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What funding is available for founders & startups?

10/10/2023 | by Patrick Fischer, M.Sc., Founder & Data Scientist: FDS

There are different types of funding and financing opportunities for founders and start-ups, both from government and private agencies. The availability and conditions of these grants can vary from country to country and from region to region. Here are some of the most common types of funding for founders:

Business incubators and incubators: these organisations often provide support in the form of office space, mentoring, training and networking opportunities for start-ups.

Founder competitions: Many governments, corporations and foundations hold founder competitions that award cash prizes, grants or services to promising start-ups.

Government funding programmes: Many governments offer special funding programmes and loans for start-ups. These may include grants, low-interest loans, tax benefits and other financial incentives.

Venture Capital (VC): Venture capital firms invest in start-ups in exchange for a stake in the company. This can be an important source of growth capital, especially for technology companies.

Business angels: Business angels are private investors who invest in start-ups and often also offer support in the form of advice and contacts.

Crowdfunding: Crowdfunding platforms allow founders to raise money from a wide range of people in exchange for products, services or participation.

Loans and credit: Founders can also apply for loans or credits from banks or credit unions. In some cases, state development banks offer special programmes for start-ups.

EU funding: There are various programmes and funds in the European Union that support start-ups and entrepreneurship, including Horizon 2020 and the European Social Fund (ESF)

Private funding: Some private foundations and organisations offer funding and grants for specific industries or social causes.

Corporate venture capital: Large companies often invest in start-ups that have innovative technologies or ideas that are relevant to their business.

Regional and Local Funding: Depending on your location, there may be regional or local funding and resources offered by municipalities, economic development organisations, or chambers of commerce.

It is important to note that the availability and terms of funding can vary and that choosing the right funding option depends on the start-up's individual needs, goals and industries. It is advisable to thoroughly research the various options and, if necessary, seek professional advice to identify and apply for the best funding for your specific start-up.

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What forms of journalistic presentation are there?

10/10/2023 | by Patrick Fischer, M.Sc., Founder & Data Scientist: FDS

There are various forms of journalistic presentation that journalists use to present news and stories. These forms of presentation are often chosen according to the content and type of reporting. Here are some of the most important journalistic presentation forms:

Message: The news item is the basic form of journalistic reporting. It provides a clear, concise and objective account of current events, often in the form of a "who, what, when, where and why."

Reportage: Reportage is a more detailed form of reporting that often includes personal stories, interviews and background information. It is used to shed light on an event or topic in more detail.

Interview: In an interview, the journalist talks to people involved in a particular event or issue to gather their opinions, viewpoints and information. Interviews can appear as separate articles or as part of features.

Commentary: Commentaries are opinion pieces by journalists or experts who present their views on current topics or events. This form of presentation allows for the inclusion of subjective opinions and analysis.

Column: Columns are regular opinion pieces by specific authors or columnists, often focusing on specific topics or areas of interest. They can be humorous, critical, informative or personal.

Feature articles: Feature articles are longer, more in-depth reports that often focus on human stories, trends or background information. They provide an in-depth and well-researched perspective.

Image reporting: Image reporting involves the use of photos or graphics to accompany or complement a story. Images can often convey emotions and impressions better than text alone.

Analysis: Analysis articles provide a thorough examination and evaluation of a complex issue or situation. They often include in-depth research and expert opinion.

Investigative journalism: Investigative journalism aims to uncover secret information, scandals or wrongdoing. It often requires investigative research and in-depth analysis.

Chronicle: A chronicle is a narrative account of events in chronological order. It is often used to trace the development of a story or event.

Editorial: Editorials are opinion pieces written by the editorial staff of a newspaper or magazine that state the publication's position or stance on a topic or issue.

Live reporting: Live reporting occurs in real time and covers ongoing events, such as political debates, sporting events or crises, through text, video or social media.

These forms of presentation can be used in various media formats, including printed newspapers and magazines, television, radio, online news and social media. The choice of the most appropriate form of presentation depends on the nature of the news or story, as well as the target audiences and objectives of journalism.

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What is the likelihood ratio statistic and how is it used?

10/10/2023 | by Patrick Fischer, M.Sc., Founder & Data Scientist: FDS

The likelihood ratio statistic (LR statistic) is a statistical measure used in hypothesis testing and model selection. It is based on the likelihood ratio, which assesses the relative fit of two competing statistical models.

To calculate the LR statistic, two models are compared: the null model and the alternative or extended model. The null model represents the null hypothesis, while the alternative model represents the alternative hypothesis. The Null Model is usually a simplified model that assumes that certain parameters or relationships do not exist. The Alternative Model includes additional parameters or provides an alternative representation of the data.

The first step in calculating LR statistics is to maximize the likelihood function for each model. The likelihood function measures the probability that the observed data will occur under the given model assumptions. The maximum likelihood is achieved by choosing the parameter values that provide the greatest probability for the observed data.

The LR statistic is then calculated by taking the logarithm of the quotient of the maximum likelihoods of the two models. In formal terms:

LR statistic = 2 * (log-likelihood of the alternative model - log-likelihood of the null model)

The LR statistic usually follows a chi-square distribution if the sample size is large enough and certain assumptions are met. The LR statistic can be used to perform hypothesis testing by setting critical thresholds for the LR statistic. If the calculated LR statistic exceeds the critical threshold, the null hypothesis can be rejected, and there is evidence that the Alternative Model provides a better fit to the data.

The LR statistic is also used in model selection to decide between different competing models. In this case, the model with the larger LR statistic is considered the better model because it provides a better fit to the data.

It is important to note that the use of the LR statistic depends on certain assumptions and preconditions, particularly the validity of the asymptotic distribution properties. In addition, the LR statistic should not be considered in isolation, but rather in conjunction with other information and considerations when interpreting the results.

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What is a radio station?

10/10/2023 | by Patrick Fischer, M.Sc., Founder & Data Scientist: FDS

A radio station is an institution that produces radio programmes and broadcasts them to the public via radio waves. Radio stations play an important role in the media landscape and offer a variety of programmes, including music, news, talk shows, entertainment, education and much more. Here are some important features of radio stations:

Programme diversity: radio stations offer a wide range of programmes to meet the needs and interests of their listeners. This includes music genres such as pop, rock, hip-hop, jazz, classical, country and many others.

News and information: Many radio stations produce newscasts and information programmes to keep the public informed about current events, politics, business, sports and other topics.

Live broadcasts: Radio stations can provide live broadcasts of events such as sporting events, concerts, political speeches and more.

Local and national coverage: Some radio stations focus on local news and coverage, while others have a national or international focus.

Talk shows: Radio stations often offer talk shows and discussion programmes where hosts and experts can talk about various topics and callers can take calls.

Advertising and sponsorship: Radio stations often finance themselves through advertising and sponsorship by broadcasting commercials and sponsored content.

Online presence: Many radio stations also have an online presence that allows listeners to stream their programmes over the internet and find additional content on their websites.

Community engagement: Radio stations are often active in their community, supporting local events, charities and non-profit initiatives.

Radio stations can be publicly or privately owned and operated, depending on the country and its regulatory framework. They are an important information and entertainment channel, offering listeners the opportunity to enjoy music, news and programmes that match their interests. As technology has evolved, many radio stations have also introduced digital platforms and streaming services to expand their reach and reach new listenerships.

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Public relations in the company: The art of corporate communication

10/09/2023 | by Patrick Fischer, M.Sc., Founder & Data Scientist: FDS

Public relations (PR) is a key element of corporate communication that is crucial in today's business world. It goes far beyond the mere marketing of products or services and is concerned with strategically shaping and maintaining a company's public image. In this article, we will take a closer look at what PR really means in business.

The definition of PR in business

PR in business, also known as corporate public relations, is the process by which companies communicate specifically with different audiences in order to build trust, cultivate image and spread their messages effectively. These audiences can include customers, investors, employees, the media, regulators and the general public.

The role of PR in business

Image and reputation: One of the main objectives of PR in business is to create and maintain a positive image and reputation. This helps to gain the trust of customers and promote business growth

Crisis communication: PR plays a crucial role in dealing with crises and unexpected challenges. Communication during a crisis can maintain or restore stakeholder trust.

Media relations: Relationships with journalists and the media are a key part of corporate PR. The right media strategy can help generate positive coverage and disseminate important information.

Internal communication: PR also involves communicating internally to inform employees about company goals, changes and activities. Well-informed employees are often more engaged employees.

Customer communication: Communication with customers is a key area of PR. This includes providing information about products, services and company values.

Customer communication is a key area of PR.

The tools of PR in business

Corporate PR professionals use a variety of tools and tactics to achieve their goals:

Press releases: These are used to disseminate important company news and developments.

Media relations: PR professionals cultivate relationships with journalists and work to generate positive media coverage.

Social media: Platforms such as Twitter, Facebook and LinkedIn are used to facilitate communication with clients and stakeholders.

Crisis communication: PR professionals create crisis communication plans to respond effectively to unforeseen events.

Internal newsletters and communication tools: These are used to inform employees about company news and changes.

Conclusion

PR in business is an important discipline that helps shape and maintain a company's image and reputation. It is more than just advertising; it is strategic communication aimed at building relationships and gaining the trust of various stakeholders. Companies that use PR effectively usually have a better chance of long-term success and a strong position in their market.

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