market data

In the 1970s, Eugene Fama introduced the Efficient-market Hypothesis (EMH). The hypothesis assumes that individuals act as rational economic beings who objectively consider all relevant information to make ration decisions. And therefore, the stock price is reasonably estimated by investors and maintains at its “equilibrium price.” However, in the 1980s, anomalies that could not be […]

Highlights Preface In Taiwan ,our investor have the higher preference for the high yield stock,and high-yield stocks tend to be accompanied by low volatility,that we call low Beta. The Beta value represent the correlation with the broader market,0050is well known in Taiwan ,and the beta is between about one ,It shows that he can reflect […]

along for the ride Highlights Preface we introduce the Momentum trade last time ,now we are going to teach you how to find this stock ,if we are not highly involved the marker,we often found in the news which already price in ,so what we want to do is find the stock automatic.It also can save […]

In 1997, Robert Merton and Myron Scholes won the Nobel Prize in Economics for their Black-Scholes options pricing formula, beating out many other contenders. The Black-Scholes model is still a widely-used option pricing model in the financial industry and by investors due to its excellent mathematical properties, simplicity, and ease of use. Today, we will focus on programming this model and Greeks derived from Black Scholes model.

use volume indicator to backtesting , using 2618 Highlights Preface Nowadays Momentum trade are frequently used to trade strategy,we often talk about the price-volume relationship .So in this article we are going to talk about this strategy which based on abnormal growing of the trading volume.but this strategy doesn’t have the clear definition.so we write […]

In the previous article, we introduced how to build indicators with the margin trading database. This article will be the last one of this series, and we will help the readers become familiar with the Day Trading Statistics database and the Balance of Securities Provided as Financing Collateral database.

At the beginning of 2022, the FSC (Taiwan) require listed companies with a capital of more than 10 billion to disclose the Forward-looking Statement before March 15, which caused investors to pay more attention to the pre-audit information. It is generally recognized that the performance of corporate financial reports is positively correlated with the stock market value […]

Highlights Preface We are strange and familiar with the winning rates, odds, and betting ratios. We often depend on our sentiment to multiply the winning percentage and odds in our hearts and determine the betting ratio of the investment. Therefore, it’s difficult to explain our subjective betting ratio to someone. It is inevitable in investment […]

In this article, we will show you how to export mutilated data with the “Transfer Data” function. Then, we will apply the data in the Margin Trading database to help users select fundamental indicators.

his chapter, [Margin Trading]will be divided into three parts. The first part will guide readers in a simple and unburdened way to learn how to operate the [Margin Trading] database.

How do the three primary institutional investors invest in Taiwan stocks? Highlights Preface The three primary institutional investors are essential participants in the Taiwan stock market. Others investors use three direct institutional investors’ daily trading volume, cumulative trading volume, and the shareholding ratio of stocks to be a benchmark to invest. Therefore, we analyze the […]

Return of TAIEX before & after Market Closure Period Highlights Preface Chinese New Year is the most important festival of Chinese society. Traditionally, it is the genuine year-end. Stock market participants would conclude market performance in past year and begin the project targeting upcoming year. Therefore, this article would take Chinese New Year as the […]