Panel Data Analysis using EViews (Hardcover)
暫譯: 使用 EViews 進行面板數據分析 (精裝版)

I. Gusti Ngurah Agung

  • 出版商: Wiley
  • 出版日期: 2014-02-03
  • 售價: $5,490
  • 貴賓價: 9.5$5,216
  • 語言: 英文
  • 頁數: 540
  • 裝訂: Hardcover
  • ISBN: 1118715586
  • ISBN-13: 9781118715581
  • 相關分類: Data Science
  • 海外代購書籍(需單獨結帳)

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商品描述

A comprehensive and accessible guide to panel data analysis using EViews software

This book explores the use of EViews software in creating panel data analysis using appropriate empirical models and real datasets. Guidance is given on developing alternative descriptive statistical summaries for evaluation and providing policy analysis based on pool panel data. Various alternative models based on panel data are explored, including univariate general linear models, fixed effect models and causal models, and guidance on the advantages and disadvantages of each one is given.

Panel Data Analysis using EViews:

  • Provides step-by-step guidance on how to apply EViews software to panel data analysis using appropriate empirical models and real datasets.  
  • Examines a variety of panel data models along with the author’s own empirical findings, demonstrating the advantages and limitations of each model.
  • Presents growth models, time-related effects models, and polynomial models, in addition to the models which are commonly applied for panel data.
  • Includes more than 250 examples divided into three groups of models (stacked, unstacked, and structured panel data), together with notes and comments.
  • Provides guidance on which models not to use in a given scenario, along with advice on viable alternatives.
  • Explores recent new developments in panel data analysis

An essential tool for advanced undergraduate or graduate students and applied researchers in finance, econometrics and population studies.  Statisticians and data analysts involved with data collected over long time periods will also find this book a useful resource.

商品描述(中文翻譯)

使用 EViews 軟體進行面板數據分析的全面且易於理解的指南

本書探討了如何使用 EViews 軟體創建面板數據分析,並運用適當的實證模型和真實數據集。提供了有關開發替代性描述性統計摘要的指導,以便進行評估並基於合併面板數據提供政策分析。探索了基於面板數據的各種替代模型,包括單變量一般線性模型、固定效應模型和因果模型,並提供了每種模型的優缺點指導。

使用 EViews 的面板數據分析


  • 提供逐步指導,說明如何使用 EViews 軟體進行面板數據分析,並運用適當的實證模型和真實數據集。

  • 檢視各種面板數據模型,並結合作者自己的實證發現,展示每種模型的優勢和限制。

  • 除了常用於面板數據的模型外,還介紹了增長模型、時間相關效應模型和多項式模型。

  • 包含超過 250 個範例,分為三組模型(堆疊、未堆疊和結構化面板數據),並附有註解和評論。

  • 提供在特定情境下不應使用的模型的指導,並建議可行的替代方案。

  • 探索面板數據分析的最新發展。

這是一本對於高年級本科生或研究生以及金融、計量經濟學和人口研究的應用研究者來說,必不可少的工具。參與長期數據收集的統計學家和數據分析師也會發現這本書是有用的資源。