Stats 151
Termini in questo insieme (27)
Non-numerical data is called what?
Categorical/Qualitative data
Numerical data is called what?
Numerical/Quantitative data
Variable
A characteristic that varies from one person to another
Data
Values of a variable in a sample
Discrete numerical data
numerical variable in which values can be listed but we can miss possible values (like fractions and decimals)
Continuous numerical data
numerical variable in which all possible values in between numbers like fractions and decimals are all used
Nominal qualitative data
non-numerical data that has no rank of sequence
Ordinal qualitative data
non-numerical data that has a rank of sequence
Frequency
Number of times a particular distinct value of a variable occurs in a sample
Distribution of a variable
A table or formula that tells us what values a variable takes and their frequency in which these values are seen in a population
Relative frequency
How often a distinct value of a variable shows up in a sample in a percentage
Pie chart
A chart where a disk is divided into wedge shaped pieces proportional to the relative frequencies of the categorical data
Graphical methods
Helps in visualizing the information in a frequency/relative frequency table
Bar chart
A chart displaying categorical data on a horizontal axis and the relative frequencies or frequencies is on the vertical axis
Frequency/Relative frequency tables
summarize information of single (univariate) categorical data
Contingency tables
Summarize the information of two sets (bivariate) of categorical data
Descriptive statistics
statistics to summarize and organize information, making averages, variations, and percentages, and graphs
Inferential statistics
Statistcs to take a a sample from a population and looking at the data in order to come to a conclusion about the whole population
Population
collection of all individuals under consideration in a statistical study
Sample
A part of the population from which the information is found from
Observational study
A study where no treatments or controls are used, only observing charateristics.
Can only be used to find association between variables
Designed experiment
Implying controls and treatments first in a study, collecting data with a plan
Allows to find the causation of a specific effect or outcome, how one variable affects another variable
Census
Collecting data from all individuals in the population
Sampling
Collecting data from a sample of the population
SRS (Simple random sample)
Each sample taken has a equal chance of being selected
SRS without replacement
an individual can only appear in a sample once
SRS with replacement
an individual can appear in a sample more than once