Independent Axes

Independent axes in physics are coordinate directions whose components can be analyzed separately because the corresponding basis vectors are linearly independent and the governing equations do not directly couple their motion. A vector is resolved into components along these axes, and each component is described by its own equation, such as Newton’s second law; in ideal projectile motion, horizontal and vertical motion are treated independently because gravity acts vertically while horizontal acceleration is zero. This framework simplifies calculations involving displacement, velocity, force, and fields, and supports modeling in mechanics, engineering, and experimental data analysis. It also clarifies when interactions or constraints require coupled equations.

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JoVE Core - Mechanical Engineering

Moments of Inertia for an Area about Inclined Axes

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2025

In physics and engineering, understanding the moments of inertia for a given area with asymmetrical mass distribution is critical for proper design and analysis. When considering an arbitrary coordinate system, the moments of inertia can be obtained by integrating the moment of inertia for an infinitesimal area element. Suppose another coordinate system inclined at an angle is considered. In that case, the transformation relations can be used to express the moments and product of inertia...

Introduction to Test of Independence

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2025

In statistics, the term independence means that one can directly obtain the probability of any event involving both variables by multiplying their individual probabilities. Tests of independence are chi-square tests involving the use of a contingency table of observed (data) values. The test statistic for a test of independence is similar to that of a goodness-of-fit test: where: O = observed values E = expected values (which should be at least 5) A test of independence determines whether...

Hypothesis Test for Test of Independence

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2023

The test of independence is a chi-square-based test used to determine whether two variables or factors are independent or dependent. This hypothesis test is used to examine the independence of the variables. One can construct two qualitative survey questions or experiments based on the variables in a contingency table. The goal is to see if the two variables are unrelated (independent) or related (dependent). The null and alternative hypotheses for this test are: H0: The two variables (factors)...

Manipulating an Independent Variable through Embodiment

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2023

Source: Laboratories of Gary Lewandowski, Dave Strohmetz, and Natalie Ciarocco—Monmouth University In any experiment, the researcher attempts to manipulate participants in one group to have different thoughts, experiences, or feelings than the other groups in the study. Some manipulations are overt, while others can be quite subtle. Embodiment is a growing research area focused on the theory that subtle physical experiences can unconsciously influence a person’s thoughts. For example if a...

Relative Motion Analysis using Rotating Axes

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2024

Consider a component AB undergoing a linear motion. Along with a linear motion, point B also rotates around point A. To comprehend this complex movement, position vectors for both points A and B are established using a stationary reference frame. However, to express the relative position of point B relative to point A, an additional frame of reference, denoted as x'y', is necessary. This additional frame not only translates but also rotates relative to the fixed frame, making it instrumental in...

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