This text concentrates on what can be achieved using the likelihood/Fisherian methods of taking into account uncertainty when studying a statistical problem. It takes the concept of the likelihood as the best method for unifying the demands of statistical modeling and theory of inference. Every like
In All Likelihood Statistical Modelling and Inference using Likelihood
β Scribed by Yudi Pawitan
- Publisher
- OXFORD
- Year
- 2013
- Tongue
- English
- Leaves
- 543
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Table of Contents
In_All_Likelihood_Statistical_Modelling_and_Infere...----(Cover)......Page 1
In_All_Likelihood_Statistical_Modelling_and_Infere...----(Contents)......Page 10
In_All_Likelihood_Statistical_Modelling_and_Infere-1......Page 16
In_All_Likelihood_Statistical_Modelling_and_Infere...-2......Page 36
In_All_Likelihood_Statistical_Modelling_and_Infere...----_3......Page 68
In_All_Likelihood_Statistical_Modelling_and_Infere...----4......Page 88
In_All_Likelihood_Statistical_Modelling_and_Infere...---5......Page 132
In_All_Likelihood_Statistical_Modelling_and_Infere...----6......Page 164
In_All_Likelihood_Statistical_Modelling_and_Infere...----7......Page 208
In_All_Likelihood_Statistical_Modelling_and_Infere...--8......Page 228
In_All_Likelihood_Statistical_Modelling_and_Infere...---9......Page 246
In_All_Likelihood_Statistical_Modelling_and_Infere...-10......Page 288
In_All_Likelihood_Statistical_Modelling_and_Infere...----(11_Complex_data_structures)......Page 312
In_All_Likelihood_Statistical_Modelling_and_Infere...----(12_EM_Algorithm)......Page 356
In_All_Likelihood_Statistical_Modelling_and_Infere...----(13_Robustness_of_likelihood_specification)......Page 380
In_All_Likelihood_Statistical_Modelling_and_Infere...----(14_Estimating_equations_and_quasi-likelihood)......Page 400
In_All_Likelihood_Statistical_Modelling_and_Infere...---15......Page 424
In_All_Likelihood_Statistical_Modelling_and_Infere...--16......Page 440
In_All_Likelihood_Statistical_Modelling_and_Infere...----(17_Random_and_mixed_effects_models)......Page 450
In_All_Likelihood_Statistical_Modelling_and_Infere...----(18_Nonparametric_smoothing)......Page 488
In_All_Likelihood_Statistical_Modelling_and_Infere...----(Bibliography)......Page 518
In_All_Likelihood_Statistical_Modelling_and_Infere...----(Index)......Page 530
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