paper notes

- Genauer autocorrelation beschreiben, plot to describe it. describe lags
- Examples to make tests more understandable
- Explain four steps in advance
- Only linear important
- Anzahl der Kanten/Knoten vs cutoff für correlation graph
- Graph größer, one plot: figsize=(6, 4), (9, 4)
- Self-contained Figures & Tables
- intro: correlation example


Words:
- Heteroscedastic
- Bivariate, univariate
- autoregression (not auto-regression)
- autocorrelation (not auto-correlation)
- co-occurrence (not co-mentioning)
- occurrence
- Stock price (not share price)
- business connection/relation/relationship/ties (not corporate relationship)
  - relation is more concrete
- interdisciplinary instead of multidisciplinary
- nonlinear (not non-linear)
- industry-wise, market-wise
- indices (no indexes)
- intraday (not intra-day)
- natural language processing and machine learning
- foreknowledge (not pre(-)knowledge), predefined
- cross-correlation, mutual information
- Granger Causality
- S\&P~500
- intra-article, inter-article
- spurious correlation (not spurious regression)
- unit root (not unit-root)
- text-based, news-based
- between stock prices, among stock prices (between: e.g. two composites, among: e.g. a group of similar entities)
- moving-average
- volatility instead of variance
- Figure/Table?
- 1-12 ausschreiben?  ->  \D([1-9]|10|11|12)\D
- companies -> company's
- always "my hypothesis"
- work (not project or paper)
- preprocessing (not pre-processing)
- theses -> these
- Pairwise Distance vs. pairwise distance
- number vs amount
- Relationship vs Relation
- scientists (not researchers; they are researcher in scientific disciplines )

- stock correlation vs. stock cross-correlation
- these vs. those, this vs that

abbrevs:
- EMH
- NN, SVM, DNN
- OLS
- NLP?
- autoregressive–moving-average (ARMA). Invented three times
- autoregressive integrated moving average (ARIMA)



RW:
- Dataset selection -> crucial role (accuracy examples). Lucky-Sample-Effect
- Crossfertilization
-

https://de.overleaf.com/learn/latex/How_to_Write_a_Thesis_in_LaTeX_(Part_3):_Figures,_Subfigures_and_Tables




Design Science:
• Design as an artifact: Design-science research must produce a viable artifact in the form of a construct, a model, a method, or an instantiation.
• Problem relevance: The objective of design-science research is to develop technology-based solutions to important and relevant business problems.
• Design evaluation: The utility, quality, and efficacy of a design artifact must be rigorously demonstrated via well-executed evaluation methods.
• Research contributions: Effective design-science research must provide clear and verifiable contributions in the areas of the design artifact, design foundations, and/or design methodologies.
• Research rigor: Design-science research relies upon the application of rigorous methods in both the construction and evaluation of the design artifact.
• Design as a search process: The search for an effective artifact requires utilizing available means to reach desired ends while satisfying laws in the problem environment.
• Communication of research: Design-science research must be presented effectively both to technology-oriented as well as management-oriented audiences.
https://en.wikipedia.org/wiki/Design_science_(methodology)



Fragen:

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"Independence Declaration"
I hereby declare that the thesis submitted is my own unaided work. All direct
or indirect sources used are acknowledged as references.
- Unterschrift
- Datum

"You must submit three printed and bound copies of your final thesis by the
submission deadline (to the Examination Office during office hours, in the
University’s mailing center or by regular mail – it must be postmarked by the deadline)."

Digital -> Email-Adresse? Bekomm ich dann