Analyze GDP’s composition of Taiwan and USA 🔸Introduction🔸 To observe the current economic situation of a country, there are countless general economic indicators, but GDP must be indispensable. And, what is GDP? Today, this article will take you to understand the connotation and structure of GDP. 🔸Highlights of this article🔸 Connotation and Structure of GDP …

🔸Introduction🔸 If you read newspapers and news recently, you can see reports that the growth of servers will drive a company’s profits. So what is the structure of the server industry? What is upstream and downstream? What is the positioning of Taiwanese companies in the industry? This article will take you…

使用深度學習模型預測股價? 本文重點概要 文章難度：★★★☆☆ 使用交易面資料進行股票預測 閱讀建議：本文使用RNN架構進行時間序列預測，需要對時間序列或是深度學習有基礎瞭解，也可以參考【量化分析(三)】預測市場?! 這篇關於 使用回歸模型 以及LOGISTIC模型來預測股價的。 前言 預測股票一直是人們所追求的，然而股票的隨機性遠遠難以掌握，在資料科學的進步下，計算 …

Analysis of Japanese economy and Yen’s trend 🔸Introduction🔸 Japanese Yen once depreciated to USD/JPY 130.202 on April 28th, which is the lowest within past 20 years. To boot, JPY/NTD was down to 0.2308, which is the lowest since August 1998. There is no evident hault of downside trend of Japanese Yen…

分析美國公債與台股不同類股的關係 本文重點概要 文章難度：★☆☆☆☆ 以迴歸模型討論美國公債殖利率變動與台股大盤、電子類股、金融股與高股息類股的關係 閱讀建議：本文在模型方面，並不會深入探討架構組成，僅會分析模型結果讓我們了解的資訊，因此需要讀者對統計模型有基本的觀念；此外，本文提及之基金標的僅供說明使用，不代表任何金融商品之推薦或建議。 前言 原物料價格飆漲、通膨以及升 …

Recession ? — Highlights Difficulty：★★☆☆☆ Advice: This article adopts TEJ API to get the data, Before reading this, we should familar with data visualization. Preface when the United States 10Y Government Bond -United States 2Y Government Bond <0 ,we call it yield curve inversion 。 Usually longer-term bonds will have higher interest rates, but when…