使 (REER)

Moiz Qureshi1, Nawaz Ahmad2,3, Saif Ullah4

  • 1Department of Statistics, Shaheed Benazir Bhutto University, Pakistan.

Heliyon
|May 30, 2023
PubMed
概括

本研究将多层感知器 (MLP) 和极端学习机器 (ELM) 等机器学习 (ML) 模型与用于预测真实汇率数据 (REER) 的经典时间序列模型进行比较. 根据关键绩效指标 (KPI) 选择了表现最佳的模型.

相关概念视频

Econometric Views (EViews)01:29

Econometric Views (EViews)

Econometric Views, often stylized as EViews, is a package that merges statistical analysis with econometric studies. It is designed to provide tools for time series analysis, forecasting, and econometric model simulation. The software originated from MicroTSP software and has evolved significantly since its inception in 1981. The history of EViews is marked by a continuous effort to enhance its computational speed and user interface. It was initially developed for large computing systems but...
188
Microsoft Excel: Regression Analysis01:18

Microsoft Excel: Regression Analysis

Regression analysis in Microsoft Excel is a powerful statistical method for examining the relationship between a dependent variable and one or more independent variables. It's used extensively in fields such as economics, biology, and business to predict outcomes, understand relationships, and make data-driven decisions. The most common type is linear regression, which attempts to fit a straight line through the data points to model the relationship between variables.
To perform regression...
720
Steps in Outbreak Investigation01:18

Steps in Outbreak Investigation

In the ever-evolving field of public health, statistical analysis serves as a cornerstone for understanding and managing disease outbreaks. By leveraging various statistical tools, health professionals can predict potential outbreaks, analyze ongoing situations, and devise effective responses to mitigate impact. For that to happen, there are a few possible stages of the analysis:
155