Examine the Reliability of Econometrics Software: An Empirical Comparison of Time Series Modelling
نویسندگان
چکیده
Researchers must understand that naively relying on the reliability of statistical software packages may result in suboptimal, biased, or erroneous results, which affects applied economic theory and conclusions policy recommendations drawn from it. To create confidence a result, several should be to same estimation problem. This study examines results three (EViews, R, Stata) analysis time-series econometric data. The data presents determinants macroeconomic growth Sri Lanka 1978 2020 has been used. focuses testing for stationarity, cointegration, significant relationships among variables. Augmented Dickey-Fuller Phillips Perron tests were employed this test while Johansen cointegration was utilized cointegration. employs vector error correction model assess short-run long-term dynamics variables an attempt determine relationship between them. Finally, Granger Causality is order examine linear causation concerned revealed produced by dataset lag vary significantly. implies time series econometrics are sensitive used researchers providing different implications even dataset. present highlights necessity further investigate impact scenarios.
منابع مشابه
An Empirical Comparison of Distance Measures for Multivariate Time Series Clustering
Multivariate time series (MTS) data are ubiquitous in science and daily life, and how to measure their similarity is a core part of MTS analyzing process. Many of the research efforts in this context have focused on proposing novel similarity measures for the underlying data. However, with the countless techniques to estimate similarity between MTS, this field suffers from a lack of comparative...
متن کاملcomparison of catalytic activity of heteropoly compounds in the synthesis of bis(indolyl)alkanes.
heteropoly acids (hpa) and their salts have advantages as catalysts which make them both economically and environmentally attractive, strong br?nsted acidity, exhibiting fast reversible multi-electron redox transformations under rather mild conditions, very high solubility in polar solvents, fairly high thermal stability in the solid states, and efficient oxidizing ability, so that they are imp...
15 صفحه اولa time-series analysis of the demand for life insurance in iran
با توجه به تجزیه و تحلیل داده ها ما دریافتیم که سطح درامد و تعداد نمایندگیها باتقاضای بیمه عمر رابطه مستقیم دارند و نرخ بهره و بار تکفل با تقاضای بیمه عمر رابطه عکس دارند
Econometrics, Time Series Analysis
Central banks and funds investment managers work with mathematical models. In recent years, a new class of model has come into prominence-generalized dynamic factor models. These are characterized by having a modest number of inputs, corresponding to key economic variables and industry-sector-wide variables for central banks and funds managers respectively, and a large number of outputs, econom...
متن کاملTime Series Econometrics
Major lines of the development of time series econometrics are discussed. The presentation is primarily aimed to system theorists. Emphasis is both on history and on recent developments. A discussion of basic ideas and driving forces and of important model classes (more than of identiication procedures), together with a critical view on the relevance for application is given.
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Open Journal of Statistics
سال: 2023
ISSN: ['2161-7198', '2161-718X']
DOI: https://doi.org/10.4236/ojs.2023.131003