Model selection
14
Cross validation
Infectious disease modelling for babies
Preface
Modelling
Deterministic models
1
SIR
2
SEIR
3
Heterogeneities
4
tsiR
Stochastic models
5
Autoregressive model
6
SIR
7
SEIR
8
Branching process
Model fitting
9
Least squares estimation
10
Likelihood
11
Maximum likelihood estimation
12
MCMC
13
Particle filter
Model selection
14
Cross validation
Reproduction number
15
Generation interval
16
Estimating
\(R_0\)
17
Estimating
\(R_t\)
18
\(R_t\)
in practice
Interventions
19
Flattening the curve
20
Vaccination
21
Vaccine performance
22
Model vaccination
23
Measles vaccine
Health economics
24
EtR Process
Serological data
25
Serocatalytic models
Statistical models
26
Generalised linear models
27
Generalised additive model
28
Nonlinear models
29
Survival analysis
30
Bayesian
31
Time series
References
Appendices
A
Dictionary
B
Math
Model selection
14
Cross validation
14
Cross validation
Model selection
Reproduction number