numbers

  9. Topic 9 3 resources

    Bivariate distributions and their representation by scatter diagrams

    Covers Elementary ideas of correlation, Lines of best fit

  10. Topic 10 2 resources

    Time series

    Covers Understanding of trend, Understanding of seasonal variation

  11. Topic 11 6 resources

    Elementary ideas of probability

  12. Topic 12 3 resources

    Probability distributions

    Covers Formation of the probability distribution of a discrete variable, Expectation

Covering more than one topic

Course guides, exam preparation and pages that span several topics.

Study guides

No study guide for this course yet.

Revision notes

No revision notes for this course yet.

Source: Cambridge Assessment International Education — official syllabus PDF — 2025-2027 series. Verified 2026-08-21. Subtopics are shown where Marlbridge has entered them; a topic may have more in the official document. A topic listed here is part of the syllabus; it does not mean Marlbridge has published material for it. Always check the current syllabus for your examination year.

About this course

Qualification
Cambridge O Level Statistics
Spec code
4040
Does Marlbridge teach it?
Yes — request a free trial class
Are resources available?
Yes — 53 published
Is enrolment open?
Enquire to join — no online enrolment yet
Where was this verified?
2026-09-24, official Cambridge specification

Compiled and maintained by the Marlbridge Academic Team, checked against the official Cambridge specification on 2026-09-24.

Spotted something wrong on this page? Report an error — see the corrections policy.

The qualification

Cambridge O Level Statistics (4040)

Marlbridge's summary of the course

Cambridge O Level Statistics develops learners' understanding of statistical concepts and techniques and their ability to apply these to interpret and evaluate data.

The board's own description is on the official Cambridge syllabus page.

For examination 2025-2027. Twelve topics, closely mirroring sibling IGCSE Statistics 0479.

Specifications change between examination series. Always confirm the current syllabus and assessment structure on the Cambridge syllabus page for your examination year.

Assessment structure

Linear qualification

Assessment components for Cambridge Statistics 4040
Component Duration Marks Weighting Type
Paper 1: Paper 1 2h 15m 100 50% Written exam
Paper 2: Paper 2 2h 15m 100 50% Written exam

Source: official Cambridge specification, verified 2026-08-28. Directly confirmed against the official PDF (Version 1, published September 2022, "no significant changes which affect teaching"): two compulsory, equally-weighted papers, each 2h15 (135 min), 100 marks, 50%, a mix of short questions (up to 8 marks each) and four longer questions (~15 marks each), electronic calculators required. Both externally assessed. Not tiered; grades A*-E. Examined in the November series only. Explicitly a linear qualification – the syllabus states candidates cannot resit individual components, only the whole qualification. Window 2025-2027, version 1.

Questions about this course

How is Cambridge Statistics (4040) assessed?

Cambridge Statistics (4040) is assessed through: Paper 1 (Paper 1) — 2h 15m, 100 marks, 50% of the qualification; Paper 2 (Paper 2) — 2h 15m, 100 marks, 50% of the qualification. It is a linear qualification. Source: official Cambridge specification, verified 2026-08-28.

What topics does Cambridge O Level Statistics (4040) cover?

12 topics in the current syllabus: Data and its collection; Summary representation of data; Formation of data into ungrouped or grouped frequency distributions; Formation of frequency distributions into cumulative frequency distributions; Statistical measures, their interpretation and appropriate use; Transformations involving mean and standard deviation; Crude and standardised rates, and their appropriate use; Index numbers; Bivariate distributions and their representation by scatter diagrams; Time series; Elementary ideas of probability; Probability distributions. The printable topic checklist lists every topic and subtopic on one page.

Can I get a tutor for Cambridge O Level Statistics (4040)?

Yes. Marlbridge teaches Cambridge O Level Statistics (4040) live online, one-to-one or in small groups, taught by a named subject teacher from its academy in Lahore, Pakistan. The first trial class is free.

Are there free Cambridge O Level Statistics (4040) revision notes and practice questions?

Yes. Marlbridge has published 53 free resources for this course (study guides, practice questions, revision notes, exam preparation guides), free to read with no sign-up.

The subject

Statistics teaching and study resources, organised by level and topic.

All Statistics at Marlbridge

Statistics at other qualifications

These are separate qualifications with different syllabuses and assessments — not different names for the same course. Check which one your school enters you for.

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