Skip to Academy content

Level I · Optional · Open anytime

Introduction to Descriptive Statistics

Extend the core course's overview of distributions with a short, practical descriptive-statistics lab. Work from small, visible samples to medians, modes, quartiles, frequency summaries, and a clear research exhibit. These are descriptions of observed data, not forecasts or tests of a population claim.

Study any section in any order. These checks do not affect your core course or assessments. Choice answers and elective progress are tracked in this browser.

Optional practice · Browser progress0/4 checks answered
Descriptive statistics elective0% complete
0%

0/2 sections viewed · 0/4 exercises answered

Describe a sample · Section 1 of 2

Median and mode: two different kinds of typical

First decide what one observation represents: one trade, one account, or one day. Sort numerical values from smallest to largest before finding the median. With an odd count, take the middle observation; with an even count, average the two middle values. The median splits the ordered sample, but need not be an observed value.

The mode is a value with the largest frequency. A sample can have several modes; when every value occurs once, it is usually more useful to report no distinctive mode than to call every observation typical. For categories such as execution venue, a mode is meaningful but a numerical mean or median usually is not.

The mean describes the arithmetic balance point, while the median describes rank. A few large trades can pull mean trade size far above median trade size. Report both when this difference matters. Neither tells you whether the strategy was profitable, and a median of individual trades is not a portfolio return.

Loading the full section…

Keep in mind: Choose a summary that matches the question, and distinguish frequency, rank, and arithmetic balance.

Link to this sectionSearchGlossary & formulas ↗

Pause and try two quick checks.

You can move on at any time. Each answer explains the reasoning.

Quick check · Median

For ordered observations 1, 2, 2, 9, what is the median?

Quick check · Mode

Orders use venues A, B, B, C, C. What should you report?

Further reading and documentation

You are previewing 2 of 6 sections

The full elective is included with Level I enrollment, together with the core course and the official examination.

Go further · Optional resources

Build your mathematics, statistics, and Python toolkit.

Open these resources at any time. They are separate from the core modules and do not count toward examination eligibility, practice scores, or certification. Programming remains optional.

Ready to explore

Mathematical Foundations & Linear Algebra

Build mathematical confidence, then study pure linear algebra with step-by-step examples, geometric interpretation, and quick checks, closing with mental math techniques.

Open the optional resource →

Ready to explore

Introduction to Descriptive Statistics

A compact companion to the core course: calculate medians and modes, compare ranges and quartiles, read empirical percentiles, and build honest frequency summaries.

Open the optional resource →

Ready to explore

Introductory Python for Research

Learn to read basic Python and follow simple pandas workflows, with code examples and instant-feedback checks.

Open the optional resource →