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Lectures 11: Bootstrap I. error propagation for nonlinear functions of fit parameters
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Lectures 11: Bootstrap I. error propagation for nonlinear ...

Dec 28, 2021

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Page 1: Lectures 11: Bootstrap I. error propagation for nonlinear ...

Lectures 11: Bootstrap I.

error propagation for nonlinear functions of fit parameters

Page 2: Lectures 11: Bootstrap I. error propagation for nonlinear ...

Maximum Likelihood parameter errors?𝜒2 distribution

Page 3: Lectures 11: Bootstrap I. error propagation for nonlinear ...

Linearized error propagation

Page 4: Lectures 11: Bootstrap I. error propagation for nonlinear ...

from discussion on correlated normal variables

Page 5: Lectures 11: Bootstrap I. error propagation for nonlinear ...

from discussion on correlated normal variables

Page 6: Lectures 11: Bootstrap I. error propagation for nonlinear ...

from general definition of covariance matrix

Page 7: Lectures 11: Bootstrap I. error propagation for nonlinear ...

from general definition of covariance matrix

Page 8: Lectures 11: Bootstrap I. error propagation for nonlinear ...

Linearized error propagation

Page 9: Lectures 11: Bootstrap I. error propagation for nonlinear ...

Sampling the posterior histogram

Page 10: Lectures 11: Bootstrap I. error propagation for nonlinear ...

Sampling the posterior histogram

Page 11: Lectures 11: Bootstrap I. error propagation for nonlinear ...

comparison of linear propagation and posterior sampling:

Page 12: Lectures 11: Bootstrap I. error propagation for nonlinear ...

bootstrap sampling

Page 13: Lectures 11: Bootstrap I. error propagation for nonlinear ...

bootstrap sampling

Page 14: Lectures 11: Bootstrap I. error propagation for nonlinear ...

bootstrap sampling

Page 15: Lectures 11: Bootstrap I. error propagation for nonlinear ...

bootstrap sampling