Business Analytics Assignment Example | Topics and Well Written Essays - 500 words - 1

Business Analytics - Assignment Example - Data driven processes often create issues (noise) which are not relevant to the goals of the project. In this respect, logic-driven analytics processes will result in more clear and concise solutions. This depends on the project and the maturity of the audience/stakeholders. In an environment where the KPIs are not already established and the data is not well known, it might be appropriate to start with a logic driven process to focus the process on the most impactful issues. This keeps the noise to a minimum and keeps a project smaller in scope while not creating distractions. A data-driven approach can be added as a second step in this case. In a more sophisticated environment where basic KPIs are established, there is an opportunity to find the hidden levers in a process by using a data-driven process to provide deeper insight. Again, these choices are not universal and depend on the maturity of the audience and company, the quality, availability and knowledge of the data and the appetite of the organization for a complex project - The choice of an analytic model to use does indeed depend on many factors, including the nature of the project and the environment. It is worth noting that both logic driven and data driven models can co-exist and complement each other. In my opinion, a data driven approach is more suited to a situation where the data is not known, since a logic driven approach requires an intimate understanding and anticipation of the data before a model can be constructed. What would an effect hybrid first analytics project look like for an organization that has not approached true analytics in the past and what elements from each methodology would you apply? Assume the organization is relatively mature (in life cycle) but novice in deep analytics and has relatively clean and accessible data as well as well educated users. The main advantage I can see using a logic driven analytics (as one of the requirement) is

Initial Public Offers for Global Firms Essay Example | Topics and Well Written Essays - 250 words

Initial Public Offers for Global Firms - Essay Example Initial Public Offers for Global Firms: Risks and Laws for Mitigating the RisksRisks Associated with Global Firms’ IPOsGlobal firms face relatively more challenges when launching IPOs because of the diversity of environments they trade in. For instance, an IPO may face the risk of failure due to negative perceptions by investors of the firm’s country of inception. The legal requirement for full disclosure ensures investor confidence, thereby shielding against this type of risk. Equally, countries face political risk; a risk emanating from a change in host country’s policies towards the country of inception. The Byrd Amendment cautions firms against discriminate treatment on political grounds since such is also the violation of the rights of American investors in a foreign firm (Tolar et al, 2011).Foreign Exchange RisksWhen floating an IPO in a foreign country, there is the relative risk of losing out due to unstable currency exchange rates. To effectively elimina te the risk of losing investment money through currency fluctuations, the management of the global firm may decide to trade in a more stable currency. Alternatively, the firm’s management may decide to price their investments and commodities at prices that reflect the foreign exchange projections over a safe period of time. The firm could also arrange for a forward exchange contract. Â