Statistical concepts
What is your class's favourite series? How many brothers and sisters does each classmate have? To answer these questions you don't need to ask the whole school, but you do have to choose well who you ask and what you write down. That is the first thing statistics teaches.
Population, sample and individual
Why not always ask everybody? Because it can take a lot of time or cost a lot of money. When a whole population is studied, it is called a census.
Many things happen in our daily lives, but not all of them depend on chance. State which of the following situations are random experiments and which are deterministic:…
Many things happen in our daily lives, but not all of them depend on chance. State which of the following situations are random experiments and which are deterministic:
- a) Tossing a coin and seeing whether it lands on heads or tails.
- b) Calculating how much $3$ cinema tickets will cost if each one is worth $8$ euros.
- c) Asking a classmate what their favourite colour is.
- d) Dropping a stone from a balcony and seeing if it falls downwards.
- e) Drawing a card from a Spanish deck of cards without looking.
A well-known streamer wants to know what their followers' favourite video game in Spain is. To do this, they conduct a quick poll during a livestream in which $1500$…
A well-known streamer wants to know what their followers' favourite video game in Spain is. To do this, they conduct a quick poll during a livestream in which $1500$ people participate. Classify the following variables collected in the study as qualitative or quantitative:
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a) Title of the favourite video game.
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b) Number of hours they play per week.
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c) Console or platform used (PC, PS5, Switch, etc.).
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d) Amount of money spent on "skins" or battle passes per month.
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e) Rating of the livestream from 1 to 10.
Types of variable
The statistical variable is what we measure about each individual. There are two main types:
| Type | Values | Examples |
|---|---|---|
| Qualitative | Qualities, not numbers | Favourite sport, eye colour, favourite series |
| Discrete quantitative | Numbers that are counted | Number of brothers and sisters, pets, goals |
| Continuous quantitative | Numbers that are measured | Height, weight, time |
Among quantitative variables, we distinguish between discrete ones (when they take isolated values, usually whole numbers) and continuous ones (when they can take any…
Among quantitative variables, we distinguish between discrete ones (when they take isolated values, usually whole numbers) and continuous ones (when they can take any value in an interval, such as decimals). The figure shows the difference: above, isolated values; below, a stretch of the line in which any value fits, including decimals.
Classify these variables as discrete or continuous:
- a) The number of goals a team scores in each league match.
- b) The exact time a swimmer takes to cover $50$ meters.
- c) The number of books in the students' backpacks.
- d) The height of the members of the Spanish national basketball team.
To improve the quality of the food in the cafeteria of a large school with $1200$ students, the school board decides to ask the opinion of the first $5$ students from…
To improve the quality of the food in the cafeteria of a large school with $1200$ students, the school board decides to ask the opinion of the first $5$ students from each class who enter the school on Monday morning. Identify the following elements of this statistical study:
- a) Population.
- b) Sample.
- c) Individual.
Classify the following statistical variables as qualitative or quantitative. In the case of quantitative variables, reflect on whether it makes sense to perform…
Classify the following statistical variables as qualitative or quantitative. In the case of quantitative variables, reflect on whether it makes sense to perform arithmetic operations (such as the mean) with their values:
- a) The postcode of the residence of students at a secondary school.
- b) The serial number of the computers in the library.
- c) The daily mean temperature recorded in the school playground during the month of January.
- d) The shirt number of the players in a basketball team.
- e) The time, expressed in seconds, taken by a group of swimmers to cross a $50$-metre swimming pool.
Note: Think about whether the "number" acts as a label or as a real measurement.
Back to the start: To answer those questions, the population is your class; favourite series is a qualitative variable and number of brothers and sisters is a discrete quantitative variable.