Question
Which of the following is the best method of definitively establishing causation? A well-designed experiment that includes a control group. A well-designed experiment. A 'meh'
Which of the following is the best method of definitively establishing causation?
A well-designed experiment that includes a control group. | |
A well-designed experiment. | |
A 'meh' experiment. |
True/False: If a correlation is perfect (1.0) or very close to perfect, you can assume that there is probably at least some degree of causation.
True | |
False |
It is observed that a certain variable 'x' always seems to be associated with some change in a variable 'y'. True/False: We can therefore assume that there is some causation present
True | |
False |
Which of he following best describes the term 'lurking' or 'confounding' variable?
These are variables BESIDES the explanatory variable that have an effect on the response variable. | |
A confounding (or lurking) variable tells us that the explanatory variable is the weakest contributer to the response variable. | |
A confounding (or lurking) variable tells us that the explanatory variable is the strongest contributer to the response variable. |
Which of the following options is the most likely reason for a relationship having a strong correlation, but without any causation?
Presence of lurking or confounding variables. | |
Presence of a strong r. | |
Absence of an experiment. | |
None of the above. |
Which of the following is NOT a requirement for embarking on a linear regression analysis?
The relationship must be linear | |
The correlation must be extremely strong. | |
There must be causation |
True/False: You can have a causal relationship with more than one explanatory variable.
True | |
False |
Imagine a situation where a researcher looks at the relationship between number of police cars present, the number of press present, and the amount of damage caused by a fire. Another variable that comes into play is the size of the fire. So you have the following variables: - Number of police present - Number of press present - Size of the fire - Damage caused by the fire Which of the following options could be considered causal variable(s) for this scenario?
Number of police present. | |
Number of press present. | |
Damage caused by the fire. | |
Size of the fire. |
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