Applied Bayesian Modelling, 2nd Edition

Index

1. Accelerated failure time (AFT) model
2. Accelerated hazards
   1. AFT model
   2. bone marrow transplant
   3. proportional hazards model
   4. Weibull hazard
3. Akaike information criterion (AIC)
4. ARCH model
5. ARD prior. See Automatic relevance determination (ARD) prior
6. ARMA models. See Autoregressive and moving average (ARMA) models
7. Augmented data regression
8. Automatic relevance determination (ARD) prior
9. Autoregressive and moving average (ARMA) models
   1. Bayesian priors
      1. BUGS code
      2. normal– gamma conjugate priors
      3. outliers/shifts
      4. Schur's theorem
      5. stationarity enforcement
   2. dependent errors
   3. distributed lag regression
   4. estimation and forecasting
   5. likelihood model
   6. vector autoregressive models
10.  
11. Bayesian evidence synthesis. See Meta-analysis
12. Bayesian information criterion (BIC)
13. Bayesian regression
14. Bernoulli parameters
15. Beta-binomial hierarchical model
16. Bias– variance trade-off
17. BIC. See Bayesian information criterion (BIC)
18. Binary and binomial regression
    1. Cauchy priors
    2. cross-validatory (CV) predictive density
    3. DAP prior
    4. distribution function
    5. evidence-based priors
    6. latent outcome approach
    7. link function
    8. MCMC iteration
    9. posterior density
    10. predictive/discriminatory value
    11. scaling nonbinary predictors
19. Binary panel data
    1. employment transitions
    2. latent continuous variables
    3. logit link
    4. MCMC sampling
    5. permanent subject effects
    6. probability of success
    7. truncated normal sampling
20. Bivariate meta-analysis
21. Box– Cox transform
22.  
23. CESD depression index
24. Conditional autoregressive (CAR) prior
25. Conditional predictive ordinate (CPO)
    1. cross-validation ...