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
- Not your course?
- Change course
Topics and resources
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
Searches topic names and resource titles for this course only.
No Statistics (4040) resources match “”.
- Try one shorter word, or check the spelling.
- Try the wording the syllabus uses for the topic, as listed below once you clear the search.
- Some topics have no Marlbridge resource yet; they are still listed.
- Topic 1
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
Study guides
- Topic 2
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
Study guides
Revision notes
- Topic 3
Formation of data into ungrouped or grouped frequency distributions
Covers Class measures for grouped frequency distributions, Representation in frequency polygons and histograms
- Topic 4
Formation of frequency distributions into cumulative frequency distributions
Covers Representation in tabular form, Representation in graphical form
- Topic 5
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
Study guides
Revision notes
- Topic 6
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
Study guides
Revision notes
- Topic 7
Crude and standardised rates, and their appropriate use
Revision notes
No revision notes for this topic yet.
- Topic 8
Index numbers
Revision notes
No revision notes for this topic yet.
Practice questions
- Topic 9
Bivariate distributions and their representation by scatter diagrams
Covers Elementary ideas of correlation, Lines of best fit
- Topic 10
Time series
Covers Understanding of trend, Understanding of seasonal variation
Study guides
Revision notes
No revision notes for this topic yet.
- Topic 11
Elementary ideas of probability
Study guides
Revision notes
- Topic 12
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.
Practice questions
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
- Who teaches it?
- Muhammad Ghazali Siddiqui · Sajawal Zahid
- Are resources available?
- Yes — 53 published
- Is enrolment open?
- Enquire to join — no online enrolment yet
- Official syllabus
- Cambridge syllabus for 2025–2027
- Topic checklist
- Printable 4040 checklist
- 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
| 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.
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.
Related articles
-
teaching
A Level tuition in Dubai: Cambridge or Pearson Edexcel International A Level?
Schools in Dubai and Abu Dhabi teach either Cambridge International AS & A Level or Pearson Edexcel International A Level. How the two are structured, why it matters for tuition, and how online classes from Lahore work.
9 October 2026
-
curriculum guides
Choosing subjects at IGCSE and A Level
How subject choices at 14 and 16 affect university options later, and how to keep pathways open without overloading a timetable.
28 July 2026
-
teaching
Edexcel IGCSE tutoring in Qatar: what families in Doha should know
Many British-curriculum schools in Doha teach Pearson Edexcel International GCSE. Which specifications Marlbridge teaches online, how class times work from Qatar, fees and the free trial.
9 October 2026