000 | 01459nam a2200229Ia 4500 | ||
---|---|---|---|
008 | 111015s2006 ph 000 0 eng | ||
020 | _a9780470018750 | ||
040 | _cMANILA TYTANA COLLEGES LIBRARY | ||
090 | _aCIR QA 279.5 C66 2006 | ||
100 | 1 | _aCongdon, Peter. | |
245 | 1 | 0 |
_aBayesian statistical modelling / _cPeter Congdon. |
250 | _a2nd ed. | ||
260 |
_aChichester : _bJohn Wiley & Sons, _c2006. |
||
300 |
_axi, 573 p. : _bill. ; _c25 cm. |
||
440 | 0 | _aWiley series in probability and statistics | |
504 | _aIncludes bibliographical references and index. | ||
505 | 0 | _aIntroduction : the Bayesian method, its benefits and implementation -- Bayesian model choice, comparison and checking -- The major densities and their application -- Normal linear regression, general linear models and log-linear models -- Hierarchical priors for pooling strength and overdispersed regression modelling -- Discrete mixture priors -- Multinomial and ordinal regression models -- Time series models -- Modelling spatial dependencies -- Nonlinear and nonparametric regression -- Multilevel and panel data models -- Latent variable and structural equation models for multivariate data -- Survival and event history analysis -- Missing data models -- Measurement error, seemingly unrelated regressions, and simultaneous eqations. | |
650 | 0 | _aBayesian statistical decision theory. | |
942 |
_2lcc _cBK |
||
001 | 111015145031469 | ||
998 |
_c12850 _d71213 |
||
999 |
_c12850 _d12850 |