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What are the assumptions underlying the two sample t test?

The assumptions of a two-sample t-test are: Each sample come from a normally distributed population. Both populations have equal variances. The data are sampled independently from each population.


What results in a inaccurate prediction?

Inaccurate predictions can result from various factors, including insufficient or biased data, inappropriate modeling techniques, and flawed assumptions underlying the predictive model. Overfitting, where a model learns noise instead of the underlying pattern, can also lead to poor generalization on new data. Additionally, external variables or changes in conditions that were not accounted for can further distort predictions.


What is the difference between assumptions and probabilities?

Assumptions are statements or beliefs taken for granted without proof, often serving as a foundation for reasoning or decision-making. Probabilities, on the other hand, are quantitative measures that express the likelihood of an event occurring, usually represented as a number between 0 and 1. While assumptions can be subjective and vary between individuals, probabilities are typically derived from data and statistical analysis. Thus, assumptions can influence how probabilities are interpreted, but they are fundamentally different concepts.


What is underlying distribution?

Underlying distribution is a concept that describes the density for the value of the measurement. It is a theoretical concept.


What is the importance of assumptions in statistic in daily life?

Assumptions in statistics are crucial because they underpin the validity of statistical models and analyses used in daily life. They help define the conditions under which data can be interpreted accurately, guiding decision-making in areas like healthcare, economics, and social sciences. Incorrect assumptions can lead to misleading conclusions and poor decisions, emphasizing the need for careful consideration of these foundational elements in any statistical analysis. Ultimately, understanding assumptions enables individuals and organizations to make informed choices based on reliable data.

Related Questions

What does premission mean?

fundamental, underlying assumptions


What is another name for underlying assumptions?

theorems


What are the underlying assumptions of principle of uniformity?

pls. answer this !!


What are the underlying basic assumptions?

The underlying basic assumptions refer to the foundational beliefs or premises that form the basis of a concept, theory, or model. These assumptions are often implicit and shape the way in which information is interpreted or analyzed within a particular framework. Clarifying these basic assumptions is important for understanding the underlying logic and limitations of a given perspective.


What is theory of strategy?

AN EXPLANATION OF THE ASSUMPTIONS AND PREMISES UNDERLYING STRATEGY


Which name best describes theidea of underlying assumptions?

corollaries


What are the key assumptions underlying the Navier-Stokes equations?

The key assumptions underlying the Navier-Stokes equations are that the fluid is continuous, incompressible, and viscous. These equations also assume that the flow is steady and that the forces acting on the fluid are balanced.


What is underlying assumptions in business manager?

Underlying assumptions in business management refer to the unspoken beliefs and values that shape decision-making and organizational culture. These assumptions influence strategies, employee behavior, and how the business interacts with its environment. Recognizing and challenging these assumptions is essential for fostering innovation, improving communication, and ensuring alignment with the organization’s goals. Ultimately, they can significantly impact the effectiveness and adaptability of a business.


What are the assumptions underlying Bernoulli's energy equation?

The assumptions underlying Bernoulli's energy equation are: steady flow, incompressible fluid, no energy losses due to friction or heat transfer, no shaft work being done on the fluid, and no changes in elevation.


How to write assumptions in research effectively?

To write assumptions in research effectively, clearly state the underlying beliefs or conditions that guide your study. Make sure your assumptions are reasonable, logical, and based on existing knowledge. Be transparent about your assumptions and consider how they may impact your research findings.


What is guaranteed assumptions?

Guaranteed assumptions are underlying beliefs or conditions that are assumed to be true in a given context. These assumptions form the basis for decision-making and planning, providing a foundation for further analysis and actions. It is important to be aware of guaranteed assumptions to ensure they are sound and not leading to faulty conclusions.


Assumptions can be either explicit conscious statements or belief or subconscious beliefs taken for granted. Assumptions fall into what two categories?

Assumptions can fall into two categories: explicit assumptions, which are consciously stated or believed, and implicit assumptions, which are subconscious beliefs taken for granted. Explicit assumptions are those that are openly expressed and acknowledged, while implicit assumptions are underlying beliefs that may not be overtly stated but still influence thoughts and actions.