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Frequentism review Flashcards | StudBud

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Frequentism review

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Questions 4

Answers

1
What is the MLE?
The maximum likelihood estimate
The mean logarithmic error
The minimum likelihood entropy
The maginal linear expectation
2
In frequentist statistics, probability is interpreted as
The expected value of the parameter distribution
The limit of the relative frequency of an event
The derivative of the probability density
The integral of the likelihood function
3
Which problematic philosophy was promoted by early frequentists
Racial science: different races differ in intelligence and moral judgement
Social darwinism: natural selection justifies inequality
Mesmerism: control other beings through a universal magnetic fluid
Phrenology: the shape of the skull shows underlying personalty
4
Frequentists reject which key concept emphasized in Bayesian analysis?
Using sampling to approximate a parameter
Defining a model to generate the data
Deriving estimates using a likelihood function
Representing parameter uncertainty with a probability distribution