عنوان البحث | ملخص البحث | Research Abstract |
Bayesian Inference for Double SARMA Models | | In this paper, we present a Bayesian analysis of double seasonal autoregressive moving average models. |
Bayesian Inference for Double Seasonal Moving Average Models: A Gibbs Sampling Approach | | In this paper we use the Gibbs sampling algorithm to develop a Bayesian inference for multiplicative double seasonal moving average (DSMA) models |
Sensitivity to Prior Specification in Bayesian Identification of Autoregressive Time Series Models | | In this paper we use the Kullback-Leibler divergence to measure the distance between the posteriors of the autoregressive (AR) model order. |
Gibbs Sampling for Double Seasonal ARMA Models | | In this paper we use the Gibbs sampling algorithm to develop a Bayesian inference for multiplicative double seasonal autoregressive moving average (DSARMA) models |
A Comparison of Approximate Bayesian Estimation Methods for ARMA Models | | This paper aims at comparing the accuracy of the analytical approximations
and the Markov Chain Monte Carlo approaches for ARMA model. |
Composite Indicator to Measure Multidimensional Spatial Inequality in Cairo | | In this study we propose composite indicators that can measure monetary and non-monetary dimensions of spatial inequality, including income, health, education, and access to basic facilities (water, electricity, and communication, etc.). |
Gibbs Sampling for Double Seasonal Autoregressive Models
| | In this paper we develop a Bayesian inference for multiplicative double seasonal autoregressive (DSAR) model by implementing a fast, easy and accurate Gibbs sampling algorithm. |
Gibbs Sampling for Double Seasonal Moving Average Models
| | In this paper we develop a Bayesian inference for multiplicative double seasonal moving average (DSMA) model by implementing a fast, easy and accurate Gibbs sampling algorithm. |
Reactive vs. Proactive Detection of Quality of Service Problems | | This paper summarizes our earlier contributions on reactive and proactive detection of quality of service problems. The first contribution is applying statistical control charts to reactively detect QoS violations. |
Gibbs Sampling for SARMA Models | | This paper introduces a fast, easy and accurate Gibbs sampling algorithm to develop a Bayesian inference for a multiplicative seasonal autoregressive moving average (SARMA) model. |
An Approach to Software Reliability Prediction based on Time Series Modeling | | This paper presents a well-established prediction approach based on time series ARIMA modeling as an alternative solution to address the SRGMs' limitations and provide more accurate reliability prediction. |
An Automated Approach to Forecasting QoS Attributes Based on Linear and Non-linear Time Series Modeling
| | We propose an automated forecasting approach that integrates linear and nonlinear time series models and automatically, without human intervention, selects and constructs the best suitable forecasting model to fit the QoS. |
An Approach to Forecasting QoS Attributes of Web Services Based on ARIMA and GARCH Models | | We propose a forecasting approach that integrates ARIMA and GARCH models to be able to capture the QoS attributes' volatility and provide accurate forecasts. |
Identification of Double Seasonal Autoregressive Models: A Bayesian Approach | | |
Bayesian identification of double seasonal autoregressive time series models | | |