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27 Cards in this Set

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What are Stats?

A branch of mathematics that is concerned with data.

Data

A set of information.

What does data specifically do?

Collection, organization, Analysis, Interpretation, Presentation

COAIP

Descriptive stata

Summarize data by describing the quantitative characteristics of the data - calculating median, average etc.

Inferential stats

Used to make conclusions about the data which are not directly observable in the dataset - comparing cholesterol level between a group of men and group of women to see if they are diff.

Experimental units

Individuals who are studied.

Outcome or response

What is measured on each experimental unit.

Treatments

Procedures applied to each experimental unit.

Randomized experiment

A study in which the investigator assigns the treatments to the experimental units at random.

Observational study

One in which the assignment to treatment groups is not made by the investigator.

Double-blind experiments

Neither the investigators nor the subjects know who has been assigned to which treatment.

Cohort studies

A group of subjects is studied to determine whether various factors of interest are associated with an outcome.

Prospective cohort study

Where the subjects are followed over time.

Cross-sectional cohort study

Measurements are taken at one point in time.

Case-control study

Two samples are drawn


1. One sample consists of people who have the disease


2. One sample consists of the people who don’t.

Population

The entire collection of individuals about which information is sought.

Sample

A subset of a population, containing the individuals that are actually observed.

Simple random sample

Similar to a lottery, 10,000 tickets are sold, 5 are drawn as winning tickets.

Sample of convenience

Sample that is not drawn by a well-defined random method.

Stratified random sampling

The population is divided up into groups, called strata, then a simple random sample is drawn from each stratum.

Cluster sampling

Items are drawn from the population in groups or clusters.

Systematic sampling

Items are ordered and every kth item is chosen to be included in the sample. K - population size/sample size

Voluntary response sampling

Often used by the medics to try to engage the audience.

Ordinal variables

Natural ordering

Nominal variables

No natural ordering

Discrete variables

Quantitative variables whose possible values can be listed.

Continuous variables

Quantitative variables that can take on any value in some interval.