# Bayesian model averaging

### Spatial Bayesian Model Averaging to Calibrate Short-Range Weather Forecast in Jakarta, Indonesia

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### One size does not fit all... : Panel data : Bayesian model averaging and data poolability

**model**uncer- tainty and data poolability in their panel data ...Applying

**Bayesian**

**Model**

**Averaging**, we adopt a flexible modelling approach to highlight that (i) some determinants have ...

28

### The determinants of macroeconomic volatility: A Bayesian model averaging approach

**Bayesian**

**model**

**averaging**to the economics field have primarily been made in the empirical growth regression literature, due to the large number of possible determinants of growth with little ...

34

### Prior Specification in Bayesian Model Averaging: An application to Economic Growth

**Bayesian**

**Model**

**Averaging**to tackle the issue of

**model**...uncertainty.

**Bayesian**

**model**

**averaging**has become an important tool in empirical settings with large ...

13

### Robust Bayesian Filtering Using Bayesian Model Averaging and Restricted Variational Bayes

**Bayesian**filters can be made robust to outliers if the solutions are developed under the assumption of heavy-tailed distributed noise. However, in the absence of outliers, these robust solutions perform ...

9

### Bayesian Model Averaging in Exchange Rate of Malaysia Ringgit to China Yuan Renminbi

**Bayesian**

**Model**

**Averaging**(BMA) and Multiple Linear Regression ...of

**model**accuracy shows that BMA

**model**has better performance capability than MLR

**model**in estimating ...

5

### Simulation of Forecasting Performance Comparison of a Hybrid Model Integrated By Binomial Smoothing and Bayesian Model Averaging Techniques

**model**is proposed based on binomial smoothing (BS) and

**Bayesian**

**model**

**averaging**...hybrid

**model**was achieved through the combination of the Jordan pi-sigma neural (JPSN) network ...

13

### Mixtures of g priors for Bayesian model averaging with economic applications

**Bayesian**

**Model**

**Averaging**presents a formal

**Bayesian**solution to dealing with

**model**...on

**model**size with a g-prior on the coefficients of each ...over

**model**space ...

27

### Dam management with imperfect models: bayesian model averaging and neural network control

**Bayesian**

**model**

**averaging**approach, the aim is to iterate over all those plausible models to find the probability that a

**model**is correct, given the historical ...probable

**model**, at ...

7

### Bayesian Model Averaging: An Application to the Determinants of Airport Departure Delay in Uganda

**model**that could include all variables, but this proved to be inefficient and ...the

**Bayesian**

**model**

**averaging**; BMA that took the problem through estimating models for all possible ...

5

### Mixtures of g priors for Bayesian model averaging with economic applications

**Bayesian**

**model**explored in this paper has a hyperprior on the covariate inclusion probability θ and a hyperprior on g, which leads to an integral for the marginal likelihood that is solved by ...

34

### Mixtures of g priors for Bayesian model averaging with economic applications

**Bayesian**

**Model**

**Averaging**presents a formal

**Bayesian**solution to dealing with

**model**...on

**model**size with a g-prior on the coefficients of each ...over

**model**space ...

32

### The Determinants of Gini Coefficient in Iran Based on Bayesian Model Averaging

**Bayesian**

**Model**

**Averaging**(BMA), the effects of influential factors on Gini coefficient which have been regarded in previous studies are ...

9

### Geography, Institutions and Human Development: A Cross Country Investigation Using Bayesian Model Averaging

**Bayesian**

**Model**

**Averaging**that allows us to select the relevant predictors by experimenting with a host of competing sets of ...is

**model**uncertainty and theory provides only a weak guidance ...

53

### Bayesian Model Averaging in the Instrumental Variable Regression Model

**model**when there is uncertainty about the set of instruments, exogeneity restrictions, the validity of identifying restrictions and the set of exogenous ...standard

**model**selection procedures, we ...

49

### A Mixture Based Bayesian Model Averaging Method

**Bayesian**

**model**

**averaging**(BMA) is a popular and powerful statistical method of taking account of uncertainty about

**model**form or ...from

**Bayesian**decision ...

9

### Model selection in Medical Research: A simulation study comparing Bayesian Model Averaging and Stepwise Regression

**Bayesian**

**model**

**averaging**we made use of the posterior probabilities given for each variable and introduced on one hand a 95% threshold and on the other hand a 50% threshold for the posterior ...

10

### Bayesian model averaging: improved variable selection for matched case-control studies

**model**selection with a

**Bayesian**approach.

**Model**selection has posed significant challenges for many statisticians, numerous strategies have been developed [3-5] and yet no universal agreed-upon ...

8

### On the Effect of Prior Assumptions in Bayesian Model Averaging with Applications to Growth Regression

**model**is {0.74, 1.77, 3.77} for g = 1/n and {0.67, 2.15, ...

27

### Model Uncertainty in Ecological Criminology: An Application of Bayesian Model Averaging With Rural Crime Data

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