Data Analysis Flashcards

(26 cards)

1
Q

What is the definition of probability?

A

Probability is a measure of the likelihood that an event will occur.

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2
Q

True or False: The probability of an event ranges from 0 to 1.

A

True

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3
Q

Fill in the blank: The formula for calculating the probability of an event is _____.

A

Number of favorable outcomes / Total number of outcomes

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4
Q

What is a frequency table?

A

A frequency table is a table that displays the frequency of various outcomes in a dataset.

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5
Q

What does the term ‘outcome’ refer to in probability?

A

An outcome is a possible result of a probability experiment.

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6
Q

What is the total probability of all possible outcomes?

A

1

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7
Q

True or False: The sum of probabilities of all outcomes in a sample space is 100%.

A

True

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8
Q

What is the formula for calculating relative frequency?

A

Relative frequency = Frequency of a specific outcome / Total frequency

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9
Q

Multiple Choice: Which of the following is NOT a type of data? A) Qualitative B) Quantitative C) Subjective D) Discrete

A

C) Subjective

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10
Q

What is the difference between discrete and continuous data?

A

Discrete data can take specific values, while continuous data can take any value within a range.

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11
Q

Fill in the blank: In a probability experiment, the collection of all possible outcomes is called the _____.

A

Sample space

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12
Q

What is the mode in a data set?

A

The mode is the value that appears most frequently in a data set.

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13
Q

True or False: The median is the average of all data points.

A

False

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14
Q

What is the median in a sorted data set?

A

The median is the middle value when the data points are arranged in order.

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15
Q

Multiple Choice: What type of graph is best for displaying frequency distributions? A) Bar chart B) Line graph C) Pie chart D) Histogram

A

D) Histogram

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16
Q

What is a random sample?

A

A random sample is a subset of a population chosen in such a way that every member has an equal chance of being selected.

17
Q

Fill in the blank: A graph that shows the relationship between two variables is called a _____.

18
Q

What does the term ‘bimodal’ refer to in statistics?

A

Bimodal refers to a data set that has two modes.

19
Q

True or False: A larger sample size generally leads to more reliable results in statistics.

20
Q

What is the range of a data set?

A

The range is the difference between the maximum and minimum values in the data set.

21
Q

Multiple Choice: Which measure of central tendency is affected by extreme values? A) Mean B) Median C) Mode D) None of the above

22
Q

What is a box plot used for?

A

A box plot is used to display the distribution of a data set based on a five-number summary.

23
Q

Fill in the blank: The five-number summary includes the minimum, first quartile, median, third quartile, and _____.

24
Q

What is the purpose of conducting a survey in data collection?

A

The purpose is to gather information from a sample of individuals to draw conclusions about a larger population.

25
True or False: Categorical data can be represented using numerical values.
False
26
What is the formula for calculating the expected value in probability?
Expected value = Σ (Probability of outcome × Value of outcome)