Transcript
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Lectures 11: Bootstrap I.
error propagation for nonlinear functions of fit parameters
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Maximum Likelihood parameter errors?𝜒2 distribution
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Linearized error propagation
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from discussion on correlated normal variables
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from discussion on correlated normal variables
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from general definition of covariance matrix
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from general definition of covariance matrix
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Linearized error propagation
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Sampling the posterior histogram
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Sampling the posterior histogram
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comparison of linear propagation and posterior sampling:
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bootstrap sampling
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bootstrap sampling
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bootstrap sampling
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bootstrap sampling