Christian Schitton
Copulas - a Gateway to Risk Aggregation and Predictive Analytics
In this article, we have a look into the Copulas, a great statistical modelling tool to setup, model and simulate investment portfolios
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Christian Schitton
- Feb 20
- 4 min
How to use AI in commercial real estate industry?
Using AI in commercial real estate industry asks for combining it with advanced statistical modelling methods .
Dzeneta Schitton
- Feb 6
- 6 min
Combining AI and real estate expertise - How to change commercial real estate investment industry
Lean investment management system on the company side and AI powered market analytics on the other, enabled on one easy to use interface
Christian Schitton
- Feb 22, 2022
- 5 min
Digital Transformation challenges in the real estate industry - the Communication Level
Data collection level, data analytics level and data result/ communication level - that's all about digital transformation. Of course,...
Christian Schitton
- Feb 7, 2022
- 7 min
Digital Transformation challenges in the real estate industry - the Analytics Level
Digital transformation unfolds in three main levels, i.e. the data gathering level, the analytics/ operational level and there is the...
Christian Schitton
- Jan 25, 2022
- 6 min
Digital Transformation challenges in the real estate industry - the Data Level
Data gathering and data processing is extremely crucial in a more and more data driven business environment.
Dzeneta Schitton
- Jan 18, 2022
- 8 min
D-DARKS modular solutions for the Real Estate industry
D-DARKS introduces simple and flexible way to digitally transform investment and portfolio risk management in the real estate industry.
Dzeneta Schitton
- Jan 10, 2022
- 6 min
ESG - Governance and digital transformation in the real estate industry
ESG Governance challenges are very important for the real estate companies, especially when it comes to an efficient digital tansformation.
Christian Schitton
- Dec 2, 2021
- 9 min
Risk Management in Booming Real Estate Markets
Risk Management Systems, in particular Predictive Analytics Tools, are constantly watching out for early warning signals which could...
Christian Schitton
- Nov 17, 2021
- 5 min
Efficient Digital Transformation - Particle Swarm Optimiser
Digital transformation is most efficient when the leadership finds a right combination of technical tools and industry specifics. Swarm...
Christian Schitton
- Nov 11, 2021
- 5 min
Efficient Digital Transformation - It Starts With The Small Steps
Data Driven Decision Making A recent article by one of the big deans of data science, Kirk Borne, addressed a very important topic: “How...
Christian Schitton
- Oct 26, 2021
- 7 min
A Path Into Data Science While Creating A Business Purpose
Moving into the world of Big Data, getting educated, combining it with your previous experience and start to satisfy a business need.
Christian Schitton
- Sep 16, 2021
- 7 min
Market Correction in Alternatives/ Real Estate
Recent Discussions The elephant is in the room again. Recent worries about a higher inflation in the Euro zone have triggered a...
Dzeneta Schitton
- Sep 7, 2021
- 7 min
Early risk warning systems legally obligatory in Germany
Early warning risk systems are going to be part of 2021 balance sheet examination in Germany, according to IDW PS 340
Christian Schitton
- Jul 15, 2021
- 4 min
Strategic Risk Management in Real Estate/ a snapshot into Simulations
Risk Management Support The idea behind strategic risk management is to support a decision maker in taking a market position in...
Christian Schitton
- Jun 10, 2021
- 8 min
Connecting Markets and Portfolios with Predictive Analytics Tools
Intro In the last articles and videos we talked a lot about the behaviour of commercial real estate markets, how to cope with...
Christian Schitton
- May 6, 2021
- 7 min
Monte Carlo - one gate to the world of Advanced Risk Analytics in Real Estate
Intro Monte Carlo Simulations are a way to model the probability of different scenarios. Why we need Monte Carlo is due to the fact that...
Dženeta Schitton
- Apr 26, 2021
- 9 min
Financial risk management in CRE industry - from old to innovative
In commercial real estate risk management system, when it comes to digitalisation and digital transformation, it is clear that that...
Christian Schitton
- Apr 22, 2021
- 8 min
Introducing data driven financial risk management - what can we learn from baseball?
Talking about statistical modelling and data driven risk management in 2021 is much less unusual than it was in the early years of 2000...
Christian Schitton
- Apr 16, 2021
- 5 min
Why Investment Volume Does Not Necessarily Guarantee Strong Markets
Intro Entering the second quarter of 2021 and the pandemic still has a grip on whatever we've known as normal life. As one of the...
Christian Schitton
- Apr 8, 2021
- 3 min
Defining Market Risk Clusters in Commercial Real Estate Investments
Basic Problem When a vital amount of things responds to the same trigger event, those things have to be seen as cluster. From a risk...
Christian Schitton
- Mar 17, 2021
- 4 min
Strategic Longterm-Income Investments in Real Estate  using Monte Carlo simulations
Intro In this article I would like to focus on the practice many commercial real estate companies are choosing, especially in turbulent...
Dženeta Schitton
- Mar 5, 2021
- 6 min
Why every decision maker needs data driven financial risk management solution?
Financial risk management and its data driven solutions have many benefits for companies, but one of the most important one is the...
Christian Schitton
- Mar 3, 2021
- 5 min
How to solve data availability problems by creating synthetic data?
Lack of Data Digitalisation and the incorporating of high-tech analytics standards more than often find their natural constraints in the...
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