T-procedures function as robust statistics because they typically yield good performance per these models by factoring in the size of the sample into the basis for applying the procedure. Why are emerging markets economically more robust today than in the 1980s and 1990s? Put simply, though a diverse group, on average, they are stronger, less profligate, and better-run economies today. When U.S. rates rise, economic infection can spread through a variety of cascading effects.
Leave out the women, and you don’t have a full and robust economy. We should be able to generate stronger sales with robust profit margins. This is meant to look like something that’s been around for a little longer and has a lot of durability and robustness to it.
robust
In computer science, robustness is the ability of a computer system to cope with errors during execution and cope with erroneous input. Robustness can encompass many areas of computer science, such as robust programming, robust machine learning, and Robust Security Network. Formal techniques, such as fuzz testing, are essential to showing robustness since this type of testing involves invalid or unexpected inputs. Alternatively, fault injection can be used to test robustness. Various commercial products perform robustness testing of software analysis. Programs and software are tools focused on a very specific task, and thus aren’t generalized and flexible.
By examining children who come to the task of language development facing environmental risks, the robustness of these sequences becomes evident. Pets enhance the pleasure and mental robustness of the elderly. We have several options for improving the robustness of the market. Because those sectors don’t depend on robust consumer spending as much as the rest of the economy does, their hiring gains don’t really reflect rising consumer demand — the main fuel for inflation.
Meaning of robustness in English
Many financial variables can be impacted due to war, which causes models that are not robust to function erratically. A robust model will continue to provide executives and managers with effective decision-making tools, and investors with accurate information on which to base their investment decisions. In the world of investing, robust is a characteristic describing a model’s, test’s, or system’s ability to perform effectively while its variables or assumptions are altered. A robust concept will operate without failure and produce positive results under a variety of conditions. In recent years, prudent fiscal policy in these markets has delivered smaller pandemic-induced stimulus–and thus less new debt–than in the U.S. and other developed countries. And many were quicker to respond to post-pandemic inflationary pressures–pointing toward independent and credible central banks.
Nevertheless, the wear test alone is not sufficient to determine the robustness of the superhydrophobic surface. The “robustness of coherence” of the input probe quantifies the quantum advantage. The respondents were polled again in 2012 to assess the robustness of their answers.
Articles Related to robust
If the sample size is less than 15, then we can use t- procedures for data that have no outliers, a single peak, and are nearly symmetric. If the sample size is between 15 and 40, then we can use t-procedures for any shaped distribution, unless there are outliers or a high degree of skewness. Many models are based upon ideal situations that do not exist when working with real-world data, and, as a result, the model may provide correct results even if the conditions are not met exactly.
Recently, consistently with their rise in popularity, there has been an increasing interest in the robustness of neural networks. This is particularly due their vulnerability to adverserial attacks. In general, building robust systems that encompass every point of possible failure is difficult because of the vast quantity of possible inputs and input https://www.globalcloudteam.com/ combinations. Since all inputs and input combinations would require too much time to test, developers cannot run through all cases exhaustively. Some selected inputs might consist of a negative number, zero, and a positive number. When using these numbers to test software in this way, the developer generalizes the set of all reals into three numbers.
Robustness
Stock analysts attempt to determine the future activity of an instrument, sector, or market. In business, models are often used to focus on a company’s fundamentals, like revenues and earnings. Add robust to one of your lists below, or create a new one. It is based on the perceived strength and robustness of our economy. The word in the example sentence does not match the entry word. However, the difficulties in a theoretical explanation of robustness within the linguistic modelling suggested the adoption of an empirical notion.
- Pets enhance the pleasure and mental robustness of the elderly.
- There exists algorithms that tolerate errors in the input.
- A U.S. sneeze no longer automatically means emerging markets catch a cold.
- The U.S. evaded the worst impact, perhaps unfairly, as rising U.S. rates were often the trigger.
- The respondents were polled again in 2012 to assess the robustness of their answers.
- A serious conflict could drive complexity and hasten unpredictable damage.
Because those sectors don’t depend on robust consumer spending as much as the rest of the economy does, their hiring gains don’t really reflect rising consumer demand — the main fuel for inflation. Expertly crafted, these delightful supplements boast a delicious strawberry flavor intentionally designed to enhance the robust hemp terpene flavor instead of masking it. Buzz around the film has been deafening, thanks to one of the most robust marketing campaigns Hollywood has seen in recent memory. Sound emphasizes the absence of disease, weakness, or malfunction. One way to observe a commonly held robust statistical procedure, one needs to look no further than t-procedures, which use hypothesis tests to determine the most accurate statistical predictions.
Example Sentences
A serious conflict could drive complexity and hasten unpredictable damage. This is typically done by looking at historical or past price data, along with market indicators, and identifying situations that have high probabilities of success in the future. A trading model is considered robust if it is consistently profitable regardless what is robustness of market direction. Very often, a trading model will function well in a specific market condition or time period. However, when market conditions change, or the model is applied to another time period or the future, the model fails horribly, and losses are realized. This is usually a sign that a trading model is not robust.
Instead, we collectively need to make greater efforts to arm the next generation with the right mix of robustness and agility. So the holy grail really is how to build in some robustness to the beer such that that doesn’t happen. These examples are from corpora and from sources on the web.
Understanding Robust
Though resilience matters, there is no full immunity against the risk of infection. In fact, in most years the bottom decile of EMs log negative growth, a share rarely seen for developed economies. It’s easy to talk about’ test, trace, isolate’ but hard to do. When you look at the robustness of South Korea response, it’s a terrific set of lessons that can be replicated, the other important factor in South Korea appears to be transparent communication and public trust.