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inductive reasoning
reasoning used to support rather than to demonstrate a conclusion
argument from analogy
an argument that something has an attribute because a similar thing has that attribute.
i.e. Bill is a Democrat
Thus, Bill's brother is a democrat
analogue
a person or thing seen as comparable to another.
i.e. Bill is a Democrat
Thus, Bill's brother is a democrat
the analogue in this argument are Bill and Sam
conclusion analogue
i.e. Bill is a Democrat
Thus, Bill's brother is a democrat
the conclusion analog is Sam
attribute of interest
i.e. Bill is a Democrat
Thus, Bill's brother is a democrat
the attribute of interest is being a democrat
premise analogue
i.e. Bill is a Democrat
Thus, Bill's brother is a democrat
the premise analogue is Bill
argument from analogy
i.e. Wolves thrive on raw meat
Therefore, dogs will thrive on raw meat
i.e. Wolves thrive on raw meat
Therefore, dogs will thrive on raw meat
what is the analogue ?
wolves and dogs
i.e. Wolves thrive on raw meat
Therefore, dogs will thrive on raw meat
what is the conclusion-analogue ?
dogs
i.e. Wolves thrive on raw meat
Therefore, dogs will thrive on raw meat
what is the attribute of interest ?
thriving on raw meat
i.e. Wolves thrive on raw meat
Therefore, dogs will thrive on raw meat
what is the premise analogue?
wolves
analogues that lack the attribute of interest are
contrary analogues
the fewer _______ among the premise - analogues the stronger the argument
contrary analogues
attacking the analogy
time honored strategy for debuting an argument from analogy, showing that the premise-analgues or analogues are not that similar to the conclusion-analogue as implied
weak analogy
weak argument based on debatable or unimportant similarities between two or more things.
generalize from a sample
when you assume that all of the population will have that attribute because most do
So far, I've liked all of Professor P's lectures
Therefore, i will like all of his lectures
what is this an example of?
generalize from a sample
The less diversified the sample, the ______ the generalization
weaker
Generalizations based on samples too small to accurately mirror the overall population are generally _____.
weak
the more atypical the sample, _______ the generalization.
weaker, it should better represent the population rather than outliers
sampling frame
a set of criteria that make it clear for any specific thing whether or not it is a member of the population and whether or not it has the attribute of interest.
biased (skewed) sample
aka an atypical sample, one in which the variables that may be linked to the attribute of interest are not are not present in the same proportion as in the population of interest
random sample
is one selected by a procedure that gives every member of a population an equal chance of being included
statistical syllogism
applies a general statement to a specific case
Most teachers are democrats
Jo is a teacher
Therefore, Jo must be a democrat
what is this an example of ?
Statistical syllogism
principle of total evidence
the idea that in estimating probabilities of something you must take into account all available relevant information.
this walks like a duck, talks like a duck, and looks like a duck. Therefore, it must be a duck.
what is this an example of and why?
statistical syllogism, the argument assumes that a high proportion of things listed are evident in the conclusion population
causal statement
sets forth the cause of some event. similar to an argument
i.e. of an argument: the toilet is leaking because the floor is wet
i.e. of a causal statement:
the floor is wet because the toilet is leaking
causal hypothesis
is a tentative claim offered for farthing investigation or testing.
what is a strong sample
a strong sample accurately and clearly mirrors the population
what is a strong argument from analogy
there are strong similarities between the premise analogue and conclusion analogue
the analogue has an increasing number of premise analogues
paired unusual events principle
If something unusual happens, look for something else unusual that has happened and consider whether it might be the cause
As soon as my throat got scratchy I took zicam.
my sore throat went away and I never caught a cold. therefore, maybe zicam prevents colds
what is this an example of
paired unusual events principle
common variable principle
a variable common to multiple occurrences of something may be related to it casually
when several people complained to their physicians about acute intestinal distress, health officials investigated and found that all of them had eaten tacos at the county fair.
therefore, perhaps the tacos caused the distress
what is this an example of
common variable principle
covariation principle
when a variation in one phenomenon is accompanied by a variation in another phenomenon, we have covariation or correlation, these being the same for our purposes
when meat consumption in Holland went up after WWII so did the rate of prostate cancer.
therefore, perhaps eating meat causes prostate cancer
what is this an example of
covariation principle
randomized controlled experiment
one in which subjects are randomly assigned either to an "experiment group" or a "control" which differ from one another in only one respect: subjects in the experimental group are subjected to the to the suspected cause
prospective observational studies
when two groups are observed and the compare the frequency of something, watches for future outcomes
retrospective observational study
one works backwards from a phenomenon of interest to a suspected cause or causal factor