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...
top of page
Exploring the Nexus of Economics, Networks, and Business Analytics
Blog
Federico Nutarelli
Feb 37 min read
I*nnovating and then? The uncertain world of "innovation diffusion" (an introduction)
Innovation adoption categories
1310
Federico Nutarelli
Jan 288 min read
IV: the forgotten realm
The emergence of Machine Learning has led to a significant influx of computer science professionals into the field of econometrics....
710
Federico Nutarelli
Jan 226 min read
SVM with grid search parameters...
Support Vector Machines (Main Ideas)!!! Clearly Explained!!! Federico Nutarelli, Ph.D.
5740
Federico Nutarelli
Jan 83 min read
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....
3210
Federico Nutarelli
Jan 55 min read
Unveiling Matrix Completion
Recently Prof. Scott Cunningham initiated a series on Matrix Completion (MC) for causal inference starting from the influential paper of...
240
Federico Nutarelli
Dec 27, 20231 min read
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...
160
Federico Nutarelli
Dec 27, 20232 min read
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...
200
Federico Nutarelli
Sep 12, 20232 min read
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...
450
Federico Nutarelli
Jan 10, 20231 min read
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...
370
Federico Nutarelli
Jan 10, 20232 min read
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....
460
Federico Nutarelli
Jan 20, 20222 min read
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...
410
Federico Nutarelli
Jan 19, 20221 min read
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....
510
Federico Nutarelli
Jan 19, 20221 min read
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...
210
Federico Nutarelli
Jan 19, 20222 min read
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...
340
bottom of page