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43 Cards in this Set
- Front
- Back
What are the 2 types of statistics?
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Specific Numbers and Method of analysis.
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What are Specific Numbers?
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numerical measurement determined by a set of data
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What is Method of Analysis?
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A collection of methods for planning experiments, obtaining data, and then organizing, summarizing, pressenting, analyzing, interpreting, and drawing conclusions based on the data.
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The complete collection of all elements
The collection is complete in the sense that it includes all subjects to be studied. |
Population
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the collection of data from every element in a population
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Census
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a subcollection of elements drawn from a population
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sample
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every ten years each person is to be counded in the US(really big sample)
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US Census
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a numerical measurement describing some characteristic of a population
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parameter
(population-->parameter) |
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a numerical meansurement describing some characteristic of a sample
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Statistic
(sample-->statistic) |
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numbers representing counts of measurements
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Quantitive Data
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can be separated into different categories that are distinuished by some nonumeric characteristics
ex: genders of college students |
Qualitative data
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number of possible values is either a finite number or a countable number of possible values
ex: number of eggs a chicken lays |
Dicrete Data
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what are the 4 types of data
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nominal, ordinal, interval, ratio
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data, characterized that consists of names, lables, or categories only. the data cannot be arranged in a ordering scheme
ex: survey resonses: yes, no, maybe |
Nominal (data)
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data, that may be arranged in some order, but differencces between data values either cannot be determined or are meaningless
ex: A, B, C, D, E, F... |
ordinal (data)
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data, in which values are meaningful but there in no natural zero starting point
ex: years, 1000, 2000, 1778, 1990 |
interval (data)
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data, in which it includes the natural zero starting point(where zero indicates taht none of the quantity is peresent
differences and ratios are meaningful in this level |
Ratio (data)
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What fields of study benefit statistics?
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Almost all fields
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what are self-selected surveys?
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surveys in which the reasondents themselves decide whethre to be included
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why are small samples bad?
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they can be misleading
the smaller the sample size the less representative |
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what are loaded questions?
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survey questions worded to eleict a desired response
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what should you always look at to make sure graphs are not misleading?
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the actual numbers
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What is pollster pressure?
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where the subject often provides responses that are favorable to their self image
the way the question is asked can change the answer |
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what is bad about estimates?
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they can sometimes just be guesses
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What are the 4 steps to designing of experiments?
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1.identify you objective
2.collect sample data 3. use random procedure 4. analyze the data and form conclusions |
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What is observational study?
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observing something and measuring the characteristics
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what is an experiment?
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applying some treatment and then observing its effects
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What are the 2 groups of experimental subjects?
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the treatment group and the control group.
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what is the treatment group in an experiment?
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the group of subjects that get the actual treatment
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what is the control group in an experiment?
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the part of the subjects who don't get a particular treatment
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what is the placebo effect?
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when a control subject believes they are geting the treatment and reports improvement
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what is blinding?
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when the subjects doesnt know if they are getting the treatment or the placebo
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what is double blinding?
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when the subjects nor the reasearchers know who is getting the treatment and who is geting the placebo
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when picking a group of subjects what should you consider?
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groups of subjects that are similar
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what is replication?
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when an experiment is repeated on a sample of subjects that is large enough so that we can see the effects
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what is confounding?
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occurs in an experiment when the effects from 2 or more varibles cannot be distinguished from each other
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what is random sampling?
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every single person has an equal chance of being used for the sample
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what is systematic sampling?
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when a starting point is selected and they select every "K" person
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what is convenice sampling?
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using results that are readily avaible like who ever is around
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what is stratified sampling?
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subdiving the population into subgroups that share the same characteristics, and then drwling a sample of the members
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what is a cluster sampling?
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dividing the population into sections; randomly selecting some of those clusters; choose all the members from the cluster
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what is a sampling error due to?
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randomness
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what is a nonsampling error due to?
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data incorectally collected, recorded or analyzed
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