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Lectures 14: Bootstrap I. error propagation for nonlinear functions of fit parameters with material from
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Lectures 14: Bootstrap I. error propagation for nonlinear ...

Jan 23, 2022

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Page 1: Lectures 14: Bootstrap I. error propagation for nonlinear ...

Lectures 14: Bootstrap I.

error propagation for nonlinear functions of fit parameters

with material from

Page 2: Lectures 14: Bootstrap I. error propagation for nonlinear ...

Maximum Likelihood parameter errors?from Lecture 9:

Page 3: Lectures 14: Bootstrap I. error propagation for nonlinear ...

multivariate normal distribution

Page 4: Lectures 14: Bootstrap I. error propagation for nonlinear ...

multivariate normal distribution

Page 5: Lectures 14: Bootstrap I. error propagation for nonlinear ...

linear error propagation for arbitrary function of parameters

Page 6: Lectures 14: Bootstrap I. error propagation for nonlinear ...

linear error propagation for arbitrary function of parameters

Page 7: Lectures 14: Bootstrap I. error propagation for nonlinear ...

Sampling the posterior histogram

Page 8: Lectures 14: Bootstrap I. error propagation for nonlinear ...

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

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bootstrap sampling

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bootstrap sampling

frequentist is concerned about error estimate

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bootstrap sampling

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bootstrap sampling

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bootstrap sampling

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