Federico Nutarelli
What processes govern the emerging of innovation ideas?
In a recent paper, Aletti et al. (2023) attempted to address this question. The central concept is based on urns. Indeed, in an effort to...
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Exploring the Nexus of Economics, Networks, and Business Analytics
Blog
Federico Nutarelli
- Feb 3
- 7 min
I*nnovating and then? The uncertain world of "innovation diffusion" (an introduction)
Innovation adoption categories
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Federico Nutarelli
- Jan 28
- 8 min
IV: the forgotten realm
The emergence of Machine Learning has led to a significant influx of computer science professionals into the field of econometrics....
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Federico Nutarelli
- Jan 22
- 6 min
SVM with grid search parameters...
Support Vector Machines (Main Ideas)!!! Clearly Explained!!! Federico Nutarelli, Ph.D.
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Federico Nutarelli
- Jan 8
- 3 min
A quick look to Louvain Clustering
What are the ideas behind Louvain clustering and why it can be useful in machine-learning. We try to understand it in this brief post....
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Federico Nutarelli
- Jan 5
- 5 min
Unveiling Matrix Completion
Recently Prof. Scott Cunningham initiated a series on Matrix Completion (MC) for causal inference starting from the influential paper of...
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Federico Nutarelli
- Dec 27, 2023
- 1 min
The struggles and opportunities of EU in the pharmaceutical market: ATMPs
In a previous post we explained the importance and the relevance of Advanced Therapy Medicinal Products (ATMPs). We did not delve too...
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Federico Nutarelli
- Dec 27, 2023
- 2 min
Risk and Reward: Innovating Payment Models for ATMPs
Advanced Therapy Medicinal Products (ATMPs) are groundbreaking in the medical field, offering life-saving treatments that surpass...
220
Federico Nutarelli
- Sep 12, 2023
- 2 min
Which metropolitan city will innovate next?
Nowadays we hear a lot about smart cities. But what are they in essence and what is the term "smart" referring to? Here is a quick video...
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Federico Nutarelli
- Jan 10, 2023
- 1 min
Can Shapley value help us finding similarities between countries?
In a previous post we discussed about the possibility of using Machine Learning to build up a novel complexity index (called MONEY, see...
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Federico Nutarelli
- Jan 10, 2023
- 2 min
Can we measure the exact price elasticity for each drug in the market?
Many people think that setting the price for drugs should be straightforward, following the basic principles of demand and supply....
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Federico Nutarelli
- Jan 20, 2022
- 2 min
Economic complexity with the eye of machine-learning
Since 2009, the concept of economic complexity has been widely recognized in the field of economics, thanks to the influential work of...
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Federico Nutarelli
- Jan 19, 2022
- 1 min
Product recalls, market size and innovation in thepharmaceutical industry
How does market size impact on innovation? In this article we dig into this fundamental issue in the context of Pharmaceutical Industry....
490
Federico Nutarelli
- Jan 19, 2022
- 1 min
Why the trade-off between sample size and precision of supervision matters and how can we save money?
The increasing cost of data is posing a significant challenge for institutions, with rising prices potentially restricting access to...
240
Federico Nutarelli
- Jan 19, 2022
- 2 min
COVID and International Export Probability using Machine Learning
How did COVID-19 affect the likelihood of companies exporting their products? While this question might seem straightforward and simple...
300
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