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No, correlation does not demonstrate causation. While two variables may show a relationship, this does not imply that one causes the other. Correlation can result from other factors, such as coincidence or the influence of a third variable. To establish causation, further investigation, including controlled experiments, is necessary.
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Strengths and weaknesses of correlation?
A good starting point to research and very good at showing relationship between variables but doesn't demonstrate cause and effect
Does correlation demonstrate causation?
NO. correlation just (implies) a relationship ... for example, both may be caused by the same thing.
What is the relationship between correlation and causation?
correlation implies the cause and effect relationship,, but casuality doesn't imply correlation.
When two variables are correlated there are four possible explanations of the correlation What are they?
a. The correlation between X and Y is spurious b. X is the cause of Y c. Y is the cause of X d. A third variable is the cause of the correlation between X and Y
Can correlation alone prove causation?
No, correlation alone cannot prove causation. While a correlation between two variables indicates that they may be related, it does not demonstrate that one variable causes the other. Other factors, such as confounding variables or coincidence, can also explain the observed correlation. Establishing causation typically requires further evidence, such as experimental data or longitudinal studies.
Strengths and weaknesses of correlation?
A good starting point to research and very good at showing relationship between variables but doesn't demonstrate cause and effect
Does correlation demonstrate causation?
NO. correlation just (implies) a relationship ... for example, both may be caused by the same thing.
What is the correlation length and how does it impact the behavior of a system?
The correlation length is a measure of how far apart particles or events in a system are related to each other. A longer correlation length means that the system's behavior is more coordinated and predictable, while a shorter correlation length leads to more random and chaotic behavior. In general, a larger correlation length can indicate more order and structure in a system, while a smaller correlation length can suggest more disorder and randomness.
What is the relationship between correlation and causation?
correlation implies the cause and effect relationship,, but casuality doesn't imply correlation.
When two variables are correlated there are four possible explanations of the correlation What are they?
a. The correlation between X and Y is spurious b. X is the cause of Y c. Y is the cause of X d. A third variable is the cause of the correlation between X and Y
How can organizations demonstrate ethical behavior?
Organizations can demonstrate ethical behavior by taking into account the effects of their actions on all stakeholders involved. When a behavior benefits one group disproportionately without considering the consequences, it can result in unethical behavior.
Will all students with ADHD demonstrate the same characteristics of behavior?
No.
Echoes demonstrate which behavior of sound waves?
Echoes demonstrate the reflection behavior of sound waves, where sound waves bounce off a surface and return back to the listener's ears.
Correlational study is it cause and effect?
No correlational study is not cause and effect because correlation does not measure cause.
What does it mean if two variables have a negative correlation?
A positive correlation between two variables, say X and Y, means that if one increases, the other will too. No correlation means that they are not related. A negative correlation means that as one increases, the other decreases. Normally you will see this in studies as "Recent studies demonstrated a positive correlation between eating too much and obesity." Or, "recent studies demonstrate a negative correlation between a healthy, balanced diet and obesity".
Can correlation alone prove causation?
No, correlation alone cannot prove causation. While a correlation between two variables indicates that they may be related, it does not demonstrate that one variable causes the other. Other factors, such as confounding variables or coincidence, can also explain the observed correlation. Establishing causation typically requires further evidence, such as experimental data or longitudinal studies.
Does a correlation tell us anything about cause?
No a correlation method does not prove any kind of cause the only method that will prove Cause and Effect would be a Experiment Lab(hypothesis, Control group, Independent Variable ext...)
