Fundamental analysis with A.I.

In my previous article, I described how an artificial intelligence would behave at picking stocks by looking at price data only. While the model performed slightly better than random, it gave me no reason to use this model as an advisor for my investments. Meanwhile, after spending eight months in the valley-of-despair of A.I., I … Continue reading Fundamental analysis with A.I.

Experiment: artificial intelligence vs. buy and hold

Artificial Intelligence is currently a hot topic, having an impact in many areas, like image recognition, text generation and data science. One topic, I am curious about is, if and how artificial intelligence is doing with highly random and noisy data, as it appears in short-term-price-fluctuations on the stock market. From programming courses in artificial … Continue reading Experiment: artificial intelligence vs. buy and hold

Advanced growth model

This article describes an advancement of the logistic growth model, described in a previous article. The logistic growth model will be used for predicting future revenues and earnings of a company. The model is especially suitable for high growth companies in order to give a clue of the value of the company. For companies at … Continue reading Advanced growth model

What does the security market line look like in reality?

The security market line (graph 1) is a well known concept in the finance world. It shows the dependency between expected return and risk (which is often measured by volatility). Graph 1: The security market line This model is widely used for finding a trade-off between return and risk. The more risk an investor is … Continue reading What does the security market line look like in reality?

Is it worth, buying shares with a limit order?

Have you ever had the thought "I wan't to buy this stock, but I will wait for a cheaper price"?On this article, I want to answer the question, whether it is useful to use limit orders for buying stocks. I didn't find the information I was looking for anywhere, so I started to create my … Continue reading Is it worth, buying shares with a limit order?

Managing randomness

In this article, I want to have a look at randomness and what we can learn from it. The effects of randomness can be explained best with simple examples, therefore let's play heads or tails: You have to stake 100$ and when tail appears, your stake will be doubled, so you will have 200$. When … Continue reading Managing randomness

Evaluating Tesla Inc. with logistic growth functions

As described on a previous post, logistic growth models can be used on evaluating growth stocks. Tesla would be a perfect example for applying this model, as Tesla is a fast growing company with already a record of business activities over the last years and a more or less predictable business model. First I want … Continue reading Evaluating Tesla Inc. with logistic growth functions

Logistic growth models

We all look at growth rates, when evaluating the prospects of a business or a market. It helps us to better estimate, what we are willing to pay now, in order to reach the "sweet fruits" in the future. Very often, NPV (net present value) calculations are a good method for the evaluations. However, it … Continue reading Logistic growth models

The reason why I never use the PEG-ratio

The PEG-ratio (Price-Earning-Growth-Ratio) is a common ratio for evaluating stocks and is very easy to calculate (by dividing the current P/E-ratio by the expected earnings-growth rate in percent). This ratio can give you a quick insight, whether a growth company is over- or undervalued at the stock market. Many people believe that a PEG ratio … Continue reading The reason why I never use the PEG-ratio